Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-20 01:26 UTC

mitodl / agent-kit

Team toolkit for AI agent utilities: skills, custom agents, MCP helpers, and configurations

Python · TypeScriptBSD-3-Clause★ 5 stars⑂ 0 forkssince Mar 2026View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

mitodl/agent-kit holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (96/100) and lowest on Community & Adoption (38/100). It was last updated today. A single contributor accounts for most of its recent work.

83
overall / 100
Excellent

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.

83
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

MIT Office of Digital LearningOrganization
81 followers306 public repossince Jun 2014

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIol-agent-kit0.1.4170533 days agoagentcoding-agentmcpmeta-package
PyPIwitan-core0.43.11,959470 days agoagentcoding-agentmcpomnigraphshared
PyPIagent-config-kit0.13.13,491190 days ago—

Metrics by category

Vitality

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

75Good · 21% of overall

Development activity

81Excellent
How it's scored
36/36Push recency — last push 0 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 506 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year506
human_commit_share0.76
days_since_last_push0
active_weeks_last_year24

Release discipline

67Good
How it's scored
27/27Ships releases — 1 releases published
27/36Release recency — latest release 119 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count1
latest_release_tagv0.1.0
releases_from_tagsno
days_since_latest_release119
mean_days_between_releases—

Community & Adoption

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

38Weak · 17% of overall

Popularity & adoption

10Critical
How it's scored
9.8/60Stars — 5 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars5
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

57Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-3-Clause)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateyes

Ecosystem adoption (downloads)

56Moderate
How it's scored
44.4/80Monthly downloads — 2,129 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesol-agent-kit, witan-core
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,129
unverified_packages_excludedagent-config-kit
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

66Good · 23% of overall

Maintainer resilience (bus factor)

32At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3/22.5Commit distribution — top contributor authored 87% of commits
9.5/13.5Contributor breadth — 7 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled7
top_contributor_share0.867

Issue & PR responsiveness

78Good
How it's scored
30/42Issue resolution — 71% of issues closed
28.9/30PR acceptance — 461/478 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
6/15OpenSSF Scorecard: Code-Review — Found 13/29 approved changesets -- score normalized to 4
Inputs used
merged_prs461
open_issues4
closed_issues10
prs_merged_7d32
prs_decided_7d32
prs_merged_30d50
prs_decided_30d50
issue_closed_ratio0.714
closed_unmerged_prs17
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

69Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.8/25Owner reach — 81 followers of mitodl
25/25Track record — 306 public repos, account ~12 yr old
Inputs used
followers81
owner_typeOrganization
is_verifiedno
owner_loginmitodl
public_repos306
account_age_days4,506

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 3 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 47 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesol-agent-kit, witan-core, agent-config-kit
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 16 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://github.com/mitodl/agent-kit/blob/main/packages/agent-kit/README.md
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_sitehttps://github.com/mitodl/agent-kit/blob/main/packages/agent-kit/README.md
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

75Good · 16% of overall

Security posture

69Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 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
3/7.5Code-Review — Found 13/29 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not 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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.9

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_packages97
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:ol-agent-kit@0.1.4 runtime dependency closure — what installing the published package pulls in — 97 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.

96Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://witan-context.readthedocs.io/llms.txt)
40/40Legible commit history — 76 of 76 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://witan-context.readthedocs.io/llms.txt
legible_history_share1
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes12,087

Verify loop (build / test / typecheck)

98Exceptional
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — mcp/servers/witan/pyrightconfig.json, mcp/servers/witan/ui/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 36 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 24 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesjustfile
has_devcontainerno
has_linter_configyes
typecheck_configsmcp/servers/witan/pyrightconfig.json, mcp/servers/witan/ui/tsconfig.json
agent_commit_share0.36
toolchain_manifests—
dependency_bot_commit_share0.24

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (mcp/servers/witan/pyrightconfig.json, mcp/servers/witan/ui/tsconfig.json)
53.9/55Manageable file sizes — 8/406 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes376,681
source_files_sampled406
oversized_source_files8

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

5GitHub stars
7contributors
506commits, last 12 months
0days since last push
1releases
1bus factor
4open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-10-20 01:26 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 13/29 approved changesets -- score normalized to 4
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
PyPIpydantic>=2,<3packages/agent-config-kit/pyproject.toml
PyPItomlkit>=0.13,<1packages/agent-config-kit/pyproject.toml
PyPIagent-config-kit>=0.3.7packages/agent-kit/pyproject.toml
PyPIwitan-council>=0.34.0packages/agent-kit/pyproject.toml
PyPIwitan-code>=0.19.0packages/agent-kit/pyproject.toml
All dependencies 386

Full resolved dependency set from the GitHub dependency graph: 14 direct and 372 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIagent-config-kit—direct
PyPIagent-config-kit0.13.1direct
PyPIagent-config-kit0.4.0direct
PyPIpydantic—direct
PyPIpydantic2.13.4direct
PyPIpydantic2.13.5direct
PyPItomlkit—direct
PyPItomlkit0.15.1direct
PyPIwitan-code—direct
PyPIwitan-code0.26.0direct
PyPIwitan-code0.3.0direct
PyPIwitan-council—direct
PyPIwitan-council0.3.0direct
PyPIwitan-council0.42.0direct
npm@asamuzakjp/css-color7.1.2indirect
npm@asamuzakjp/dom-selector9.2.2indirect
npm@biomejs/biome2.5.15indirect
npm@biomejs/cli-darwin-arm642.5.15indirect
npm@biomejs/cli-darwin-x642.5.15indirect
npm@biomejs/cli-linux-arm642.5.15indirect
npm@biomejs/cli-linux-arm64-musl2.5.15indirect
npm@biomejs/cli-linux-x642.5.15indirect
npm@biomejs/cli-linux-x64-musl2.5.15indirect
npm@biomejs/cli-win32-arm642.5.15indirect
npm@biomejs/cli-win32-x642.5.15indirect
npm@bramus/specificity2.4.2indirect
npm@csstools/color-helpers6.1.2indirect
npm@csstools/css-calc3.4.1indirect
npm@csstools/css-color-parser4.2.4indirect
npm@csstools/css-parser-algorithms4.0.1indirect
npm@csstools/css-syntax-patches-for-csstree1.1.14indirect
npm@csstools/css-tokenizer4.0.2indirect
npm@egjs/hammerjs2.0.17indirect
npm@exodus/bytes1.16.0indirect
npm@fontsource/alegreya5.3.0indirect
npm@fontsource/alegreya-sans5.3.0indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/sourcemap-codec1.6.0indirect
npm@jridgewell/trace-mapping0.3.31indirect
npm@modelcontextprotocol/client2.2.0indirect
npm@modelcontextprotocol/core2.2.0indirect
npm@modelcontextprotocol/ext-apps2.0.3indirect
npm@oxc-project/types0.151.0indirect
npm@rolldown/binding-android-arm-eabi1.2.11indirect
npm@rolldown/binding-android-arm641.2.11indirect
npm@rolldown/binding-darwin-arm641.2.11indirect
npm@rolldown/binding-darwin-x641.2.11indirect
npm@rolldown/binding-freebsd-x641.2.11indirect
npm@rolldown/binding-linux-arm-gnueabihf1.2.11indirect
npm@rolldown/binding-linux-arm64-gnu1.2.11indirect
npm@rolldown/binding-linux-arm64-musl1.2.11indirect
npm@rolldown/binding-linux-ppc64-gnu1.2.11indirect
npm@rolldown/binding-linux-s390x-gnu1.2.11indirect
npm@rolldown/binding-linux-x64-gnu1.2.11indirect
npm@rolldown/binding-linux-x64-musl1.2.11indirect
npm@rolldown/binding-openharmony-arm641.2.11indirect
npm@rolldown/binding-win32-arm64-msvc1.2.11indirect
npm@rolldown/binding-win32-x64-msvc1.2.11indirect
npm@rolldown/pluginutils1.0.1indirect
npm@standard-schema/spec1.1.0indirect
npm@types/chai5.2.3indirect
npm@types/deep-eql4.0.2indirect
npm@types/estree1.0.9indirect
npm@types/hammerjs2.0.46indirect
npm@types/trusted-types2.0.7indirect
npm@typescript/typescript-aix-ppc647.0.2indirect
npm@typescript/typescript-darwin-arm647.0.2indirect
npm@typescript/typescript-darwin-x647.0.2indirect
npm@typescript/typescript-freebsd-arm647.0.2indirect
npm@typescript/typescript-freebsd-x647.0.2indirect
npm@typescript/typescript-linux-arm7.0.2indirect
npm@typescript/typescript-linux-arm647.0.2indirect
npm@typescript/typescript-linux-loong647.0.2indirect
npm@typescript/typescript-linux-mips64el7.0.2indirect
npm@typescript/typescript-linux-ppc647.0.2indirect
npm@typescript/typescript-linux-riscv647.0.2indirect
npm@typescript/typescript-linux-s390x7.0.2indirect
npm@typescript/typescript-linux-x647.0.2indirect
npm@typescript/typescript-netbsd-arm647.0.2indirect
npm@typescript/typescript-netbsd-x647.0.2indirect
npm@typescript/typescript-openbsd-arm647.0.2indirect
npm@typescript/typescript-openbsd-x647.0.2indirect
npm@typescript/typescript-sunos-x647.0.2indirect
npm@typescript/typescript-win32-arm647.0.2indirect
npm@typescript/typescript-win32-x647.0.2indirect
npm@vitest/mocker5.0.3indirect
npm@vitest/spy5.0.3indirect
npmargparse3.0.2indirect
npmassertion-error2.0.1indirect
npmbidi-js1.1.0indirect
npmbraces3.0.3indirect
npmchai6.2.2indirect
npmcomponent-emitter2.0.0indirect
npmcross-spawn7.0.6indirect
npmcss-tree3.2.1indirect
npmdata-urls7.0.0indirect
npmdecimal.js10.6.0indirect
npmdetect-libc2.1.2indirect
npmentities8.1.0indirect
npmes-module-lexer2.3.2indirect
npmestree-walker3.0.3indirect
npmeventsource3.0.7indirect
npmeventsource-parser3.1.1indirect
npmexpect-type1.4.0indirect
npmfdir6.5.0indirect
npmfill-range7.1.1indirect
npmfsevents2.3.3indirect
npmhtml-encoding-sniffer7.0.0indirect
npmis-number7.0.0indirect
npmis-potential-custom-element-name1.0.1indirect
npmisexe2.0.0indirect
npmjose6.2.12indirect
npmjsdom30.1.1indirect
npmkeycharm0.4.0indirect
npmlightningcss1.33.0indirect
npmlightningcss-android-arm641.33.0indirect
npmlightningcss-darwin-arm641.33.0indirect
npmlightningcss-darwin-x641.33.0indirect
npmlightningcss-freebsd-x641.33.0indirect
npmlightningcss-linux-arm-gnueabihf1.33.0indirect
npmlightningcss-linux-arm64-gnu1.33.0indirect
npmlightningcss-linux-arm64-musl1.33.0indirect
npmlightningcss-linux-x64-gnu1.33.0indirect
npmlightningcss-linux-x64-musl1.33.0indirect
npmlightningcss-win32-arm64-msvc1.33.0indirect
npmlightningcss-win32-x64-msvc1.33.0indirect
npmlinkify-it6.1.0indirect
npmlit-html3.3.3indirect
npmlru-cache11.5.3indirect
npmmagic-string1.4.2indirect
npmmarkdown-it15.0.2indirect
npmmdn-data2.27.1indirect
npmmdurl2.1.0indirect
npmmicromatch4.0.8indirect
npmnanoid3.3.19indirect
npmobug2.2.1indirect
npmoidc-spa10.2.15indirect
npmparse58.0.1indirect
npmpath-key3.1.1indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.7indirect
npmpkce-challenge5.0.1indirect
npmpostcss8.5.28indirect
npmpunycode2.3.1indirect
npmpunycode.js2.3.1indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.2.11indirect
npmsaxes6.0.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsource-map-js1.2.1indirect
npmstd-env4.2.0indirect
npmtinybench6.2.0indirect
npmtinyexec1.3.1indirect
npmtinyglobby0.2.17indirect
npmtldts7.4.16indirect
npmtldts-core7.4.16indirect
npmto-regex-range5.0.1indirect
npmtough-cookie6.0.2indirect
npmtr466.0.0indirect
npmtypescript7.0.2indirect
npmuc.micro3.0.0indirect
npmundici8.11.2indirect
npmuuid14.0.2indirect
npmvis-data8.0.5indirect
npmvis-network10.1.2indirect
npmvis-util6.0.2indirect
npmvite8.3.2indirect
npmvite-plugin-singlefile2.3.3indirect
npmvitest5.0.3indirect
npmw3c-xmlserializer6.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url17.1.2indirect
npmwhich2.0.2indirect
npmwhy-is-node-running3.2.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmzod4.6.5indirect
PyPIaiofile3.11.1indirect
PyPIaiofile3.12.3indirect
PyPIannotated-doc0.0.5indirect
PyPIannotated-types0.7.0indirect
PyPIannotated-types0.8.0indirect
PyPIanyio4.13.0indirect
PyPIanyio4.14.2indirect
PyPIanyio4.15.1indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIauthlib1.7.2indirect
PyPIauthlib1.8.0indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbeartype0.22.9indirect
PyPIburner-redis0.1.7indirect
PyPIcachetools7.1.4indirect
PyPIcachetools7.2.0indirect
PyPIcaio0.12.9indirect
PyPIcaio0.9.25indirect
PyPIcertifi2026.5.20indirect
PyPIcertifi2026.6.17indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.0.0indirect
PyPIcffi2.1.0indirect
PyPIcffi2.1.1indirect
PyPIclick8.4.1indirect
PyPIclick8.4.2indirect
PyPIclick8.5.0indirect
PyPIcloudpickle3.1.2indirect
PyPIcolorama0.4.6indirect
PyPIcronsim2.7indirect
PyPIcryptography48.0.0indirect
PyPIcryptography49.0.0indirect
PyPIcryptography50.0.1indirect
PyPIcyclopts—indirect
PyPIcyclopts4.16.1indirect
PyPIcyclopts4.21.0indirect
PyPIcyclopts5.0.0indirect
PyPIdnspython2.8.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIemail-validator2.3.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
PyPIfastmcp—indirect
PyPIfastmcp3.3.1indirect
PyPIfastmcp3.4.4indirect
PyPIfastmcp4.0.10indirect
PyPIfastmcp-slim3.3.1indirect
PyPIfastmcp-slim3.4.4indirect
PyPIfastmcp-slim4.0.10indirect
PyPIfastmcp-tasks—indirect
PyPIfastmcp-tasks4.0.10indirect
PyPIgoogleapis-common-protos1.75.4indirect
PyPIgriffelib2.0.2indirect
PyPIgriffelib2.1.0indirect
PyPIgriffelib2.3.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.13.1indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIhttpx2—indirect
PyPIhttpx22.13.1indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIidna3.17indirect
PyPIidna3.18indirect
PyPIidna3.20indirect
PyPIimportlib-metadata9.0.0indirect
PyPIimportlib-metadata9.0.1indirect
PyPIiniconfig2.3.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.5.0indirect
PyPIjaraco-functools4.6.0indirect
PyPIjeepney0.9.0indirect
PyPIjoserfc—indirect
PyPIjoserfc1.6.8indirect
PyPIjoserfc1.7.3indirect
PyPIjoserfc1.7.5indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-path0.5.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeyring25.7.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImcp1.27.1indirect
PyPImcp1.28.1indirect
PyPImcp2.2.0indirect
PyPImcp-types2.2.0indirect
PyPImdurl0.1.2indirect
PyPImore-itertools11.1.0indirect
PyPIol-agent-kit0.1.1indirect
PyPIol-agent-kit0.1.4indirect
PyPIomnigraph-memory0.1.0indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-api1.42.1indirect
PyPIopentelemetry-api1.43.0indirect
PyPIopentelemetry-api1.45.0indirect
PyPIopentelemetry-exporter-http-transport0.66b0indirect
PyPIopentelemetry-exporter-otlp-common0.66b0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.45.0indirect
PyPIopentelemetry-exporter-otlp-proto-http—indirect
PyPIopentelemetry-exporter-otlp-proto-http1.45.0indirect
PyPIopentelemetry-proto1.45.0indirect
PyPIopentelemetry-sdk—indirect
PyPIopentelemetry-sdk1.45.0indirect
PyPIopentelemetry-semantic-conventions0.66b0indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpathable0.6.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.12.1indirect
PyPIpluggy1.6.0indirect
PyPIprek0.5.5indirect
PyPIprometheus-client0.26.0indirect
PyPIprotobuf7.36.2indirect
PyPIpy-key-value-aio0.4.5indirect
PyPIpy-key-value-aio0.4.6indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-settings2.14.1indirect
PyPIpydantic-settings2.14.2indirect
PyPIpydantic-settings2.15.0indirect
PyPIpydocket0.25.2indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpyjwt2.13.0indirect
PyPIpyjwt2.15.0indirect
PyPIpyperclip1.11.0indirect
PyPIpytest—indirect
PyPIpytest9.1.1indirect
PyPIpytest-xdist—indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-dotenv1.2.3indirect
PyPIpython-json-logger4.2.0indirect
PyPIpython-multipart0.0.29indirect
PyPIpython-multipart0.0.32indirect
PyPIpywin32311indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml—indirect
PyPIpyyaml6.0.3indirect
PyPIredis8.1.0indirect
PyPIreferencing0.37.0indirect
PyPIrich—indirect
PyPIrich15.0.0indirect
PyPIrich-rst2.0.1indirect
PyPIrich-rst2.1.0indirect
PyPIrich-rst2.2.0indirect
PyPIrpds-py2026.5.1indirect
PyPIrpds-py2026.6.3indirect
PyPIsecretstorage3.5.0indirect
PyPIsentry-sdk—indirect
PyPIsentry-sdk2.71.0indirect
PyPIshellingham1.5.4indirect
PyPIsse-starlette3.4.11indirect
PyPIsse-starlette3.4.4indirect
PyPIsse-starlette3.4.5indirect
PyPIstarlette1.2.0indirect
PyPIstarlette1.3.1indirect
PyPIstarlette1.7.0indirect
PyPIstructlog—indirect
PyPIstructlog26.1.0indirect
PyPItomli-w—indirect
PyPItomli-w1.2.0indirect
PyPItree-sitter—indirect
PyPItree-sitter0.25.2indirect
PyPItree-sitter-bash—indirect
PyPItree-sitter-bash0.25.1indirect
PyPItree-sitter-go—indirect
PyPItree-sitter-go0.25.0indirect
PyPItree-sitter-hcl—indirect
PyPItree-sitter-hcl1.2.0indirect
PyPItree-sitter-python—indirect
PyPItree-sitter-python0.25.0indirect
PyPItree-sitter-sql—indirect
PyPItree-sitter-sql0.3.11indirect
PyPItree-sitter-typescript—indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItree-sitter-yaml—indirect
PyPItree-sitter-yaml0.7.2indirect
PyPItruststore0.10.4indirect
PyPItyper0.27.2indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.4indirect
PyPIuncalled-for0.3.2indirect
PyPIuncalled-for0.4.0indirect
PyPIurllib32.8.0indirect
PyPIuvicorn0.48.0indirect
PyPIuvicorn0.51.0indirect
PyPIuvicorn0.54.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwatchfiles1.3.0indirect
PyPIwebsockets16.0indirect
PyPIwebsockets16.1indirect
PyPIwebsockets17.1indirect
PyPIwitan-core—indirect
PyPIwitan-core0.43.1indirect
PyPIzipp4.1.0indirect
Dependency advisories 0

Installing pypi:ol-agent-kit@0.1.4 pulls in 97 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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

Related records

Inspected repositories sharing catalogue tags or ecosystems with mitodl/agent-kit. Read them side by side →

94upstash/context7Context7 Platform -- Up-to-date code documentation for LLMs and AI code editorsExceptional99ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3xExceptional98googleapis/mcp-toolboxMCP Toolbox for Databases is an open source MCP server for databases.Exceptional98ModelEngine-Group/nexentNexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.Exceptional97langgenius/difyBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.Exceptional96agentscope-ai/QwenPawYour Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.Exceptional

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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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