Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-04 22:53 UTC

bytedance / deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Python · TypeScriptMIT★ 79,285 stars⑂ 10,826 forkssince May 2025View on GitHub ↗
KindNetwork serviceWeb interfaceChat bothow this is determined
#agent#agentic#agentic-framework#agentic-workflow#ai#ai-agents#deep-research#langchain#langgraph#llm#multi-agent#nodejs#podcast#python#langmanus#typescript#harness#superagent

bytedance/deer-flow holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Community & Adoption (96/100) and lowest on Security (59/100). It was last updated today. 4 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 86 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Bytedance Inc.Organization
18,677 followers415 public repossince Apr 2013

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

Metrics by category

Vitality

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

93Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 2,492 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,492
human_commit_share0.96
days_since_last_push0
active_weeks_last_year51

Release discipline

84Excellent
How it's scored
27/27Ships releases — 1 releases published
36/36Release recency — latest release 40 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count1
latest_release_tagv2.0.0
releases_from_tagsno
days_since_latest_release40
mean_days_between_releases—
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

96Exceptional · 17% of overall

Popularity & adoption

99Exceptional
How it's scored
60/60Stars — 79,285 stars
25/25Forks — 10,826 forks
14/15Watchers — 334 watchers
Inputs used
forks10,826
stars79,285
watchers334
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 (MIT)
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_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

86Excellent · 23% of overall

Maintainer resilience (bus factor)

84Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
16.9/22.5Commit distribution — top contributor authored 25% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled98
top_contributor_share0.247

Issue & PR responsiveness

73Good
How it's scored
28.4/42Issue resolution — 68% of issues closed
21.8/30PR acceptance — 1,701/2,336 decided PRs merged
7.8/13Newcomer PR acceptance — 6/10 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,701
open_issues591
closed_issues1,230
prs_merged_7d35
prs_decided_7d57
prs_merged_30d37
prs_decided_30d59
issue_closed_ratio0.675
closed_unmerged_prs635
first_time_authors_30d5
first_time_prs_merged_30d6
first_time_prs_decided_30d10

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
25/25Owner reach — 18,677 followers of bytedance
25/25Track record — 415 public repos, account ~13 yr old
Inputs used
followers18,677
owner_typeOrganization
is_verified—
owner_loginbytedance
public_repos415
account_age_days4,859
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 14 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, ruff.toml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://deerflow.tech
10/10Repository description
10/10Topics — 18 topics
0/10Wiki
Inputs used
topicsagent, agentic, agentic-framework, agentic-workflow, ai, ai-agents, deep-research, langchain, langgraph, llm, multi-agent, nodejs, podcast, python, langmanus, typescript, harness, superagent
has_wikino
homepagehttps://deerflow.tech
docs_sitehttps://deerflow.tech
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

59Moderate · 16% of overall

Security posture

65Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 11 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 20 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
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 — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 67 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

35Weak
How it's scored
7/35Direct dependencies free of known advisories — 7 affected: pyjwt 2.10.1 (high 7.5), python-multipart 0.0.22 (high 7.5), uuid 10.0.0 (high 7.5), +4 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
19.1/40No advisories left outstanding — 6 advisory-carrying package(s) unaddressed past 90 days; oldest published 369 days ago
Inputs used
sourceosv
advisories280
affected_packages56
assessed_packages1,657
unassessed_packages50
affected_by_severitycritical 2, high 20, moderate 7, low 1, unknown 26
direct_affected_packages7
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1657 resolved dependencies against OSV. 50 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

84Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 96 of 96 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md
agent_instruction_max_bytes282,477

Verify loop (build / test / typecheck)

93Exceptional
How it's scored
18/18One-command bootstrap — Makefile, backend/Makefile, frontend/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, ruff.toml
11/11Static type checking — backend/packages/extension-api/deerflow_extension_api/py.typed, frontend/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 5 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 4 of the last 100 commits are automated dependency updates
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, backend/Makefile, frontend/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsbackend/packages/extension-api/deerflow_extension_api/py.typed, frontend/tsconfig.json
agent_commit_share0.05
toolchain_manifests—
dependency_bot_commit_share0.04

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (backend/packages/extension-api/deerflow_extension_api/py.typed, frontend/tsconfig.json)
53.7/55Manageable file sizes — 39/1,714 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes382,865
source_files_sampled1,714
oversized_source_files39

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofchat-bot, network-service

Key facts

79,285GitHub stars
98contributors
2,492commits, last 12 months
0days since last push
1releases
4bus factor
591open issues
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 31 authors (cap 12)
  • Could not fetch pypi package 'deer-flow' from its registry
  • Advisory severity resolved for 120 of 256 advisories (lookup cap); the remainder are reported as unknown severity

More detail

Star and fork history 0 ★ / 10,826 ⇿
0Stars
10,826Forks
1Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

9,50010,00010,50011,00010,826582026-062026-072026-08
Major 1Minor 0Patch 0
OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-08-04 22:53 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 11 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 20 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities67 existing vulnerabilities detected
Direct dependencies 94
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All dependencies 1,707

Full resolved dependency set from the GitHub dependency graph: 110 direct and 1,597 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmpostcss-value-parser4.2.0indirect
npmprelude-ls1.2.1indirect
npmprettier3.8.1indirect
npmprettier-plugin-tailwindcss0.6.14indirect
npmpretty-format27.5.1indirect
npmpretty-ms9.3.0indirect
npmprop-types15.8.1indirect
npmproperty-information7.1.0indirect
npmpunycode2.3.1indirect
npmqueue-microtask1.2.3indirect
npmradix31.1.2indirect
npmrc92.1.2indirect
npmrc93.0.0indirect
npmreact-compiler-runtime19.1.0-rc.3indirect
npmreact-is16.13.1indirect
npmreact-is17.0.2indirect
npmreact-medium-image-zoom5.4.1indirect
npmreact-refresh0.18.0indirect
npmreact-remove-scroll2.7.2indirect
npmreact-remove-scroll-bar2.3.8indirect
npmreact-style-singleton2.2.3indirect
npmreaddirp5.0.0indirect
npmreading-time1.5.0indirect
npmrecma-build-jsx1.0.0indirect
npmrecma-jsx1.0.1indirect
npmrecma-parse1.0.0indirect
npmrecma-stringify1.0.0indirect
npmreflect.getprototypeof1.0.10indirect
npmregex6.1.0indirect
npmregex-recursion6.0.2indirect
npmregex-utilities2.3.0indirect
npmregexp.prototype.flags1.5.4indirect
npmrehype-harden1.1.8indirect
npmrehype-parse9.0.1indirect
npmrehype-pretty-code0.14.1indirect
npmrehype-recma1.0.0indirect
npmrehype-sanitize6.0.0indirect
npmremark-frontmatter5.0.0indirect
npmremark-mdx3.1.1indirect
npmremark-parse11.0.0indirect
npmremark-reading-time2.1.0indirect
npmremark-rehype11.1.2indirect
npmremark-smartypants3.0.2indirect
npmremark-stringify11.0.0indirect
npmremend1.3.0indirect
npmresolve1.22.11indirect
npmresolve2.0.0-next.5indirect
npmresolve-from4.0.0indirect
npmresolve-pkg-maps1.0.0indirect
npmretext9.0.0indirect
npmretext-latin4.0.0indirect
npmretext-smartypants6.2.0indirect
npmretext-stringify4.0.0indirect
npmreusify1.1.0indirect
npmrobust-predicates3.0.2indirect
npmrollup4.62.3indirect
npmroughjs4.6.6indirect
npmrun-parallel1.2.0indirect
npmrw1.3.3indirect
npmsafe-array-concat1.1.3indirect
npmsafe-push-apply1.0.0indirect
npmsafe-regex-test1.1.0indirect
npmsafer-buffer2.1.2indirect
npmsatori0.18.4indirect
npmsatori-html0.3.2indirect
npmscheduler0.27.0indirect
npmscroll-into-view-if-needed3.1.0indirect
npmscule1.3.0indirect
npmsemver6.3.1indirect
npmsemver7.7.4indirect
npmsemver7.8.5indirect
npmserver-only0.0.1indirect
npmset-function-length1.2.2indirect
npmset-function-name2.0.2indirect
npmset-proto1.0.0indirect
npmsharp0.34.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsignal-exit4.1.0indirect
npmsimple-wcswidth1.1.2indirect
npmsirv3.0.2indirect
npmsite-config-stack3.2.19indirect
npmslash5.1.0indirect
npmsource-map0.7.6indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmspeech-rule-engine4.1.2indirect
npmstable-hash0.0.5indirect
npmstd-env3.10.0indirect
npmstop-iteration-iterator1.1.0indirect
npmstring.prototype.codepointat0.2.1indirect
npmstring.prototype.includes2.0.1indirect
npmstring.prototype.matchall4.0.12indirect
npmstring.prototype.repeat1.0.0indirect
npmstring.prototype.trim1.2.10indirect
npmstring.prototype.trimend1.0.9indirect
npmstring.prototype.trimstart1.0.8indirect
npmstringify-entities4.0.4indirect
npmstrip-bom3.0.0indirect
npmstrip-final-newline3.0.0indirect
npmstrip-final-newline4.0.0indirect
npmstrip-json-comments3.1.1indirect
npmstrip-literal3.1.0indirect
npmstyle-mod4.1.3indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmstyled-jsx5.1.6indirect
npmstylis4.3.6indirect
npmsupports-color7.2.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmsystem-architecture0.1.0indirect
npmtabbable6.4.0indirect
npmtailwindcss4.1.18indirect
npmtapable2.3.0indirect
npmtiny-inflate1.0.3indirect
npmtinyexec1.0.2indirect
npmtinyglobby0.2.15indirect
npmtinyglobby0.2.16indirect
npmtinyglobby0.2.17indirect
npmtitle4.0.1indirect
npmto-regex-range5.0.1indirect
npmtotalist3.0.1indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-api-utils2.4.0indirect
npmts-dedent2.2.0indirect
npmts-morph27.0.2indirect
npmtsconfig-paths3.15.0indirect
npmtslib2.8.1indirect
npmtw-animate-css1.4.0indirect
npmtwoslash0.3.6indirect
npmtwoslash-protocol0.3.6indirect
npmtype-check0.4.0indirect
npmtyped-array-buffer1.0.3indirect
npmtyped-array-byte-length1.0.3indirect
npmtyped-array-byte-offset1.0.4indirect
npmtyped-array-length1.0.7indirect
npmtypescript5.9.3indirect
npmtypescript-eslint8.55.0indirect
npmufo1.6.3indirect
npmufo1.6.4indirect
npmultrahtml1.6.0indirect
npmunbox-primitive1.1.0indirect
npmuncrypto0.1.3indirect
npmunctx2.5.0indirect
npmundici-types6.21.0indirect
npmunhead2.1.4indirect
npmunicode-trie2.0.0indirect
npmunicorn-magic0.3.0indirect
npmunified11.0.5indirect
npmunist-util-find-after5.0.0indirect
npmunist-util-is6.0.1indirect
npmunist-util-modify-children4.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-position-from-estree2.0.0indirect
npmunist-util-remove4.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit-children3.0.0indirect
npmunist-util-visit-parents6.0.2indirect
npmunplugin2.3.11indirect
npmunrs-resolver1.11.1indirect
npmunstorage1.17.4indirect
npmuntyped2.0.0indirect
npmunwasm0.5.3indirect
npmuri-js4.4.1indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmuse-sync-external-store1.6.0indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.3indirect
npmvite7.3.1indirect
npmvscode-jsonrpc8.2.0indirect
npmvscode-languageserver9.0.1indirect
npmvscode-languageserver-protocol3.17.5indirect
npmvscode-languageserver-textdocument1.0.12indirect
npmvscode-languageserver-types3.17.5indirect
npmvscode-uri3.0.8indirect
npmvue3.5.28indirect
npmw3c-keyname2.2.8indirect
npmweb-namespaces2.0.1indirect
npmwebpack-virtual-modules0.6.2indirect
npmwhatwg-mimetype3.0.0indirect
npmwhich2.0.2indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.2indirect
npmwhich-typed-array1.1.20indirect
npmwicked-good-xpath1.3.0indirect
npmword-wrap1.2.5indirect
npmws8.21.1indirect
npmyaml2.8.3indirect
npmyocto-queue0.1.0indirect
npmyoctocolors2.1.2indirect
npmyoga-layout3.2.1indirect
npmyoga-wasm-web0.3.3indirect
npmzustand4.5.7indirect
npmzustand5.0.12indirect
npmzwitch2.0.4indirect
PyPIagent-client-protocol—indirect
PyPIagent-client-protocol0.9.0indirect
PyPIagent-sandbox—indirect
PyPIagent-sandbox0.0.30indirect
PyPIaiohappyeyeballs2.5.0indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiohttp3.13.3indirect
PyPIaiohttp3.14.1indirect
PyPIaiosignal1.4.0indirect
PyPIaiosqlite—indirect
PyPIaiosqlite0.22.1indirect
PyPIalembic—indirect
PyPIalembic1.18.4indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanthropic0.97.0indirect
PyPIanyio4.13.0indirect
PyPIanyio4.8.0indirect
PyPIarxiv2.2.0indirect
PyPIasyncpg—indirect
PyPIasyncpg0.30.0indirect
PyPIasyncpg0.31.0indirect
PyPIasyncpg-stubs0.30.2indirect
PyPIattrs25.1.0indirect
PyPIattrs26.1.0indirect
PyPIaudioop-lts0.2.2indirect
PyPIazure-ai-documentintelligence1.0.2indirect
PyPIazure-core1.39.0indirect
PyPIazure-identity1.25.3indirect
PyPIbackoff2.2.1indirect
PyPIbeautifulsoup44.13.3indirect
PyPIbeautifulsoup44.14.3indirect
PyPIblockbuster1.5.24indirect
PyPIblockbuster1.5.26indirect
PyPIboxlite—indirect
PyPIboxlite0.9.7indirect
PyPIbracex2.7indirect
PyPIbrotli1.2.0indirect
PyPIbrotlicffi1.2.0.0indirect
PyPIcachetools5.5.2indirect
PyPIcertifi2025.1.31indirect
PyPIcertifi2026.4.22indirect
PyPIcffi1.17.1indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.1indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.1.8indirect
PyPIclick8.3.3indirect
PyPIcloudpickle3.1.1indirect
PyPIcloudpickle3.1.2indirect
PyPIcobble0.1.4indirect
PyPIcolorama0.4.6indirect
PyPIcoloredlogs15.0.1indirect
PyPIcoverage7.6.12indirect
PyPIcroniter—indirect
PyPIcroniter6.2.2indirect
PyPIcryptography—indirect
PyPIcryptography44.0.3indirect
PyPIcryptography50.0.0indirect
PyPIdataclasses-json0.6.7indirect
PyPIddgs—indirect
PyPIddgs9.14.1indirect
PyPIddgs9.9.1indirect
PyPIdeer-flow2.1.0indirect
PyPIdeerflow-extension-api0.1.0indirect
PyPIdefusedxml0.7.1indirect
PyPIdiscord-py2.7.1indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.7.0indirect
PyPIdnspython2.8.0indirect
PyPIdockerfile-parse2.0.1indirect
PyPIdocstring-parser0.18.0indirect
PyPIdotenv—indirect
PyPIdotenv0.9.9indirect
PyPIduckdb—indirect
PyPIduckdb1.5.2indirect
PyPIduckduckgo-search8.0.0indirect
PyPIdurationpy0.10indirect
PyPIe2b2.30.0indirect
PyPIet-xmlfile2.0.0indirect
PyPIexa-py—indirect
PyPIexa-py2.12.1indirect
PyPIfake-useragent2.2.0indirect
PyPIfeedparser6.0.11indirect
PyPIfilelock3.18.0indirect
PyPIfiletype1.2.0indirect
PyPIfirecrawl-py—indirect
PyPIfirecrawl-py4.23.0indirect
PyPIflatbuffers25.12.19indirect
PyPIforbiddenfruit0.1.4indirect
PyPIfrozendict2.4.6indirect
PyPIfrozenlist1.5.0indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2025.3.0indirect
PyPIgoogle-ai-generativelanguage0.9.0indirect
PyPIgoogle-api-core2.25.1indirect
PyPIgoogle-auth2.40.3indirect
PyPIgoogle-auth2.49.2indirect
PyPIgoogle-genai1.73.1indirect
PyPIgoogleapis-common-protos1.70.0indirect
PyPIgoogleapis-common-protos1.74.0indirect
PyPIgreenlet3.1.1indirect
PyPIgreenlet3.4.0indirect
PyPIgrpcio1.76.0indirect
PyPIgrpcio1.80.0indirect
PyPIgrpcio-health-checking1.80.0indirect
PyPIgrpcio-status1.74.0indirect
PyPIgrpcio-tools1.75.1indirect
PyPIgrpcio-tools1.80.0indirect
PyPIh110.16.0indirect
PyPIh24.3.0indirect
PyPIhatchling—indirect
PyPIhpack4.1.0indirect
PyPIhpack4.2.0indirect
PyPIhtml5lib1.1indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.7.1indirect
PyPIhttpx-sse0.4.0indirect
PyPIhttpx-sse0.4.3indirect
PyPIhuggingface-hub0.29.3indirect
PyPIhumanfriendly10.0indirect
PyPIhyperframe6.1.0indirect
PyPIhypothesis6.156.6indirect
PyPIidna3.10indirect
PyPIidna3.15indirect
PyPIimportlib-metadata8.5.0indirect
PyPIimportlib-metadata8.7.1indirect
PyPIiniconfig2.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIinquirerpy0.3.4indirect
PyPIisodate0.7.2indirect
PyPIjieba—indirect
PyPIjieba0.42.1indirect
PyPIjinja23.1.6indirect
PyPIjiter0.12.0indirect
PyPIjiter0.14.0indirect
PyPIjson-repair0.39.1indirect
PyPIjsonpatch1.33indirect
PyPIjsonpointer3.0.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.23.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-rs0.29.1indirect
PyPIjsonschema-rs0.44.1indirect
PyPIjsonschema-specifications2024.10.1indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkubernetes—indirect
PyPIkubernetes35.0.0indirect
PyPIlangchain—indirect
PyPIlangchain1.1.0indirect
PyPIlangchain1.3.14indirect
PyPIlangchain-anthropic—indirect
PyPIlangchain-anthropic1.4.1indirect
PyPIlangchain-classic1.0.0indirect
PyPIlangchain-community0.4.1indirect
PyPIlangchain-core1.2.5indirect
PyPIlangchain-core1.4.9indirect
PyPIlangchain-deepseek—indirect
PyPIlangchain-deepseek1.0.1indirect
PyPIlangchain-experimental0.4.0indirect
PyPIlangchain-google-genai—indirect
PyPIlangchain-google-genai3.2.0indirect
PyPIlangchain-google-genai4.2.2indirect
PyPIlangchain-mcp-adapters—indirect
PyPIlangchain-mcp-adapters0.1.14indirect
PyPIlangchain-mcp-adapters0.2.2indirect
PyPIlangchain-milvus0.3.0indirect
PyPIlangchain-mongodb0.6.2indirect
PyPIlangchain-ollama—indirect
PyPIlangchain-ollama1.1.0indirect
PyPIlangchain-openai—indirect
PyPIlangchain-openai1.1.0indirect
PyPIlangchain-openai1.2.1indirect
PyPIlangchain-protocol0.0.18indirect
PyPIlangchain-qdrant1.1.0indirect
PyPIlangchain-tavily0.2.13indirect
PyPIlangchain-text-splitters1.0.0indirect
PyPIlangfuse—indirect
PyPIlangfuse4.5.1indirect
PyPIlanggraph—indirect
PyPIlanggraph1.0.4indirect
PyPIlanggraph1.2.9indirect
PyPIlanggraph-api—indirect
PyPIlanggraph-api0.10.0indirect
PyPIlanggraph-api0.4.48indirect
PyPIlanggraph-checkpoint2.1.2indirect
PyPIlanggraph-checkpoint4.1.1indirect
PyPIlanggraph-checkpoint-mongodb0.1.4indirect
PyPIlanggraph-checkpoint-postgres—indirect
PyPIlanggraph-checkpoint-postgres2.0.21indirect
PyPIlanggraph-checkpoint-postgres3.1.0indirect
PyPIlanggraph-checkpoint-sqlite—indirect
PyPIlanggraph-checkpoint-sqlite3.1.0indirect
PyPIlanggraph-cli—indirect
PyPIlanggraph-cli0.2.10indirect
PyPIlanggraph-cli0.4.24indirect
PyPIlanggraph-prebuilt1.0.5indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlanggraph-runtime-inmem—indirect
PyPIlanggraph-runtime-inmem0.14.1indirect
PyPIlanggraph-runtime-inmem0.30.0indirect
PyPIlangsmith0.3.45indirect
PyPIlangsmith0.8.18indirect
PyPIlark1.2.2indirect
PyPIlinkify-it-py2.1.0indirect
PyPIlitellm1.63.11indirect
PyPIlxml5.3.1indirect
PyPIlxml6.1.0indirect
PyPImagika0.6.3indirect
PyPImako1.3.12indirect
PyPImammoth1.11.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkdownify—indirect
PyPImarkdownify1.1.0indirect
PyPImarkdownify1.2.2indirect
PyPImarkitdown—indirect
PyPImarkitdown0.1.5indirect
PyPImarkupsafe3.0.2indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow3.26.1indirect
PyPImcp1.23.0indirect
PyPImcp1.28.1indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImilvus-lite2.5.1indirect
PyPImirakuru2.6.1indirect
PyPImongomock4.3.0indirect
PyPImonocle-apptrace—indirect
PyPImonocle-apptrace0.8.8indirect
PyPImonocle-test-tools0.8.8indirect
PyPImotor3.7.1indirect
PyPImpmath1.3.0indirect
PyPImsal1.37.0indirect
PyPImsal-extensions1.3.1indirect
PyPImultidict6.1.0indirect
PyPImultidict6.7.1indirect
PyPImultitasking0.0.11indirect
PyPImypy-extensions1.0.0indirect
PyPInest-asyncio1.6.0indirect
PyPInetworkx3.6.1indirect
PyPInumpy2.2.3indirect
PyPInumpy2.4.4indirect
PyPIoauthlib3.3.1indirect
PyPIolefile0.47indirect
PyPIollama0.6.1indirect
PyPIonnxruntime1.20.1indirect
PyPIopenai2.32.0indirect
PyPIopenai2.8.1indirect
PyPIopenpyxl3.1.5indirect
PyPIopentelemetry-api1.38.0indirect
PyPIopentelemetry-api1.41.1indirect
PyPIopentelemetry-exporter-otlp-proto-common1.38.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.41.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.38.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.41.1indirect
PyPIopentelemetry-instrumentation0.62b1indirect
PyPIopentelemetry-proto1.38.0indirect
PyPIopentelemetry-proto1.41.1indirect
PyPIopentelemetry-sdk1.38.0indirect
PyPIopentelemetry-sdk1.41.1indirect
PyPIopentelemetry-semantic-conventions0.59b0indirect
PyPIopentelemetry-semantic-conventions0.62b1indirect
PyPIorjson3.11.7indirect
PyPIorjson3.11.8indirect
PyPIormsgpack1.12.0indirect
PyPIormsgpack1.12.2indirect
PyPIpackaging24.2indirect
PyPIpackaging26.2indirect
PyPIpandas2.2.3indirect
PyPIpandas3.0.2indirect
PyPIpathspec1.1.0indirect
PyPIpdfminer-six20251230indirect
PyPIpdfplumber0.11.9indirect
PyPIpeewee3.17.9indirect
PyPIpfzy0.3.4indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.3.6indirect
PyPIplaywright—indirect
PyPIplaywright1.61.0indirect
PyPIpluggy1.5.0indirect
PyPIpluggy1.6.0indirect
PyPIport-for0.7.4indirect
PyPIportalocker3.2.0indirect
PyPIprimp0.15.0indirect
PyPIprimp1.2.3indirect
PyPIprompt-toolkit3.0.50indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpropcache0.3.0indirect
PyPIpropcache0.4.1indirect
PyPIproto-plus1.26.1indirect
PyPIprotobuf6.33.5indirect
PyPIprotobuf6.33.6indirect
PyPIpsutil7.0.0indirect
PyPIpsycopg—indirect
PyPIpsycopg3.2.9indirect
PyPIpsycopg3.3.3indirect
PyPIpsycopg-binary3.2.9indirect
PyPIpsycopg-binary3.3.3indirect
PyPIpsycopg-pool—indirect
PyPIpsycopg-pool3.2.6indirect
PyPIpsycopg-pool3.3.0indirect
PyPIpyasn10.6.2indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser2.22indirect
PyPIpycparser3.0indirect
PyPIpycryptodome3.23.0indirect
PyPIpydantic—indirect
PyPIpydantic2.12.5indirect
PyPIpydantic2.13.3indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-core2.46.3indirect
PyPIpydantic-settings2.12.0indirect
PyPIpydantic-settings2.14.2indirect
PyPIpydub0.25.1indirect
PyPIpyee13.0.1indirect
PyPIpygments2.20.0indirect
PyPIpymilvus2.6.1indirect
PyPIpymongo4.12.1indirect
PyPIpymupdf1.27.2.3indirect
PyPIpymupdf-layout1.27.2.3indirect
PyPIpymupdf4llm—indirect
PyPIpymupdf4llm1.27.2.3indirect
PyPIpypdfium25.7.1indirect
PyPIpyreadline33.5.4indirect
PyPIpytest8.3.5indirect
PyPIpytest9.0.3indirect
PyPIpytest-asyncio1.0.0indirect
PyPIpytest-asyncio1.3.0indirect
PyPIpytest-cov6.0.0indirect
PyPIpytest-postgresql7.0.2indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv—indirect
PyPIpython-dotenv1.0.1indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-pptx1.0.2indirect
PyPIpytz2025.1indirect
PyPIpywin32311indirect
PyPIpyyaml—indirect
PyPIpyyaml6.0.2indirect
PyPIpyyaml6.0.3indirect
PyPIqdrant-client1.15.1indirect
PyPIreadabilipy—indirect
PyPIreadabilipy0.3.0indirect
PyPIredis—indirect
PyPIredis7.4.0indirect
PyPIreferencing0.36.2indirect
PyPIreferencing0.37.0indirect
PyPIregex2024.11.6indirect
PyPIregex2026.4.4indirect
PyPIrequests2.32.5indirect
PyPIrequests2.33.1indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrfc39862.0.0indirect
PyPIrich15.0.0indirect
PyPIrpds-py0.23.1indirect
PyPIrpds-py0.30.0indirect
PyPIrsa4.9.1indirect
PyPIruff0.11.10indirect
PyPIruff0.15.12indirect
PyPIsentinels1.1.1indirect
PyPIsetuptools80.9.0indirect
PyPIsetuptools83.0.0indirect
PyPIsgmllib3k1.0.0indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsocksio1.0.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.6indirect
PyPIsoupsieve2.8.4indirect
PyPIspeechrecognition3.16.1indirect
PyPIsqlalchemy—indirect
PyPIsqlalchemy2.0.38indirect
PyPIsqlalchemy2.0.49indirect
PyPIsqlite-vec0.1.9indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstarlette0.49.1indirect
PyPIstarlette1.3.1indirect
PyPIstructlog25.3.0indirect
PyPIstructlog25.5.0indirect
PyPIsympy1.14.0indirect
PyPItabulate0.10.0indirect
PyPItavily-python—indirect
PyPItavily-python0.7.23indirect
PyPItenacity9.0.0indirect
PyPItenacity9.1.4indirect
PyPItenki-sandbox—indirect
PyPItenki-sandbox0.4.0indirect
PyPItextual—indirect
PyPItextual8.2.7indirect
PyPItiktoken—indirect
PyPItiktoken0.12.0indirect
PyPItiktoken0.9.0indirect
PyPItokenizers0.21.1indirect
PyPItqdm4.67.1indirect
PyPItqdm4.67.3indirect
PyPItruststore0.10.1indirect
PyPItruststore0.10.4indirect
PyPItyping-extensions4.14.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.1indirect
PyPItzdata2026.2indirect
PyPIuc-micro-py2.0.0indirect
PyPIujson5.11.0indirect
PyPIurllib32.6.3indirect
PyPIurllib32.7.0indirect
PyPIuuid-utils0.12.0indirect
PyPIuuid-utils0.14.1indirect
PyPIuvloop0.22.1indirect
PyPIvolcengine-python-sdk5.0.25indirect
PyPIwatchfiles1.0.5indirect
PyPIwatchfiles1.1.1indirect
PyPIwcmatch10.1indirect
PyPIwcwidth0.2.13indirect
PyPIwcwidth0.6.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets16.0indirect
PyPIwikipedia1.4.0indirect
PyPIwrapt1.17.3indirect
PyPIxlrd2.0.2indirect
PyPIxlsxwriter3.2.9indirect
PyPIxxhash3.5.0indirect
PyPIxxhash3.7.0indirect
PyPIyarl1.18.3indirect
PyPIyarl1.23.0indirect
PyPIyfinance0.2.54indirect
PyPIyoutube-transcript-api1.0.3indirect
PyPIzipp3.21.0indirect
PyPIzipp3.23.1indirect
PyPIzstandard0.23.0indirect
PyPIzstandard0.25.0indirect
Dependency advisories 56

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,657 packages, which also include development and test pins that never ship: 56 carry known advisories, of which 7 are direct. 50 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
aiohttp3.13.3indirectcritical483.14.3
flatted3.3.3indirectcritical23.4.2
pyjwt2.10.1directhigh132.13.0
python-multipart0.0.22directhigh120.0.31
uuid10.0.0directhigh113.0.1
uuid11.1.0directhigh113.0.1
uuid13.0.0directhigh113.0.1
@xmldom/xmldom0.9.8indirecthigh50.9.10
brace-expansion1.1.12indirecthigh45.0.9
brace-expansion2.0.2indirecthigh45.0.9
brace-expansion5.0.5indirecthigh45.0.9
js-yaml4.1.1indirecthigh24.3.0
langchain-classic1.0.0indirecthigh21.0.7
langsmith0.5.2indirecthigh31.0.7
langsmith0.3.45indirecthigh51.0.7
lodash-es4.17.21indirecthigh34.18.0
lodash-es4.17.23indirecthigh24.18.0
minimatch3.1.2indirecthigh310.2.3
minimatch9.0.5indirecthigh310.2.3
postcss8.4.31indirecthigh48.5.23
sharp0.34.5indirecthigh10.35.0
vite7.3.1indirecthigh58.0.16
langgraph-sdk0.2.10directmoderate20.3.15
nuxt-og-image5.1.13directmoderate36.2.5
aiohttp3.14.1indirectmoderate63.14.3
ajv6.12.6indirectmoderate18.18.0
dompurify3.3.1indirectmoderate173.4.12
mermaid11.12.2indirectmoderate411.15.0
unhead2.1.4indirectmoderate32.1.13
esbuild0.27.7indirectlow10.28.1
click8.1.8indirectunknown1—
cryptography44.0.3indirectunknown11—
filelock3.18.0indirectunknown4—
idna3.10indirectunknown2—
json-repair0.39.1indirectunknown1—
langchain1.1.0indirectunknown2—
langchain-anthropic1.4.1indirectunknown2—
langchain-core1.2.5indirectunknown8—
langchain-openai1.1.0indirectunknown2—
langchain-text-splitters1.0.0indirectunknown2—
langgraph1.0.4indirectunknown2—
langgraph-checkpoint2.1.2indirectunknown6—
litellm1.63.11indirectunknown19—
lxml5.3.1indirectunknown2—
marshmallow3.26.1indirectunknown2—
mcp1.23.0indirectunknown6—
pyasn10.6.2indirectunknown8—
pydantic-settings2.12.0indirectunknown1—
pytest8.3.5indirectunknown2—
python-dotenv1.0.1indirectunknown2—
requests2.32.5indirectunknown2—
setuptools80.9.0indirectunknown2—
soupsieve2.6indirectunknown4—
starlette0.49.1indirectunknown10—
ujson5.11.0indirectunknown8—
urllib32.6.3indirectunknown4—

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.

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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 v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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