Public record
Software health reportschema 0.30.0 · metrics 2.3.1 · 2026-08-03 01:15 UTC

IBM / mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

PythonApache-2.0★ 4,178 stars⑂ 789 forkssince May 2025View on GitHub ↗
KindNetwork serviceCommand-line toolLibraryMCP serverhow this is determined
#agents#ai#api-gateway#asyncio#authentication-middleware#devops#docker#fastapi#federation#gateway#generative-ai#jwt#kubernetes#llm-agents#mcp#model-context-protocol#observability#prompt-engineering#python#tools

IBM/mcp-context-forge holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (100/100) and lowest on Security (76/100). It was last updated 1 day ago. 3 contributors account for most of its recent work.

98
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

98
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 88 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

International Business MachinesOrganization
8,517 followers3,925 public repossince Feb 2012

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPImcp-contextforge-gateway1.0.6-2112 days agomcpapigatewayproxytoolsagentsagentic-aimodel-context-protocolmulti-agentfastapijson-rpcssewebsocketfederationsecurityauthenticationai-control-planecontrol-planegovernanceobservability

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

96Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 1 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 2,223 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,223
human_commit_share1
days_since_last_push1
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 23 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~17 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count23
latest_release_tagv1.0.6
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases17

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

91Excellent · 17% of overall

Popularity & adoption

91Excellent
How it's scored
58.7/60Stars — 4,178 stars
24.1/25Forks — 789 forks
8.4/15Watchers — 34 watchers
Inputs used
forks789
stars4,178
watchers34
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges13
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

80Excellent · 23% of overall

Maintainer resilience (bus factor)

73Good
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
13.8/22.5Commit distribution — top contributor authored 39% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled100
top_contributor_share0.387

Issue & PR responsiveness

74Good
How it's scored
28.6/42Issue resolution — 68% of issues closed
24.4/30PR acceptance — 2,216/2,729 decided PRs merged
8.7/13Newcomer PR acceptance — 4/6 first-time contributors' PRs merged in 30d
12/15OpenSSF Scorecard: Code-Review — Found 26/30 approved changesets -- score normalized to 8
Inputs used
merged_prs2,216
open_issues938
closed_issues1,999
prs_merged_7d36
prs_decided_7d38
prs_merged_30d51
prs_decided_30d59
issue_closed_ratio0.681
closed_unmerged_prs513
first_time_authors_30d5
first_time_prs_merged_30d4
first_time_prs_decided_30d6

Ownership & stewardship

80Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 8,517 followers of IBM
25/25Track record — 3,925 public repos, account ~14 yr old
Inputs used
followers8,517
owner_typeOrganization
is_verified—
owner_loginIBM
public_repos3,925
account_age_days5,276

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 12 days ago
20/20Version history — 21 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmcp-contextforge-gateway
ecosystemspypi
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

100Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 26 workflow(s)
24/24Tests present
16/16Linter config — .pylintrc, .ruff.toml, eslint.config.js, tox.ini
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 26 out of 26 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://ibm.github.io/mcp-context-forge/
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsagents, ai, api-gateway, asyncio, authentication-middleware, devops, docker, fastapi, federation, gateway, generative-ai, jwt, kubernetes, llm-agents, mcp, model-context-protocol, observability, prompt-engineering, python, tools
has_wikiyes
homepagehttps://ibm.github.io/mcp-context-forge/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

76Good · 16% of overall

Security posture

70Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 26 out of 26 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 26/30 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 13 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — no data
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7
Excluded from scoring (no data or not applicable): branch_protection, pinned_dependencies. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages91
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mcp-contextforge-gateway@1.0.6 runtime dependency closure — what installing the published package pulls in — 91 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

79Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.99
agent_instruction_filesAGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md
agent_instruction_max_bytes28,726

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — Makefile, charts/mcp-stack/Makefile, crates/mcp_runtime/Makefile, crates/wrapper/Makefile, docs/Makefile, mcp-servers/python/compliance_reference_server/Makefile, mcp-servers/python/data_analysis_server/Makefile, mcp-servers/python/graphviz_server/Makefile, mcp-servers/python/mcp-rss-search/Makefile, mcp-servers/python/mcp_eval_server/Makefile, mcp-servers/python/output_schema_test_server/Makefile, mcp-servers/python/python_sandbox_server/Makefile, mcp-servers/python/url_to_markdown_server/Makefile, mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile, mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile, plugins/external/cedar/Makefile, plugins/external/llmguard/Makefile, plugins/external/opa/Makefile, tests/client/Makefile, tests/load/Makefile, tests/performance/Makefile
22/22Automated tests
11/11Lint / format config — .pylintrc, .ruff.toml, eslint.config.js, tox.ini
11/11Static type checking — mcpgateway/py.typed
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, charts/mcp-stack/Makefile, crates/mcp_runtime/Makefile, crates/wrapper/Makefile, docs/Makefile, mcp-servers/python/compliance_reference_server/Makefile, mcp-servers/python/data_analysis_server/Makefile, mcp-servers/python/graphviz_server/Makefile, mcp-servers/python/mcp-rss-search/Makefile, mcp-servers/python/mcp_eval_server/Makefile, mcp-servers/python/output_schema_test_server/Makefile, mcp-servers/python/python_sandbox_server/Makefile, mcp-servers/python/url_to_markdown_server/Makefile, mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile, mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile, plugins/external/cedar/Makefile, plugins/external/llmguard/Makefile, plugins/external/opa/Makefile, tests/client/Makefile, tests/load/Makefile, tests/performance/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configsmcpgateway/py.typed
agent_commit_share0.01
toolchain_manifestsCargo.toml, crates/mcp_runtime/Cargo.toml, crates/request_logging_masking_native_extension/Cargo.toml, crates/wrapper/Cargo.toml, mcp-servers/templates/go/{{cookiecutter.project_slug}}/go.mod
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.

Code legibility for models

79Good
How it's scored
27/45Type-checkable code — Python with type-check config (mcpgateway/py.typed)
51.6/55Manageable file sizes — 106/1,737 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes1,246,496
source_files_sampled1,737
oversized_source_files106

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—

Key facts

4,178GitHub stars
100contributors
2,223commits, last 12 months
1days since last push
23releases
3bus factor
938open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 19 authors (cap 12)

More detail

Star and fork history 0 ★ / 789 ⇿
0Stars
789Forks
23Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0200400600800783202025-052025-122026-08
Major 1Minor 9Patch 8

Each point covers 2 days.

OpenSSF Scorecard 7.0 / 10
7.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-03 01:14 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests26 out of 26 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 26/30 approved changesets -- score normalized to 8
10Contributorsproject has 13 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
n/aPinned-Dependenciesinternal error: internal error: invalid Dockerfile
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direct dependencies 48
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All dependencies 1,660

Full resolved dependency set from the GitHub dependency graph: 64 direct and 1,596 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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crates.iofutures-executor0.3.32indirect
crates.iofutures-io0.3.32indirect
crates.iofutures-macro0.3.32indirect
crates.iofutures-sink0.3.32indirect
crates.iofutures-task0.3.32indirect
crates.iofutures-util0.3.32indirect
crates.iogeneric-array0.14.7indirect
crates.iogetrandom0.2.17indirect
crates.iogetrandom0.3.4indirect
crates.iogetrandom0.4.3indirect
crates.ioh20.4.15indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.iohermit-abi0.5.2indirect
crates.iohmac0.13.0indirect
crates.iohttp—indirect
crates.iohttp1.4.2indirect
crates.iohttp-body1.0.1indirect
crates.iohttp-body-util0.1.3indirect
crates.iohttparse1.10.1indirect
crates.iohttpdate1.0.3indirect
crates.iohybrid-array0.4.12indirect
crates.iohyper1.10.1indirect
crates.iohyper-rustls0.27.9indirect
crates.iohyper-timeout0.5.2indirect
crates.iohyper-util0.1.20indirect
crates.ioiana-time-zone0.1.65indirect
crates.ioiana-time-zone-haiku0.1.2indirect
crates.ioicu_collections2.1.1indirect
crates.ioicu_locale_core2.1.1indirect
crates.ioicu_normalizer2.1.1indirect
crates.ioicu_normalizer_data2.1.1indirect
crates.ioicu_properties2.1.2indirect
crates.ioicu_properties_data2.1.2indirect
crates.ioicu_provider2.1.1indirect
crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.1indirect
crates.ioindexmap2.14.0indirect
crates.ioipnet2.12.0indirect
crates.ioipnetwork—indirect
crates.ioipnetwork0.21.1indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iojni0.22.4indirect
crates.iojni-macros0.22.4indirect
crates.iojni-sys0.4.1indirect
crates.iojni-sys-macros0.4.1indirect
crates.iojobserver0.1.34indirect
crates.iojs-sys0.3.102indirect
crates.iojsonrpc-core—indirect
crates.iojsonrpc-core18.0.0indirect
crates.iolazy_static1.5.0indirect
crates.iolibc—indirect
crates.iolibc0.2.186indirect
crates.iolibmimalloc-sys0.1.49indirect
crates.iolibredox0.1.17indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolitemap0.8.2indirect
crates.iolock_api0.4.14indirect
crates.iolog0.4.32indirect
crates.iolru-slab0.1.2indirect
crates.iomatchers0.2.0indirect
crates.iomatchit0.8.4indirect
crates.iomd-50.11.0indirect
crates.iomemchr2.8.2indirect
crates.iomimalloc—indirect
crates.iomimalloc0.1.52indirect
crates.iomime0.3.17indirect
crates.iominimal-lexical0.2.1indirect
crates.iomio1.2.1indirect
crates.iomockito—indirect
crates.iomockito1.7.2indirect
crates.ionix0.31.3indirect
crates.ionom—indirect
crates.ionom7.1.3indirect
crates.ionu-ansi-term0.50.3indirect
crates.ionum-bigint0.4.6indirect
crates.ionum-conv0.2.2indirect
crates.ionum-integer0.1.46indirect
crates.ionum-traits0.2.19indirect
crates.ionum_cpus1.17.0indirect
crates.ioobjc2-core-foundation0.3.2indirect
crates.ioobjc2-system-configuration0.3.2indirect
crates.ioonce_cell1.21.4indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.ioopenssl-probe0.2.1indirect
crates.ioopentelemetry—indirect
crates.ioopentelemetry0.31.0indirect
crates.ioopentelemetry-http0.31.0indirect
crates.ioopentelemetry-otlp—indirect
crates.ioopentelemetry-otlp0.31.1indirect
crates.ioopentelemetry-proto0.31.0indirect
crates.ioopentelemetry_sdk—indirect
crates.ioopentelemetry_sdk0.31.0indirect
crates.ioparking_lot0.12.5indirect
crates.ioparking_lot_core0.9.12indirect
crates.iopercent-encoding2.3.2indirect
crates.iophf0.13.1indirect
crates.iophf_shared0.13.1indirect
crates.iopin-project1.1.13indirect
crates.iopin-project-internal1.1.13indirect
crates.iopin-project-lite0.2.17indirect
crates.ioportable-atomic1.13.1indirect
crates.iopostgres-protocol0.6.12indirect
crates.iopostgres-types0.2.14indirect
crates.iopotential_utf0.1.5indirect
crates.iopowerfmt0.2.0indirect
crates.ioppv-lite860.2.21indirect
crates.ioproc-macro21.0.106indirect
crates.ioprocess-wrap9.1.0indirect
crates.ioprost0.14.4indirect
crates.ioprost-derive0.14.4indirect
crates.iopyo30.29.0indirect
crates.iopyo3-build-config0.29.0indirect
crates.iopyo3-ffi0.29.0indirect
crates.iopyo3-macros0.29.0indirect
crates.iopyo3-macros-backend0.29.0indirect
crates.ioquinn0.11.9indirect
crates.ioquinn-proto0.11.14indirect
crates.ioquinn-udp0.5.14indirect
crates.ioquote1.0.45indirect
crates.ior-efi5.3.0indirect
crates.ior-efi6.0.0indirect
crates.iorand0.10.1indirect
crates.iorand0.8.6indirect
crates.iorand0.9.4indirect
crates.iorand_chacha0.3.1indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.10.1indirect
crates.iorand_core0.6.4indirect
crates.iorand_core0.9.5indirect
crates.ioredis0.32.7indirect
crates.ioredox_syscall0.5.18indirect
crates.ioregex1.12.4indirect
crates.ioregex-automata0.4.14indirect
crates.ioregex-syntax0.8.11indirect
crates.ioreqwest—indirect
crates.ioreqwest0.12.28indirect
crates.ioreqwest0.13.4indirect
crates.ioring0.17.14indirect
crates.iormcp1.7.0indirect
crates.iorustc-hash2.1.2indirect
crates.iorustc_version0.4.1indirect
crates.iorustix1.1.4indirect
crates.iorustls—indirect
crates.iorustls0.23.40indirect
crates.iorustls-native-certs—indirect
crates.iorustls-native-certs0.8.4indirect
crates.iorustls-pki-types1.14.1indirect
crates.iorustls-platform-verifier0.7.0indirect
crates.iorustls-platform-verifier-android0.1.1indirect
crates.iorustls-webpki0.103.13indirect
crates.iorustversion1.0.22indirect
crates.ioryu1.0.23indirect
crates.iosame-file1.0.6indirect
crates.ioschannel0.1.29indirect
crates.ioscopeguard1.2.0indirect
crates.iosecurity-framework3.7.0indirect
crates.iosecurity-framework-sys2.17.0indirect
crates.iosemver1.0.28indirect
crates.ioserde1.0.228indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioserde_json1.0.150indirect
crates.ioserde_path_to_error0.1.20indirect
crates.ioserde_spanned1.1.1indirect
crates.ioserde_urlencoded0.7.1indirect
crates.iosha1_smol1.0.1indirect
crates.iosha20.10.9indirect
crates.iosha20.11.0indirect
crates.iosharded-slab0.1.7indirect
crates.ioshlex2.0.1indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosimd_cesu81.1.1indirect
crates.iosimdutf80.1.5indirect
crates.iosimilar2.7.0indirect
crates.iosiphasher1.0.3indirect
crates.ioslab0.4.12indirect
crates.iosmallvec1.15.2indirect
crates.iosocket20.6.4indirect
crates.iospin0.9.8indirect
crates.iospki0.7.3indirect
crates.iosse-stream0.2.3indirect
crates.iostable_deref_trait1.2.1indirect
crates.iostringprep0.1.5indirect
crates.iostrsim0.11.1indirect
crates.iosubtle2.6.1indirect
crates.iosymlink0.1.0indirect
crates.iosyn2.0.118indirect
crates.iosync_wrapper1.0.2indirect
crates.iosynstructure0.13.2indirect
crates.iotarget-lexicon0.13.5indirect
crates.iotempfile—indirect
crates.iotempfile3.27.0indirect
crates.iothiserror2.0.18indirect
crates.iothiserror-impl2.0.18indirect
crates.iothread_local1.1.9indirect
crates.iotime—indirect
crates.iotime0.3.49indirect
crates.iotime-core0.1.9indirect
crates.iotime-macros0.2.29indirect
crates.iotinystr0.8.3indirect
crates.iotinyvec1.11.0indirect
crates.iotinyvec_macros0.1.1indirect
crates.iotls_codec0.4.2indirect
crates.iotls_codec_derive0.4.2indirect
crates.iotokio1.52.3indirect
crates.iotokio-macros2.7.0indirect
crates.iotokio-postgres—indirect
crates.iotokio-postgres0.7.18indirect
crates.iotokio-postgres-rustls—indirect
crates.iotokio-postgres-rustls0.13.0indirect
crates.iotokio-rustls0.26.4indirect
crates.iotokio-stream0.1.18indirect
crates.iotokio-test—indirect
crates.iotokio-test0.4.5indirect
crates.iotokio-util0.7.18indirect
crates.iotoml—indirect
crates.iotoml0.9.12+spec-1.1.0indirect
crates.iotoml_datetime0.7.5+spec-1.1.0indirect
crates.iotoml_parser1.1.2+spec-1.1.0indirect
crates.iotoml_writer1.1.1+spec-1.1.0indirect
crates.iotonic—indirect
crates.iotonic0.14.5indirect
crates.iotonic-prost0.14.5indirect
crates.iotower—indirect
crates.iotower0.5.3indirect
crates.iotower-http0.6.11indirect
crates.iotower-layer0.3.3indirect
crates.iotower-service0.3.3indirect
crates.iotracing0.1.44indirect
crates.iotracing-appender—indirect
crates.iotracing-appender0.2.5indirect
crates.iotracing-attributes0.1.31indirect
crates.iotracing-core0.1.36indirect
crates.iotracing-log0.2.0indirect
crates.iotracing-opentelemetry—indirect
crates.iotracing-opentelemetry0.32.1indirect
crates.iotracing-subscriber0.3.23indirect
crates.iotracing-test—indirect
crates.iotracing-test0.2.6indirect
crates.iotracing-test-macro0.2.6indirect
crates.iotry-lock0.2.5indirect
crates.iotypenum1.20.1indirect
crates.iounicode-bidi0.3.18indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-normalization0.1.25indirect
crates.iounicode-properties0.1.4indirect
crates.iountrusted0.9.0indirect
crates.iourl2.5.8indirect
crates.ioutf8_iter1.0.4indirect
crates.ioutf8parse0.2.2indirect
crates.iouuid1.23.0indirect
crates.iovaluable0.1.1indirect
crates.ioversion_check0.9.5indirect
crates.iowalkdir2.5.0indirect
crates.iowant0.3.1indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasi0.14.7+wasi-0.2.4indirect
crates.iowasip21.0.1+wasi-0.2.4indirect
crates.iowasite1.0.2indirect
crates.iowasm-bindgen0.2.125indirect
crates.iowasm-bindgen-futures0.4.75indirect
crates.iowasm-bindgen-macro0.2.125indirect
crates.iowasm-bindgen-macro-support0.2.125indirect
crates.iowasm-bindgen-shared0.2.125indirect
crates.iowasm-streams0.4.2indirect
crates.iowasm-streams0.5.0indirect
crates.ioweb-sys0.3.102indirect
crates.ioweb-time1.1.0indirect
crates.iowebpki-root-certs1.0.8indirect
crates.iowhoami2.1.2indirect
crates.iowinapi-util0.1.11indirect
crates.iowindows0.62.2indirect
crates.iowindows-collections0.3.2indirect
crates.iowindows-core0.62.2indirect
crates.iowindows-future0.3.2indirect
crates.iowindows-implement0.60.2indirect
crates.iowindows-interface0.59.3indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-numerics0.3.1indirect
crates.iowindows-result0.4.1indirect
crates.iowindows-strings0.5.1indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.60.2indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows-targets0.53.5indirect
crates.iowindows-threading0.2.1indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_gnullvm0.53.1indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_aarch64_msvc0.53.1indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnu0.53.1indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_gnullvm0.53.1indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_i686_msvc0.53.1indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnu0.53.1indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_gnullvm0.53.1indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowindows_x86_64_msvc0.53.1indirect
crates.iowinnow0.7.15indirect
crates.iowinnow1.0.3indirect
crates.iowit-bindgen0.46.0indirect
crates.iowriteable0.6.3indirect
crates.iox509-cert0.2.5indirect
crates.ioyoke0.8.3indirect
crates.ioyoke-derive0.8.2indirect
crates.iozerocopy0.8.52indirect
crates.iozerocopy-derive0.8.52indirect
crates.iozerofrom0.1.8indirect
crates.iozerofrom-derive0.1.7indirect
crates.iozeroize1.9.0indirect
crates.iozeroize_derive1.5.0indirect
crates.iozerotrie0.2.4indirect
crates.iozerovec0.11.6indirect
crates.iozerovec-derive0.11.3indirect
crates.iozmij1.0.21indirect
npm@acemir/cssom0.9.31indirect
npm@alloc/quick-lru5.2.0indirect
npm@asamuzakjp/css-color5.1.11indirect
npm@asamuzakjp/dom-selector6.8.1indirect
npm@asamuzakjp/generational-cache1.0.1indirect
npm@asamuzakjp/nwsapi2.3.9indirect
npm@babel/code-frame7.29.7indirect
npm@babel/compat-data7.29.7indirect
npm@babel/core7.29.7indirect
npm@babel/generator7.29.7indirect
npm@babel/helper-compilation-targets7.29.7indirect
npm@babel/helper-globals7.29.7indirect
npm@babel/helper-module-imports7.29.7indirect
npm@babel/helper-module-transforms7.29.7indirect
npm@babel/helper-string-parser7.29.7indirect
npm@babel/helper-validator-identifier7.29.7indirect
npm@babel/helper-validator-option7.29.7indirect
npm@babel/helpers7.29.7indirect
npm@babel/parser7.29.7indirect
npm@babel/template7.29.7indirect
npm@babel/traverse7.29.7indirect
npm@babel/types7.29.7indirect
npm@biomejs/biome2.5.5indirect
npm@biomejs/cli-darwin-arm642.5.5indirect
npm@biomejs/cli-darwin-x642.5.5indirect
npm@biomejs/cli-linux-arm642.5.5indirect
npm@biomejs/cli-linux-arm64-musl2.5.5indirect
npm@biomejs/cli-linux-x642.5.5indirect
npm@biomejs/cli-linux-x64-musl2.5.5indirect
npm@biomejs/cli-win32-arm642.5.5indirect
npm@biomejs/cli-win32-x642.5.5indirect
npm@bramus/specificity2.4.2indirect
npm@cacheable/memory2.2.0indirect
npm@cacheable/utils2.5.0indirect
npm@colordx/core5.5.0indirect
npm@csstools/color-helpers6.1.0indirect
npm@csstools/css-calc3.2.1indirect
npm@csstools/css-color-parser4.1.9indirect
npm@csstools/css-parser-algorithms4.0.0indirect
npm@csstools/css-syntax-patches-for-csstree1.1.6indirect
npm@csstools/css-tokenizer4.0.0indirect
npm@csstools/media-query-list-parser5.0.0indirect
npm@csstools/selector-resolve-nested4.0.0indirect
npm@csstools/selector-specificity6.0.0indirect
npm@emnapi/core1.10.0indirect
npm@emnapi/runtime1.10.0indirect
npm@emnapi/wasi-threads1.2.1indirect
npm@esbuild/aix-ppc640.28.1indirect
npm@esbuild/android-arm0.28.1indirect
npm@esbuild/android-arm640.28.1indirect
npm@esbuild/android-x640.28.1indirect
npm@esbuild/darwin-arm640.28.1indirect
npm@esbuild/darwin-x640.28.1indirect
npm@esbuild/freebsd-arm640.28.1indirect
npm@esbuild/freebsd-x640.28.1indirect
npm@esbuild/linux-arm0.28.1indirect
npm@esbuild/linux-arm640.28.1indirect
npm@esbuild/linux-ia320.28.1indirect
npm@esbuild/linux-loong640.28.1indirect
npm@esbuild/linux-mips64el0.28.1indirect
npm@esbuild/linux-ppc640.28.1indirect
npm@esbuild/linux-riscv640.28.1indirect
npm@esbuild/linux-s390x0.28.1indirect
npm@esbuild/linux-x640.28.1indirect
npm@esbuild/netbsd-arm640.28.1indirect
npm@esbuild/netbsd-x640.28.1indirect
npm@esbuild/openbsd-arm640.28.1indirect
npm@esbuild/openbsd-x640.28.1indirect
npm@esbuild/openharmony-arm640.28.1indirect
npm@esbuild/sunos-x640.28.1indirect
npm@esbuild/win32-arm640.28.1indirect
npm@esbuild/win32-ia320.28.1indirect
npm@esbuild/win32-x640.28.1indirect
npm@eslint-community/eslint-utils4.9.1indirect
npm@eslint-community/regexpp4.12.2indirect
npm@eslint/config-array0.21.2indirect
npm@eslint/config-helpers0.4.2indirect
npm@eslint/core0.17.0indirect
npm@eslint/eslintrc3.3.6indirect
npm@eslint/js9.39.5indirect
npm@eslint/object-schema2.1.7indirect
npm@eslint/plugin-kit0.4.1indirect
npm@exodus/bytes1.15.1indirect
npm@fortawesome/fontawesome-free6.7.2indirect
npm@humanfs/core0.19.2indirect
npm@humanfs/node0.16.8indirect
npm@humanfs/types0.15.0indirect
npm@humanwhocodes/gitignore-to-minimatch1.0.2indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/retry0.4.3indirect
npm@istanbuljs/schema0.1.6indirect
npm@jridgewell/gen-mapping0.3.13indirect
npm@jridgewell/remapping2.3.5indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/source-map0.3.11indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@jridgewell/trace-mapping0.3.31indirect
npm@keyv/bigmap1.3.1indirect
npm@keyv/serialize1.1.1indirect
npm@kurkle/color0.3.4indirect
npm@napi-rs/wasm-runtime1.1.6indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
npm@nolyfill/is-core-module1.0.39indirect
npm@pkgr/core0.3.6indirect
npm@polka/url1.0.0-next.29indirect
npm@rollup/rollup-android-arm-eabi4.62.2indirect
npm@rollup/rollup-android-arm644.62.2indirect
npm@rollup/rollup-darwin-arm644.62.2indirect
npm@rollup/rollup-darwin-x644.62.2indirect
npm@rollup/rollup-freebsd-arm644.62.2indirect
npm@rollup/rollup-freebsd-x644.62.2indirect
npm@rollup/rollup-linux-arm-gnueabihf4.62.2indirect
npm@rollup/rollup-linux-arm-musleabihf4.62.2indirect
npm@rollup/rollup-linux-arm64-gnu4.62.2indirect
npm@rollup/rollup-linux-arm64-musl4.62.2indirect
npm@rollup/rollup-linux-loong64-gnu4.62.2indirect
npm@rollup/rollup-linux-loong64-musl4.62.2indirect
npm@rollup/rollup-linux-ppc64-gnu4.62.2indirect
npm@rollup/rollup-linux-ppc64-musl4.62.2indirect
npm@rollup/rollup-linux-riscv64-gnu4.62.2indirect
npm@rollup/rollup-linux-riscv64-musl4.62.2indirect
npm@rollup/rollup-linux-s390x-gnu4.62.2indirect
npm@rollup/rollup-linux-x64-gnu4.62.2indirect
npm@rollup/rollup-linux-x64-musl4.62.2indirect
npm@rollup/rollup-openbsd-x644.62.2indirect
npm@rollup/rollup-openharmony-arm644.62.2indirect
npm@rollup/rollup-win32-arm64-msvc4.62.2indirect
npm@rollup/rollup-win32-ia32-msvc4.62.2indirect
npm@rollup/rollup-win32-x64-gnu4.62.2indirect
npm@rollup/rollup-win32-x64-msvc4.62.2indirect
npm@rtsao/scc1.1.0indirect
npm@sindresorhus/merge-streams4.0.0indirect
npm@standard-schema/spec1.1.0indirect
npm@stylistic/eslint-plugin2.11.0indirect
npm@stylistic/eslint-plugin5.10.0indirect
npm@stylistic/stylelint-config4.0.0indirect
npm@stylistic/stylelint-plugin5.2.1indirect
npm@tootallnate/quickjs-emscripten0.23.0indirect
npm@tybys/wasm-util0.10.3indirect
npm@types/chai5.2.3indirect
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npmtyped-array-buffer1.0.3indirect
npmtyped-array-byte-length1.0.3indirect
npmtyped-array-byte-offset1.0.4indirect
npmtyped-array-length1.0.8indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.65.0indirect
npmunbox-primitive1.1.0indirect
npmundici7.28.0indirect
npmunicorn-magic0.4.0indirect
npmuniversalify2.0.1indirect
npmunrs-resolver1.12.2indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmutil-deprecate1.0.2indirect
npmvite7.3.6indirect
npmvite-plugin-compression0.5.1indirect
npmvitest4.1.10indirect
npmw3c-xmlserializer5.0.0indirect
npmwalkdir0.4.1indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhich1.3.1indirect
npmwhich2.0.2indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.2indirect
npmwhich-typed-array1.1.22indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwrap-ansi7.0.0indirect
npmwrite-file-atomic7.0.1indirect
npmxml1.0.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyaml2.9.0indirect
npmyargs17.7.3indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
npmzod3.25.76indirect
PyPIa2a-sdk1.0.2indirect
PyPIactdiag—indirect
PyPIaiofile3.11.1indirect
PyPIaiofiles—indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp—indirect
PyPIaiohttp3.14.1indirect
PyPIaiologic0.17.1indirect
PyPIaiosignal1.4.0indirect
PyPIaiosqlite0.22.1indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIansicon1.89.0indirect
PyPIanthropic—indirect
PyPIanyio4.14.2indirect
PyPIargon2-cffi-bindings25.1.0indirect
PyPIargparse-manpage4.7indirect
PyPIarrow1.4.0indirect
PyPIast-serialize0.6.0indirect
PyPIasync-timeout5.0.1indirect
PyPIasyncpg0.31.0indirect
PyPIattrs26.1.0indirect
PyPIauthlib1.7.2indirect
PyPIautoflake2.3.3indirect
PyPIbabel—indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbandit1.9.4indirect
PyPIbeartype0.22.9indirect
PyPIbeautifulsoup4—indirect
PyPIbidict0.23.1indirect
PyPIbinaryornot0.6.0indirect
PyPIblack—indirect
PyPIblack26.5.1indirect
PyPIblessed1.47.0indirect
PyPIblinker1.9.0indirect
PyPIblockdiag—indirect
PyPIboolean-py5.0indirect
PyPIboto3—indirect
PyPIbotocore—indirect
PyPIbracex—indirect
PyPIbrotlicffi1.2.0.1indirect
PyPIbuild1.5.0indirect
PyPIbump2version1.0.1indirect
PyPIcachecontrol0.14.4indirect
PyPIcachetools—indirect
PyPIcachetools7.1.4indirect
PyPIcaio0.9.25indirect
PyPIcairocffi—indirect
PyPIcairosvg—indirect
PyPIcertifi—indirect
PyPIcertifi2026.6.17indirect
PyPIcffi—indirect
PyPIcffi2.1.0indirect
PyPIcfgv3.5.0indirect
PyPIchardet—indirect
PyPIchardet7.4.3indirect
PyPIcharset-normalizer—indirect
PyPIcharset-normalizer3.4.9indirect
PyPIcheck-manifest0.51indirect
PyPIcode2flow2.5.1indirect
PyPIcolorama—indirect
PyPIcolorama0.4.6indirect
PyPIcompliance-reference-server0.2.0indirect
PyPIconfigargparse1.7.5indirect
PyPIcookiecutter2.7.1indirect
PyPIcoverage7.15.2indirect
PyPIcpex-encoded-exfil-detection0.3.6indirect
PyPIcpex-pii-filter0.3.6indirect
PyPIcpex-rate-limiter0.1.7indirect
PyPIcpex-retry-with-backoff0.3.7indirect
PyPIcpex-secrets-detection0.3.10indirect
PyPIcpex-sql-sanitizer0.1.0indirect
PyPIcpex-url-reputation0.3.5indirect
PyPIcsscompressor—indirect
PyPIcssselect2—indirect
PyPIculsans0.11.0indirect
PyPIcyclonedx-python-lib11.11.0indirect
PyPIcyclopts4.21.1indirect
PyPIdebugpy1.8.21indirect
PyPIdefusedxml—indirect
PyPIdefusedxml0.7.1indirect
PyPIdiff-cover10.3.0indirect
PyPIdiskcache—indirect
PyPIdistlib0.4.3indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.8.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIdocutils0.23indirect
PyPIdodgy0.2.1indirect
PyPIeditor1.8.0indirect
PyPIeditorconfig—indirect
PyPIemail-validator2.3.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
PyPIfaker—indirect
PyPIfaker40.31.0indirect
PyPIfakeredis2.36.2indirect
PyPIfastmcp—indirect
PyPIfastmcp3.4.4indirect
PyPIfastmcp-slim3.4.4indirect
PyPIfawltydeps0.20.0indirect
PyPIfeedparser—indirect
PyPIflask3.1.3indirect
PyPIflask-cors6.0.5indirect
PyPIflask-login0.6.3indirect
PyPIflatten-json—indirect
PyPIfonttools—indirect
PyPIfrozenlist1.8.0indirect
PyPIfuncparserlib—indirect
PyPIgevent25.9.1indirect
PyPIgeventhttpclient2.3.9indirect
PyPIghp-import—indirect
PyPIgitdb—indirect
PyPIgitpython—indirect
PyPIgoogle-api-core2.32.0indirect
PyPIgoogle-auth2.56.0indirect
PyPIgoogle-generativeai—indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgprof2dot2025.4.14indirect
PyPIgraphql-core3.2.11indirect
PyPIgreenlet3.5.3indirect
PyPIgriffelib2.1.0indirect
PyPIgrpcio1.83.0indirect
PyPIgrpcio-reflection1.83.0indirect
PyPIgrpcio-tools1.83.0indirect
PyPIh110.16.0indirect
PyPIh24.3.0indirect
PyPIharfile0.5.0indirect
PyPIhatchling—indirect
PyPIhiredis3.4.0indirect
PyPIhpack4.2.0indirect
PyPIhtml2text—indirect
PyPIhtml5lib—indirect
PyPIhtmlmin2—indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.8.0indirect
PyPIhttpx-sse0.4.3indirect
PyPIhyperframe6.1.0indirect
PyPIhypothesis6.156.6indirect
PyPIhypothesis-graphql0.13.1indirect
PyPIhypothesis-jsonschema0.23.1indirect
PyPIibm-watsonx-ai—indirect
PyPIid1.6.1indirect
PyPIidentify2.6.19indirect
PyPIimmutabledict4.3.1indirect
PyPIimportlab0.8.1indirect
PyPIimportlib-metadata—indirect
PyPIimportlib-metadata9.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIinquirer3.4.1indirect
PyPIisort—indirect
PyPIisort8.0.1indirect
PyPIitsdangerous2.2.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.6.0indirect
PyPIjeepney0.9.0indirect
PyPIjinxed2.1.0indirect
PyPIjiter0.16.0indirect
PyPIjoserfc1.7.3indirect
PyPIjsbeautifier—indirect
PyPIjsmin—indirect
PyPIjson-rpc1.15.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema-path0.5.0indirect
PyPIjsonschema-rs0.48.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeyring25.7.0indirect
PyPIlangchain-core1.5.1indirect
PyPIlangchain-mcp-adapters0.3.0indirect
PyPIlangchain-ollama1.1.0indirect
PyPIlangchain-openai1.4.1indirect
PyPIlangchain-protocol0.0.18indirect
PyPIlanggraph1.2.0indirect
PyPIlanggraph-checkpoint4.1.1indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlanggraph-sdk0.3.15indirect
PyPIlangsmith0.10.10indirect
PyPIlibcst1.8.6indirect
PyPIlibrt0.13.0indirect
PyPIlibsass—indirect
PyPIlicense-expression30.4.4indirect
PyPIlinkify-it-py2.1.0indirect
PyPIlivereload—indirect
PyPIlocust—indirect
PyPIlocust2.45.0indirect
PyPIlupa2.8indirect
PyPIlxml—indirect
PyPImando0.7.1indirect
PyPImarkdown—indirect
PyPImarkdown-blockdiag—indirect
PyPImarkdown-include—indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkdownify—indirect
PyPImarkupsafe—indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib—indirect
PyPImaturin—indirect
PyPImaturin1.14.1indirect
PyPImcp-contextforge-gateway1.0.6indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImemory-profiler—indirect
PyPImemray1.19.3indirect
PyPImergedeep—indirect
PyPImike—indirect
PyPImkdocs—indirect
PyPImkdocs-awesome-pages-plugin—indirect
PyPImkdocs-blog-plugin—indirect
PyPImkdocs-enumerate-headings-plugin—indirect
PyPImkdocs-git-authors-plugin—indirect
PyPImkdocs-git-revision-date-localized-plugin—indirect
PyPImkdocs-glightbox—indirect
PyPImkdocs-include-markdown-plugin—indirect
PyPImkdocs-material—indirect
PyPImkdocs-material-extensions—indirect
PyPImkdocs-mermaid-plugin—indirect
PyPImkdocs-mermaid2-plugin—indirect
PyPImkdocs-minify-plugin—indirect
PyPImkdocs-pdf-export-plugin—indirect
PyPImkdocs-plugin-inline-svg—indirect
PyPImkdocs-rss-plugin—indirect
PyPImkdocs-table-reader-plugin—indirect
PyPImkdocs-with-pdf—indirect
PyPImkdocstrings—indirect
PyPImore-itertools11.1.0indirect
PyPImsgspec0.21.1indirect
PyPImultidict6.7.1indirect
PyPImypy—indirect
PyPImypy2.3.0indirect
PyPImypy-extensions1.1.0indirect
PyPInatsort—indirect
PyPInetworkx3.6.1indirect
PyPInh30.3.6indirect
PyPIninja1.13.0indirect
PyPInodeenv1.10.0indirect
PyPInumpy—indirect
PyPInwdiag—indirect
PyPIoauthlib3.3.1indirect
PyPIollama0.6.2indirect
PyPIopenai—indirect
PyPIopenai2.46.0indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopenpyxl—indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIormsgpack1.12.2indirect
PyPIoutcome1.3.0.post0indirect
PyPIpackageurl-python0.17.6indirect
PyPIpackaging—indirect
PyPIpackaging26.2indirect
PyPIpaginate—indirect
PyPIpandas—indirect
PyPIpathable0.6.0indirect
PyPIpathspec—indirect
PyPIpathspec1.1.1indirect
PyPIpexpect4.9.0indirect
PyPIpillow—indirect
PyPIpip26.1.2indirect
PyPIpip-api0.0.34indirect
PyPIpip-audit2.10.1indirect
PyPIpip-licenses5.5.5indirect
PyPIpip-requirements-parser32.0.1indirect
PyPIpipdeptree3.1.1indirect
PyPIplatformdirs—indirect
PyPIplatformdirs4.10.0indirect
PyPIplaywright1.61.0indirect
PyPIplotly—indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit—indirect
PyPIpre-commit4.6.0indirect
PyPIprettytable3.18.0indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.1indirect
PyPIprotobuf7.35.1indirect
PyPIpsycopg3.3.4indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpsycopg-c3.3.4indirect
PyPIptyprocess0.7.0indirect
PyPIpy-cpuinfo9.0.0indirect
PyPIpy-key-value-aio0.4.5indirect
PyPIpy-serializable2.1.0indirect
PyPIpy-spy0.4.2indirect
PyPIpyarrow—indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycnite2024.7.31indirect
PyPIpycparser—indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydocstyle6.3.0indirect
PyPIpydot4.0.1indirect
PyPIpydyf—indirect
PyPIpyee13.0.1indirect
PyPIpyflakes3.4.0indirect
PyPIpygithub2.9.1indirect
PyPIpygments—indirect
PyPIpygments2.20.0indirect
PyPIpymdown-extensions—indirect
PyPIpymupdf—indirect
PyPIpynacl1.6.2indirect
PyPIpyparsing—indirect
PyPIpyparsing3.3.2indirect
PyPIpyperclip1.11.0indirect
PyPIpyphen—indirect
PyPIpyproject-api1.10.1indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyrate-limiter4.4.0indirect
PyPIpyrefly1.1.1indirect
PyPIpyright1.1.411indirect
PyPIpyroma5.0.1indirect
PyPIpytest—indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-base-url2.1.0indirect
PyPIpytest-benchmark5.2.3indirect
PyPIpytest-cov—indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-env1.6.0indirect
PyPIpytest-examples0.0.18indirect
PyPIpytest-html4.2.0indirect
PyPIpytest-httpx—indirect
PyPIpytest-httpx0.36.2indirect
PyPIpytest-instafail0.5.0indirect
PyPIpytest-integration-mark0.2.0indirect
PyPIpytest-metadata3.1.1indirect
PyPIpytest-mock—indirect
PyPIpytest-playwright0.8.0indirect
PyPIpytest-rerunfailures16.4indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-trio0.8.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil—indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.4.4indirect
PyPIpython-docx—indirect
PyPIpython-dotenv—indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-engineio4.13.3indirect
PyPIpython-owasp-zap-v2-40.1.0indirect
PyPIpython-pptx—indirect
PyPIpython-slugify8.0.4indirect
PyPIpython-socketio5.16.3indirect
PyPIpytokens0.4.1indirect
PyPIpytype2024.10.11indirect
PyPIpytz—indirect
PyPIpyupgrade3.21.2indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml-env-tag—indirect
PyPIpyyaml-ft8.0.0indirect
PyPIpyzmq27.1.0indirect
PyPIradon6.0.1indirect
PyPIrank-bm25—indirect
PyPIreadability-lxml—indirect
PyPIreadchar4.2.2indirect
PyPIreadme-renderer45.0indirect
PyPIreferencing0.37.0indirect
PyPIregex—indirect
PyPIregex2026.7.10indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrestrictedpython—indirect
PyPIrfc39862.0.0indirect
PyPIrich—indirect
PyPIrich15.0.0indirect
PyPIrich-rst2.1.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff—indirect
PyPIruff0.15.22indirect
PyPIruns1.3.0indirect
PyPIschemathesis4.23.0indirect
PyPIscikit-learn—indirect
PyPIscipy—indirect
PyPIseaborn—indirect
PyPIsecretstorage3.5.0indirect
PyPIsentence-transformers—indirect
PyPIseqdiag—indirect
PyPIsettings-doc4.3.2indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsimple-websocket1.1.0indirect
PyPIsix—indirect
PyPIsix1.17.0indirect
PyPIsmmap—indirect
PyPIsnakeviz2.2.2indirect
PyPIsniffio1.3.1indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve—indirect
PyPIstarlette-testclient0.4.1indirect
PyPIstatsmodels—indirect
PyPIstevedore5.9.0indirect
PyPItabulate—indirect
PyPItabulate0.10.0indirect
PyPItenacity—indirect
PyPItenacity9.1.4indirect
PyPItext-unidecode1.3indirect
PyPItextstat—indirect
PyPItextual8.2.8indirect
PyPItiktoken0.13.0indirect
PyPItinycss2—indirect
PyPItokenize-rt6.2.0indirect
PyPItoml0.10.2indirect
PyPItomli2.4.1indirect
PyPItomli-w1.2.0indirect
PyPItomlkit0.15.1indirect
PyPItornado6.5.7indirect
PyPItox4.56.4indirect
PyPItox-uv1.35.2indirect
PyPItox-uv-bare1.35.2indirect
PyPItqdm—indirect
PyPItqdm4.68.4indirect
PyPItrio0.33.0indirect
PyPItrove-classifiers2026.6.1.19indirect
PyPItwine6.2.0indirect
PyPIty0.0.60indirect
PyPItypes-tabulate0.10.0.20260508indirect
PyPItyping-extensions—indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata—indirect
PyPItzdata2026.3indirect
PyPIuc-micro-py2.0.0indirect
PyPIuncalled-for0.3.2indirect
PyPIurl-normalize3.0.0indirect
PyPIuuid-utils0.17.0indirect
PyPIuv0.11.29indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.6.1indirect
PyPIwatchdog—indirect
PyPIwatchfiles1.2.0indirect
PyPIwcmatch—indirect
PyPIwcwidth0.8.2indirect
PyPIweasyprint—indirect
PyPIwebcolors—indirect
PyPIwebencodings—indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets16.1indirect
PyPIwerkzeug3.1.8indirect
PyPIwrapt2.2.2indirect
PyPIwsproto1.3.2indirect
PyPIxmod1.10.0indirect
PyPIxxhash3.8.1indirect
PyPIyarl1.24.2indirect
PyPIzaproxy0.6.0indirect
PyPIzipp—indirect
PyPIzipp4.1.0indirect
PyPIzope-event6.2indirect
PyPIzope-interface8.5indirect
PyPIzopfli—indirect
PyPIzstandard0.25.0indirect
Dependency advisories 0

Installing pypi:mcp-contextforge-gateway@1.0.6 pulls in 91 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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          "body": "* feat(dataplane): publish per-backend add_headers/remove_headers\n\nThe dataplane consumer (contextforge-gateway-rs #4544) now accepts\nper-backend `add_headers` (map, overrides passthrough) and\n`remove_headers` (list, applied last) alongside the existing\n`passthrough_headers`. Thread both fields thro\n[…]\n Lang-Akshay <akshay.shinde26@ibm.com>\n\n* feat: added imgration and updated tests\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n---------\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>",
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          "headline": "fix: remove Python comment from JavaScript code in OAuth callback (#5…",
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          "is_bot": false,
          "headline": "fix(s390x): Downgrade Vite from 8 to 7 (#5958)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-30T12:26:51Z",
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          "body": "…dpoints (#5959) (#5979)\n\n* docs: document CSRF protection settings (#5959)\n\nAdd comprehensive CSRF Protection section to configuration.md documenting:\n- All 12 CSRF_* environment variables with code defaults and descriptions\n- Two independent CSRF implementations (middleware vs. admin routes)\n- Com\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "body": "…zer (#5961)\n\n* fix: generate strong per-run JWT secret in plugin integration harness\n\nThe plugin E2E harness defaulted JWT_SECRET_KEY to\n'my-test-key-but-now-longer-than-32-bytes', which is now on the\nknown-weak blocklist rejected by Settings validation in every\nenvironment — both the test gateway \n[…]\neal secrets with\n.secrets.baseline unchanged.\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
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          "oid": "75e9ccc01de7e2b61b41b3dfa16699e41f379689",
          "body": "* fix: harden REST tool outbound validation\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* test: align REST validation coverage\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* test: cover outbound validation branches\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com\n[…]\ne in URL validation\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix: harden REST tool outbound validation (#5925)",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-29T15:03:01Z",
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          "body": "The OAuth Dynamic Client Registration management endpoints gated only on\nthe `is_admin` flag and ignored the `token_teams` narrowing carried by\nscoped tokens. A team-narrowed admin API token could therefore list, read,\nand delete globally-stored `RegisteredOAuthClient` records outside its\nintended t\n[…]\nso interactive Admin UI access is unchanged.\n\nCloses GHSA-gj7g-7r6g-jc8v\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "headline": "Merge commit from fork",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-29T12:47:54Z",
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          "oid": "4a2d41f530892f51c48ad1d5930362eed72d4c71",
          "body": "* fix: use opaque dataplane subject ids\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* fix: resolve uuid jwt subjects for auth contexts\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* fix: preserve public-only jwt fallback\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gma\n[…]\ncom>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "headline": "fix: use opaque dataplane subject ids (#5708)",
          "author_name": "Pratik Gandhi",
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          "body": "* feat: added user_email to a2a_service\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* fixup: .secrets.baseline\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* feat: added user_email to a2a_service test\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* feat: addressed flagg\n[…]\ner gap\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* fixup: diff-cover\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n---------\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>",
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          "headline": "fix(security): harden A2A admin edit authorization (#5922)",
          "author_name": "Lang-Akshay",
          "author_login": "Lang-Akshay",
          "committed_at": "2026-07-28T15:28:46Z",
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          "oid": "9232a1c81cf732097960e8d04da68c1eb0663d05",
          "body": "* feat(api): support popup-based authorization flow for React UI\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Increase test coverage\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Document changes\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Code cleanup + tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
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          "headline": "feat(api): support popup-based authorization flow for React UI (#5661)",
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          "body": "…licts (#5920)\n\n* fix(resources): show specific message for duplicate resource URI conflicts\n\nCreating a resource with a URI that already exists surfaced in the Admin UI\nas \"Failed to add Resource (HTTP 409)\" with no indication of the offending\nfield. Two independent defects each produced that strin\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "body": "…isleading 403 (#5917)\n\n* fix(csrf): return 401 for unauthenticated write requests instead of misleading 403\n\nUnsafe-method requests with no Authorization header and no auth cookie\nfell into the CSRF-missing rejection before reaching the auth layer,\nreporting 403 CSRF_TOKEN_INVALID instead of 401 Au\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "headline": "fix(csrf): return 401 for unauthenticated write requests instead of m…",
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          "body": "* fix(admin-ui): fix CSRF failures on LLM Settings writes\n\nLLM Settings provider/model mutations 403'd under CSRF_ENABLED=true for\ntwo reasons.\n\nllmModels.js built request headers by hand and never attached\nX-CSRF-Token. Route all state-changing calls through a shared header\nbuilder that attaches th\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
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          "headline": "fix(admin-ui): fix CSRF failures on LLM Settings writes (#5780)",
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          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix-test-waits (#5927)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-28T12:40:34Z",
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        {
          "oid": "8bb5f5a7245c017248b12f8f037c2cbf3cc9adce",
          "body": "* chore: update python dependencies\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* update-dependency-review.yml exclusion\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* removed prospector\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fixed agent\n[…]\n\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "chore: update python dependencies (#5919)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-28T10:59:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b555bc4e5360db2ecb010f92320a0519485103f",
          "body": "Signed-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: create .env before compose-up in prod smoke check (#5923)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-28T10:45:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f3aa175b8b31f725070c69cfed1ba0ffbdc5eda",
          "body": "* fix: tighten root handling\nAdd stricter root URI validation and scoped admin gating.\nUpdate related config, import/export paths, and regression tests.\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fix: remediate root se\n[…]\n fixed review comments\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-28T09:00:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2348a25f308477db2fff5442de2420eec2f11cd3",
          "body": "… (#5790)\n\n* fix(llmchat): allow any worker to resume LLM Chat sessions from Redis\n\nPOST /llmchat/connect on one gunicorn worker followed by POST\n/llmchat/chat landing on another worker returned 400 \"No active\nsession found\", even with CACHE_TYPE=redis configured. Redis already\nstores ownership, con\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(llmchat): allow any worker to resume LLM Chat sessions from Redis…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-27T17:45:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf9130a5084a5c8de1e72095e7afbe53e5a33379",
          "body": "* Fix redis connection leak\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Fix redis connection leak\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Reworked fix to avoid test execution hanging\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Added log message and unit tests to cov\n[…]\n.m@ibm.com>\n\n---------\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "Fix redis connection leak (#5711)",
          "author_name": "aidbutlr",
          "author_login": "aidbutlr",
          "committed_at": "2026-07-27T15:32:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91f8920c2be2d8cf24c1c831fe3bc3903fef3ed9",
          "body": "…#5840)\n\nThe MCP Python SDK v2 stable release (targeted 2026-07-27/28) is a major\nrework with pervasive breaking changes (FastMCP rename, mcp.types split,\nWebSocket transport removal). Upstream guidance is to add a <2 upper bound\nbefore the release. Bound every first-party manifest and regenerate uv\n[…]\nlock;\nresolution stays on the 1.28.x line. fastmcp needs no change: its own mcp\ndependency is intersected with our direct <2 pin.\n\nCloses #5839\n\nSigned-off-by: Ahmad Al Tamimi <altamimi.dev@gmail.com>",
          "is_bot": false,
          "headline": "chore: pin mcp>=1.28.1,<2 ahead of MCP Python SDK v2 stable release (…",
          "author_name": "Ahmad Al Tamimi",
          "author_login": "Altamimi-Dev",
          "committed_at": "2026-07-27T12:51:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3fe3035e46f5079798766db83203bb892bf3fef7",
          "body": "…auth (#5802)\n\n* fix(mcp): resolve session-token sub UUID to email in streamable-HTTP auth\n\nSession tokens issued by /admin/login carry `sub` as the EmailUser.id UUID,\nwhile legacy/API tokens carry the email. The MCP streamable-HTTP auth path\ntreated `sub` as an email unconditionally, so the user lo\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(mcp): resolve session-token sub UUID to email in streamable-HTTP …",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-27T10:34:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "328f9508b8f06e33b5cc29977942862cc0fb7eff",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix: Force install of rollup fallback on s390x (#5836)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-27T10:12:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d08ba5dde46753ef6861b5592ebe941c3e04bbe",
          "body": "…5668)\n\n* fix(search): token-scope team results for admins in unified search\n\nComplements the non-admin team-scope fix: the admin branch of\nadmin_search_teams returns all teams (the admin management view) and ignored\ntoken scope, so an admin using a token explicitly narrowed to a team subset\nstill s\n[…]\nt_teams(team_ids=[...]) restricts results in the query; None = no filter.\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "fix(search): token-scope team results for admins in unified search (#…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-27T09:11:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ed6b014289b7a7d0c840b2fad22e57f6332fbff",
          "body": "* ci: add compose production smoke check\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: collect logs and tear down all compose profiles in smoke check\n\nDiagnostics (ps/logs) and the final compose-down ran without profile\nflags, so profile-only containers (with-fast-ti\n[…]\ny, keeping `up` starting one stack at a time.\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: add compose production smoke check (#5756)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-24T16:42:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6582992fa9345b971c8ea492ad0ff26fad53487d",
          "body": "* chore: fix pip-audit\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* edited change.log\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added changes to changelog\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fix detect secrets\n\nSigned-off-by: pr\n[…]\nprakhar.singh1928@ibm.com>\n\n* added warning comment for pip-audit\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "chore: fix pip-audit (#5787)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-24T16:42:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6e156e4ec0003c68380d78b5e734875cc70f500",
          "body": "…ng, agent docs, ignore files (#4453)\n\n* docs: add PR review workflow to AGENTS.md with cycle tracker template\n\nCodify the fixed-point review loop (review → fix → loop until zero blocking\nfindings), rebase recipe with conflict policy, scope verification against\nlinked issues, and the 6-step pre-merg\n[…]\nr.m@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "chore: developer tooling housekeeping — git hooks, secrets-scan tooli…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-24T12:49:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7e09928bcfa63d4e26e99d0aee875204d49d73be",
          "body": "* update documentation for pgo deployment of contextforge on openshift\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* Update section headings for better organization\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* add verification of success steps\n\nSigned-off-by: Claudia Gray \n[…]\nm.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "Docs/5693 update ocp pgo documentation (#5749)",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-24T12:08:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "534b9d2d5e785d56b1938affd5b2b15892d290ea",
          "body": "…r startup (#5808)\n\n* fix(docker-compose): restore gateway HOST binding and fast-time-server startup\n\n- gateway: add HOST=${GATEWAY_HOST:-0.0.0.0} so the container binds all\n  interfaces and other containers can reach it (lost in the Granian\n  removal)\n- fast_time_server: drop removed Go CLI flags (\n[…]\nngh1928@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix(docker-compose): restore gateway HOST binding and fast-time-serve…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-24T10:14:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3d538c74ac43188f6d2c6b6a28f6e1e86c7239f4",
          "body": "* fix(auth): enforce safe admin demotion rules\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* chore: updating .env.example file\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* feat: code cleanup\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* feat: addressing \n[…]\ngar <vishu.bhatnagar@ibm.com>\n\n* chore: normalize formatting after rebase\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "fix(auth): enforce safe admin demotion rules (#5644)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-24T10:05:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a877402371e7f57b648dbd8f1dbbeab5cfa4a4a",
          "body": "…) (#5809)\n\nThe Docker Security Scan merge-queue gate (Grype, severity-cutoff high)\nfails on CVE-2026-6477 in libpq 16.11-3.el10_1, shipped by the runtime\nstage's ubi10/ubi-minimal:10.2-1784581369 base. Red Hat has since\npublished libpq-16.14-1.el10_2 with the fix, but the pinned dated tag\npredates \n[…]\n --only-fixed --fail-on high flags the CI job uses - clean, no\nfindings.\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(docker): bump UBI_MINIMAL to pick up patched libpq (CVE-2026-6477…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-24T09:57:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "39414432a803090efa51acc6c506daba77d5d30c",
          "body": "* fix detect secrets\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fix linting\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* Fix plugin integration tests\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix detect secrets (#5788)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-23T16:12:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a37adccdce426c4ee4d971867f4f1a973af5ed1",
          "body": "* fix: harden JWT secret enforcement, remove hardcoded secrets, add startup validation (GHSA-8pcq-mx48-hjvj)\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added init_secrets options for dev\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* restored changelog\n- addre\n[…]\nkhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* removed e2e harness\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-23T13:16:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a86d68ac38af8e87c05438b68f1484477e562d3f",
          "body": "… counter on recovery (#4862)\n\n* fix: increase health check timeout from 5s to 30s and reset failure counter on recovery\n\nRoot cause: 24x timeout mismatch between periodic health checks (5s)\nand Test button (120s) caused false 'Offline' status for slow gateways.\n\nChanges:\n- mcpgateway/config.py: hea\n[…]\nitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Mohan Lakshmaiah <mohan.economist@gmail.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "[FIX]: Increase health check timeout from 5s to 30s and reset failure…",
          "author_name": "Mohan Lakshmaiah",
          "author_login": "MohanLaksh",
          "committed_at": "2026-07-23T12:58:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5713c1a4bc8c1f4f43320d1ebb75cde6c952da4d",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix: Vite rollup fallback on s390x (#5779)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-23T10:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0ed2f38fe6e53b0de3e12e99f6b86660a916519",
          "body": "Signed-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "chore(deps): bump cpex-secrets-detection to 0.3.10 (#5775)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-23T10:53:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77805b88b62654938f94fc3c39024de623e0a3ee",
          "body": "…#4636)\n\n* initial commit\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n* fix\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n* down revivion\n\nSigned-off-by: Rakh\n[…]\nar.m@ibm.com>\nSigned-off-by: Rakhi Dutta <rakhidutta@users.noreply.github.com>\nCo-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(rbac): add unique constraints for role/user_role race (#4482)   (…",
          "author_name": "rakdutta",
          "author_login": "rakdutta",
          "committed_at": "2026-07-23T10:33:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb58076cbbca34953f92fa7de8de78236d16777b",
          "body": "* chore: remove obsolete redis_fallback config references\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* test: address review on config-validation guard (anchor path, assert constructed)\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* fixed pre-commit\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* fixed pre-commit\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n---------\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>",
          "is_bot": false,
          "headline": "chore: remove obsolete redis_fallback config references (#5645)",
          "author_name": "Yosiefeyob",
          "author_login": "Yosiefeyob",
          "committed_at": "2026-07-23T10:00:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "666bfbfa54db2722cee9257dcfa3f9133d7b1d83",
          "body": "* refactor: remove Granian HTTP server option\n\nGranian (Rust-based ASGI server) is removed as an HTTP server option.\nGunicorn with Uvicorn workers is now the sole server.\n\nCode & build:\n- Delete run-granian.sh (420 lines)\n- Remove granian pip extra from pyproject.toml\n- Drop granian from Containerfi\n[…]\nssey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\nCo-authored-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "refactor: remove Granian HTTP server option (#5607)",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-22T18:50:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "757d899e018635df8807dee0fe8293057b2bc71f",
          "body": "* feat(teams): support bulk member creation in TeamCreateRequest\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n* fix(lint): suppress W0201 false positives on SQLAlchemy column assignments in _upsert_membership\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n* fix: normalise seed email to lowerca\n[…]\n<Marek.Dano@ibm.com>\n\n* fix: secrets baseline\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n---------\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\nCo-authored-by: Marek Dano <Marek.Dano@ibm.com>",
          "is_bot": false,
          "headline": "feat(teams): support bulk member creation in TeamCreateRequest (#5626)",
          "author_name": "Marek Dano",
          "author_login": "marekdano",
          "committed_at": "2026-07-22T14:11:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fbf79404ac2782460e5b00146b929116a2544ba",
          "body": "…s (#5244)\n\n* fix: resolve authorization_code OAuth gateway offline issues\n\nFix bug #5237 where authorization_code OAuth gateways would become\npermanently offline due to health check assumptions and destructive\ntoken handling.\n\nChanges:\n- Decouple health checks from token ownership for authorization\n[…]\njiteshnair@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(gateways): resolve authorization_code OAuth gateway offline issue…",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-22T14:09:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a22fa442ed90df030ba47287b0812354919e2d2",
          "body": "* Fixed lint\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Added skip check\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Corrected tags\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* added correct version\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Addressed review issues\n\n\n[…]\ndia Gray <claudiag082004@gmail.com>\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\nCo-authored-by: Claudia Gray <claudiag082004@gmail.com>\nCo-authored-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "fix(helm): resolve Helm chart linting issues (#5269)",
          "author_name": "__cafa__",
          "author_login": "cafalchio",
          "committed_at": "2026-07-22T13:48:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3fcca8841a9a8daf74f73ca6a201f1275cd5ea78",
          "body": "* Add v1 catalog API\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* fix: removing duplicate endpoint\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "Add v1 catalog API (#5544)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-22T13:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "471cb044c8f495b0c40bc36f0e7c19693a9d25b3",
          "body": "…5610)\n\n* feat(search): add versioned GET /v1/search unified search endpoint\n\nExpose unified cross-entity search at a stable, versioned, non-admin path\nso client-facing global search no longer depends on GET /admin/search, which\nis gated on admin.dashboard and slated for deprecation.\n\n- Extract the \n[…]\nwith\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n# pragma: allowlist secret per the repo convention for Python files.\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "feat(search): add versioned GET /v1/search unified search endpoint (#…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-22T13:35:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "921c7e907db01aa4b85b210984fa3958e42bd4f5",
          "body": "* ci: enable all arch build for workflow_dispatch manual trigger\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: restrict ppc64le build to workflow_dispatch only\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: fix null coercion, stale comments and wheels gate robustness\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: enable all arch build for workflow_dispatch manual trigger (#5751)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-22T12:08:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d24df05e7985787bfa3264ab45cee411e308a111",
          "body": "* bump-version 1.0.5 -> 1.0.6 / update ubi packages\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* Updated rust aand js\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Removed ui static from pyproject.toml\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Ran pre-commit\n\nSign\n[…]\nalchio@gmail.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "Release/v1.0.6 (#5738)",
          "author_name": "__cafa__",
          "author_login": "cafalchio",
          "committed_at": "2026-07-21T16:58:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec8a728014edb994ef4f685cf7f2e6ee32136a47",
          "body": "* Update roadmap for 1.0.6\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\n\n* uplifted the ubi10 base image tagg\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "Update roadmap for 1.0.6 (#5710)",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-21T11:03:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc421803418c0a5f8f696ccaa86a38c35c3f24b6",
          "body": "…FK deletes (#5659)\n\n* fix(api): use savepoint for personal team cascade delete and reorder FK deletes\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* code quality improvements\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix(api): use savepoint for personal team cascade delete and reorder …",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-20T12:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528577b95ffa14f03ef45e1e4ad8f8a24e1adf4d",
          "body": "* fix(auth): unify email extraction across all resource operations\n\nReplaced 23 instances of inconsistent email extraction patterns with\ncanonical get_user_email() helper to ensure email-over-sub precedence\nacross all resource CRUD operations.\n\nProblem: Resource update/delete operations used direct \n[…]\nr.m@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix(auth): unify email extraction across all resource operations (#4821)",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-20T11:43:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01b20b1c05917178488873103c1f44599e122a6b",
          "body": "* fix: return 404 for missing server and gateway deletes\nPreserve 403 for denied ownership and direct scoped callers.\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the comments\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix: return 404 for missing server and gateway deletes (#5672)",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-20T11:20:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7c6d44e9bc466049f5cdb325c751b04cbd27bcf",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix(ui): Add static assets to CSS bundle (#5705)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-20T09:49:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77d99dfd7f009c92b65c03650f0dc26a5fbebd72",
          "body": "…ion errors (#5663)\n\n* fix(transport,middleware): remove manual Content-Length headers causing compression errors\n\nFixes #5457\n\nWhen compression is enabled (COMPRESSION_ENABLED=true), manually setting\nContent-Length headers before the compression middleware runs causes\n\"Too much data for declared Co\n[…]\n>\n\n---------\n\nSigned-off-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>",
          "is_bot": false,
          "headline": "fix(transport): remove manual Content-Length headers causing compress…",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-20T09:48:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "050cfa2988aac67b4a578f45902318a4d15c7f07",
          "body": "…touched file to then become pyright compliant (#5703)\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Disable pyright, this had an unintended consequence of requiring any …",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-20T09:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5eece0fc91b560add83ccf8efc86f4312c5c76cd",
          "body": "…rget (#5634)\n\n* ci(pyright): add PR-scoped type check workflow and pyright-pr make target\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci(pyright): move pyright check into linting-full workflow\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* \n[…]\nonfig.json into pyproject.toml [tool.pyright]\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci(pyright): add PR-scoped type check workflow and pyright-pr make ta…",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-17T14:24:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "186abb91a9a9f61f93ba00b64a2c52f6b90447a8",
          "body": "Signed-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update python call in fix file headers pre-commit to use uv run (#5669)",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-17T13:20:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50602d6dc1c217ed60f7ac070f2a5210f53181a2",
          "body": "* fix cwe-117 improper output neutralization logs.\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* cwe_117_improper_output_neutralization_logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* fix cwe-117 improper output neutralization logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* fix cwe\n[…]\n fix cwe-117 improper output neutralization logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n---------\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\nCo-authored-by: AHERDERE <aherdere@ie.ibm.com>",
          "is_bot": false,
          "headline": "fix cwe-117 improper output neutralization logs. (#5441)",
          "author_name": "aherd1",
          "author_login": "aherd1",
          "committed_at": "2026-07-17T11:56:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "098dc0ea19b0c568ba840e30a86b1d4101db77ed",
          "body": "… (#5664)\n\n* fix(resources): revert resource name uniqueness constraint from #5158\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* chore: update .secrets.baseline line numbers\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* chore: update .secrets\n[…]\nate resource tests for name-uniqueness revert\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "fix(resources): revert resource name uniqueness constraint from #5158…",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-17T08:41:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "633a182799f9d9257fc43ba9430778d5e3dc98db",
          "body": "…… (#5637)\n\n* Update fix_file_headers to have generic default AUTHOR, defined COPYRIGHT line, and new line fix, and add pre-commit-config.yaml to execute the fix headers check as part of the pre-commit checks so that the author can see the changes\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.co\n[…]\n.hussey@ie.ibm.com>\n\n* Correct Makefile to not refer to authors for fix-headers\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update fix_file_headers to have generic default AUTHOR, defined COPYR…",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-16T16:22:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7b17f124bec1c46a94ab0d619c9727493236dffa",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "test: Fix pw test (#5653)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-16T14:48:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dbe41d1ee02dbcea2934dd847eff7d66f7c1736",
          "body": "Signed-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "Update SecretsDetection field filter config (#5635)",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-16T14:28:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f34d7a68c647c714be33a0e62f4caec9d0c03fd",
          "body": "… test endpoint (#5023)\n\n* fix: respect global ssrf_protection_enabled flag in gateway test endpoint\n\nThe /admin/gateways/test endpoint was unconditionally blocking private IPs\nregardless of the global ssrf_protection_enabled configuration flag. This\ncreated inconsistency with other endpoints and pr\n[…]\nan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\n\n---------\n\nSigned-off-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>",
          "is_bot": false,
          "headline": "fix(security): respect global ssrf_protection_enabled flag in gateway…",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-16T14:19:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d302a5a4abf73b0c5f5beef7cca2402dbc26fe53",
          "body": "…admin (#5647)\n\nThe pre-seeded Keycloak test user was configured with email\nadmin@example.com, identical to the default PLATFORM_ADMIN_EMAIL value\nin .env.example. On SSO login, resolve_session_teams() looks up the\nlocal user record by email and would find the built-in admin entry,\nsilently granting\n[…]\n admincf@example.com in\ninfra/keycloak/realm-export.json and update the matching reference in\nthe Keycloak SSO tutorial doc.\n\nCloses #5542\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix: rename Keycloak test user to avoid email collision with default …",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-16T14:15:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "444bb744fa36d48ff6711cace7d181a7fe182465",
          "body": "…rom change-password-required.html (#5646)\n\n* fix(templates): remove CSP-violating airgapped Tailwind JS branch from change-password-required.html\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added .secrets.baseline\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "chore(templates): remove CSP-violating airgapped Tailwind JS branch f…",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-16T14:14:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3efce136d0e0af0e742a063061daa607dbeee6d6",
          "body": "…check errors (#5654)\n\n* fix(services): rebuild fork-poisoned FileLock and back off on health-check errors\n\nGatewayService's FileLock is constructed once, before gunicorn --preload\nforks worker processes. Newer filelock releases detect reuse of a\npre-fork lock from a different PID and raise instead \n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(services): rebuild fork-poisoned FileLock and back off on health-…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-16T13:56:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dedfd8b2043b7bd6bcd228ad5ad12961aa95e205",
          "body": "* fix: bind join requests to team context\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: align join request not found handling\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* test: cover join request error branches\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: strengthen join request review handling\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-16T09:53:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e870427d8d1d28e6e57d801aaac6495d33e85051",
          "body": "* docs: add generic MCP extension framework ADR\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* docs: align extension framework ADR with security governance\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "docs: add generic MCP extension framework ADR (#5007)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-16T08:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c74d0eca0f2246dc079c9a6b07e6d489c6ac532",
          "body": "…rker across instances (#5430)\n\n* feat(plugins): add redis backend for cross-instance primary-worker election\n\nAdds an opt-in Redis backend so a single primary can be elected across multiple\ngateway instances/replicas, not just per host. The default stays filelock\n(per-host), so existing single-host\n[…]\n203@gmail.com>\n\n* chore: reindex .secrets.baseline after rebase onto main\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "feat(plugins): restrict non-hook plugin initialization to a single wo…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-15T20:10:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "378c40386007e3ac268d869425d38af3957ccef9",
          "body": "…de dependabot (#5623)\n\n* Remove renovate json file and update security.md to include dependabot\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* Update security.md wording to be accurate\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>",
          "is_bot": false,
          "headline": "FIX(CHORE): Remove renovate json file and update security.md to inclu…",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-15T16:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26d46a9b073b8812d96989844d624148785211f6",
          "body": "…s (#5611)\n\n* feat(plugins): extend S4 metrics allowlist for 5 new cpex-* plugins\n\nExtends _SAFE_STRING_FIELD_NAMES / _SAFE_NUMERIC_FIELD_NAMES so\nsecrets_detection, encoded_exfil_detection, url_reputation, rate_limiter,\nand retry_with_backoff metrics fields survive sanitization instead of\nbeing sil\n[…]\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh12.dmm@gmail.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "feat(plugins): consume metrics from 5 remaining bundled cpex-* plugin…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-15T15:54:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79f7d0fba03387666b26504700af01bc77a64f0a",
          "body": "…s/{tool_id} (#5314)\n\n* fix(schemas): extend ToolCreate/ToolUpdate assemble_auth to handle auth_headers array for authheaders auth type\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix tests\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* chore: update .secrets.baseline line numbers a\n[…]\nail.com>\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Marek Dano <Marek.Dano@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(schemas): persist auth_headers array in POST /tools and PUT /tool…",
          "author_name": "Shoumi M",
          "author_login": "shoummu1",
          "committed_at": "2026-07-15T15:53:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ccb4f58885d860b9eb3d5a1668fd3de43523588",
          "body": "* Fix playwright tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Adress comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Fix some more failing tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "Fix playwright tests (#5625)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-15T15:14:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a4252446d931aa93f2331d596311d32c131ec45",
          "body": "… connections (#4724)\n\n* fix(redis): raise maxclients from 10K to 30K to support 10 replicas. (#4630)\n- Update maxclients to 30,000 in all docker-compose files\n- Add redis.maxclients configuration to Helm chart (values.yaml, schema, configmap)\n- Update capacity formula comments: replicas × workers ×\n[…]\n* fix dead anchor in configuration.md, add helm-unittest for deployment-redis\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>",
          "is_bot": false,
          "headline": "FIX(REDIS): Raise maxclients from 10000 to 15000 and reduce redis max…",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-15T15:04:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48b1efe3d9e8e712cdb7562dcb487e9a79486eb7",
          "body": "…ts that run on Go (#5596)\n\n* fix: remove premature exit in Containerfile and restore Go linting targets\n\n- Containerfile: Remove stray \"exit 0\" inside the ENABLE_RUST=false\n  fallback block that caused a buildkit warning and would short-circuit\n  the build when ENABLE_RUST=true with a trailing back\n[…]\n0x.com>\n\n* Remove LINT_GO_TOOLCHAIN\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix: remove premature exit in Containerfile and restore linting targe…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-15T14:50:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6a5ca58ddbe181b00813a456df008e39dc1da6cf",
          "body": "…s (#5515)\n\nThe compliance virtual_server fixture connected to /servers/{id}/mcp\nimmediately after creation. On split deployments that route is served\nfrom asynchronously published dataplane config, so early gateway_virtual\nrows failed with 404/400 before the first snapshot landed. Probe the\nroute until it accepts (75s deadline, one default publish interval plus\nslack); control-plane-only deployments return on the first probe.\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "test: wait for per-server route before compliance gateway_virtual run…",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-15T14:33:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1500d8692a833b6ce4e1d4f3807a2866fdc3599a",
          "body": "…(#5622)\n\n* Update secrets and reset some of content from .secrets.baseline file\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n* Updates with linting formatting\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n* Update to pass grype issues with container build\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update secrets and reset some of content from .secrets.baseline file …",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-15T13:20:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992e6926aaf4f9c846b15ba10255ccf0a8f84239",
          "body": "Signed-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "feat: publish dataplane resource uris and capabilities (#5588)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T15:53:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91b582f1845d423ca9004106875547c6cd8bb9ba",
          "body": "* fix(output-length-guard): enforce limits on resource.text in content array\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* test(output-length-guard): fix always-skipped double-truncation test\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* test\n[…]\nMohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "Fix/output length guard resource bypass (#5619)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-14T14:47:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "db336492659fc389ea0cf15429631b736b598606",
          "body": "* test: retry live RBAC per-server access\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* feat: make dataplane publisher snapshot interval configurable\n\nThe dataplane publisher interval was a hardcoded 60s module constant,\nso runtime-created users and servers stayed invisible to the dataplane\nfor \n[…]\nm.com>\n\n* chore: refresh secrets baseline\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "test: retry live RBAC per-server access (#5482)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T14:13:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4873c4c186f3f8b7af6daa40af4252fe690c92bf",
          "body": "…otifications now relayed (#5603)\n\nThe POST-correlated notification relay fix closes GAP-001 (server-initiated\nlog notifications) and GAP-002 (progress notifications) on gateway_proxy\nand gateway_virtual targets.\n\n- Remove xfail_on from test_log_message_reaches_client and\n  test_progress_notifications_delivered\n- Move GAP-001 and GAP-002 to Closed gaps in COMPLIANCE_GAPS.md\n- Update GAP-011 cross-reference to exclude closed gaps\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>",
          "is_bot": false,
          "headline": "test(protocol): remove xfail for GAP-001/GAP-002 — log and progress n…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-14T13:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fc997ef988383eb81f56568ae21ba2cc785ce8f",
          "body": "* feat: add MCP Apps extension substrate\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* docs: document MCP Apps extension substrate\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* fix: linearize MCP Apps migration\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n\n[…]\nr <vishu.bhatnagar@ibm.com>\n\n* chore: finalize MCP Apps branch validation\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "feat: add MCP Apps support (#5079)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-14T13:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d354ab62da210ec7357745287aebbd6253e9e7a7",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "hotfix: ppc & s390x CSS builds (#5620)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-14T12:52:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa7a35de25ac6a4c1b82371143ee4f17acfb1795",
          "body": "* Fix templated resource proxy reads\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: address templated resource review feedback\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "Fix templated resource proxy reads (#5569)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T11:27:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f06618512a2161d3cbb90beeaef9d9c0f2bfedb",
          "body": "* Package all js libs\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Compress (gzip) bundle\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Divide JS into chunks\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Edit docs\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Rem\n[…]\ne>\n\n* Rebase\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Fix failing tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "Package all js libs (#5481)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-14T10:56:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6703151eac5c8825d36ecb24c8a3a0a3f4688f2f",
          "body": "* fix(a2a): pass allowlisted headers to tool pre-invoke hooks\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* docs: cover A2A passthrough headers\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* fix(a2a): keep sensitive headers out of tool hooks\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* fix(\n[…]\nh headers\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* test(a2a): use complete plugin results\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n---------\n\nSigned-off-by: King Star <mcxin.y@gmail.com>",
          "is_bot": false,
          "headline": "fix(a2a): pass safe headers to tool pre-invoke hooks (#4925)",
          "author_name": "King Star",
          "author_login": "jstar0",
          "committed_at": "2026-07-14T10:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fd6b8997eb1fb9675457002fb8bd839f2742f13",
          "body": "…ce name (#5158)\n\n* fix: show meaningful 409 message for duplicate resource name\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix: address regressions in resource name conflict handling\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix: resolve lint, alembic branch, and diff-cover f\n[…]\numar Moharajan <suresh.kumar.m@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(resources): show meaningful conflict message for duplicate resour…",
          "author_name": "Shoumi M",
          "author_login": "shoummu1",
          "committed_at": "2026-07-14T02:19:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d377dedcd386eab4e6698681b06b3b1e05ef915f",
          "body": "* refactor(csp): modernize Content Security Policy configuration\n\nUpdate CSP headers to follow modern web standards and best practices.\nMigrate from Tailwind CDN to precompiled CSS for improved performance\nand compatibility with CSP Level 3 recommendations.\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@y\n[…]\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Gabriel Costa <gabrielcg@proton.me>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "Modernize Content Security Policy Configuration (#5111)",
          "author_name": "rakdutta",
          "author_login": "rakdutta",
          "committed_at": "2026-07-13T23:47:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "da7971d1e20262f31cad6dea33ccecff368c9a2d",
          "body": "…ker (#5406)\n\n* feat(plugins): elect a single primary worker for non-hook plugin init\n\nUnder multiple worker processes (gunicorn workers > 1) every worker loads\nthe plugin manager and runs each plugin's initialize(). A non-hook plugin\nthat performs a side effect on startup or in a background task th\n[…]\n: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(plugins): restrict non-hook plugin initialization to a single wor…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-13T22:06:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55a677f45ec67061a1eba027d4a17d4150ff3d74",
          "body": "* updated python dependencies\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* updated uv.lock/pyproject.toml\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "chore:updated python dependencies (#5605)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-13T15:40:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "808b1f93c1ded2d0654ed5353f69d44b7c8961e1",
          "body": "* fix(dataplane_publisher): publish streamable-HTTP backends only\n\nThe dataplane proxies streamable-HTTP upstreams only; publishing other\ntransports (e.g. SSE, deprecated and removed in the 2026-07-28 MCP\nprotocol update) advertised backends it cannot serve, which surfaced as\nsuccessful tools/list r\n[…]\ngned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(dataplane_publisher): publish streamable-HTTP backends only (#5519)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-13T15:22:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d6eb379b905cd6aefced1306008a2261ec1dbbf3",
          "body": "…od restart (#5003)\n\n* fix(bootstrap): Serialize fast-path bootstrap helpers with advisory lock to prevent race conditions (fixes #4993)\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\n\n* test: Add automated test script for issue #4993 race condition fix\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@\n[…]\noff-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "PR: Fix bootstrap_resource_assignments race condition on concurrent p…",
          "author_name": "rakdutta",
          "author_login": "rakdutta",
          "committed_at": "2026-07-13T13:59:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc429d9181675f00eca959bf7261764ecabb392a",
          "body": "…gateway registration (#5601)\n\n* fix: add SSRF protection tests for OAuth redirect_uri and jwks_uri\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* fix: refactor token request handling in OAuthManager to use dedicated method\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n---------\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\nCo-authored-by: Brian Hussey <brian.hussey@ie.ibm.com>",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "8,517 followers of IBM",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 8517,
                      "login": "IBM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3925 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3925
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mcp-contextforge-gateway"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "26 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "26 out of 26 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "agents",
                "ai",
                "api-gateway",
                "asyncio",
                "authentication-middleware",
                "devops",
                "docker",
                "fastapi",
                "federation",
                "gateway",
                "generative-ai",
                "jwt",
                "kubernetes",
                "llm-agents",
                "mcp",
                "model-context-protocol",
                "observability",
                "prompt-engineering",
                "python",
                "tools"
              ],
              "has_wiki": true,
              "homepage": "https://ibm.github.io/mcp-context-forge/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ibm.github.io/mcp-context-forge/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 76,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "26 out of 26 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 26/30 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mcp-contextforge-gateway@1.0.6 runtime dependency closure — what installing the published package pulls in — 91 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:mcp-contextforge-gateway@1.0.6",
                  "assessed": 91
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 91,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 91,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 9
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 79,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.99,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "charts/AGENTS.md",
                "docs/AGENTS.md",
                "plugins/AGENTS.md",
                "tests/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 28726
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "charts/mcp-stack/Makefile",
                "crates/mcp_runtime/Makefile",
                "crates/wrapper/Makefile",
                "docs/Makefile",
                "mcp-servers/python/compliance_reference_server/Makefile",
                "mcp-servers/python/data_analysis_server/Makefile",
                "mcp-servers/python/graphviz_server/Makefile",
                "mcp-servers/python/mcp-rss-search/Makefile",
                "mcp-servers/python/mcp_eval_server/Makefile",
                "mcp-servers/python/output_schema_test_server/Makefile",
                "mcp-servers/python/python_sandbox_server/Makefile",
                "mcp-servers/python/url_to_markdown_server/Makefile",
                "mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile",
                "mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile",
                "plugins/external/cedar/Makefile",
                "plugins/external/llmguard/Makefile",
                "plugins/external/opa/Makefile",
                "tests/client/Makefile",
                "tests/load/Makefile",
                "tests/performance/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "mcpgateway/py.typed"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "Cargo.toml",
                "crates/mcp_runtime/Cargo.toml",
                "crates/request_logging_masking_native_extension/Cargo.toml",
                "crates/wrapper/Cargo.toml",
                "mcp-servers/templates/go/{{cookiecutter.project_slug}}/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, charts/mcp-stack/Makefile, crates/mcp_runtime/Makefile, crates/wrapper/Makefile, docs/Makefile, mcp-servers/python/compliance_reference_server/Makefile, mcp-servers/python/data_analysis_server/Makefile, mcp-servers/python/graphviz_server/Makefile, mcp-servers/python/mcp-rss-search/Makefile, mcp-servers/python/mcp_eval_server/Makefile, mcp-servers/python/output_schema_test_server/Makefile, mcp-servers/python/python_sandbox_server/Makefile, mcp-servers/python/url_to_markdown_server/Makefile, mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile, mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile, plugins/external/cedar/Makefile, plugins/external/llmguard/Makefile, plugins/external/opa/Makefile, tests/client/Makefile, tests/load/Makefile, tests/performance/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                "max_points": 18
              },
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                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
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                "key": "static_type_checking",
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                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mcpgateway/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 1246496,
              "source_files_sampled": 1737,
              "oversized_source_files": 106
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (mcpgateway/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
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                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "106/1737 source files over 60KB",
                "points": 51.6,
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                  {
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            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
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                "status": "met",
                "details": [],
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              },
              {
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                "points": 40,
                "status": "met",
                "details": [
                  {
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                    "params": {
                      "files": "examples"
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                  }
                ],
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              }
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "network-service",
        "cli",
        "library",
        "mcp-server"
      ],
      "scores": {
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        "library": 15,
        "mcp-server": 7,
        "network-service": 25
      },
      "primary": "network-service",
      "evidence": [
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          "tier": "declared",
          "label": "cli",
          "source": "pypi.console_scripts",
          "weight": 10
        },
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          "tier": "declared",
          "label": "library",
          "source": "pypi.classifier:Topic :: Software Development :: Libraries",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
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        },
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          "label": "cli",
          "source": "dep:typer",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:mcp",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:fastapi",
          "weight": 4
        },
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          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:starlette",
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        },
        {
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        },
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        },
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          "source": "tree.serverless",
          "weight": 4
        },
        {
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          "label": "cli",
          "source": "tree.cargo_main",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "library",
          "source": "tree.cargo_lib",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.compose",
          "weight": 3
        },
        {
          "tier": "tags",
          "label": "network-service",
          "source": "tag:api-gateway",
          "weight": 2
        }
      ],
      "artifacts": [
        {
          "path": "Cargo.toml",
          "labels": [],
          "ecosystem": "crates"
        },
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          "labels": [
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            "library"
          ],
          "ecosystem": "pypi"
        }
      ],
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      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "First-time contributor figures cover 12 of 19 authors (cap 12)"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-03T01:15:29.723980Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/IBM/mcp-context-forge.svg",
  "full_name": "IBM/mcp-context-forge",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.30.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.