Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 02:49 UTC

langchain-ai / deepagents

The batteries-included agent harness.

PythonMIT★ 27,328 stars⑂ 3,818 forkssince Jul 2025View on GitHub ↗
KindCommand-line toolLibraryMCP serverTerminal interfacehow this is determined
#deepagents#langchain#langgraph#ai#python#typescript

langchain-ai/deepagents holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (95/100) and lowest on Security (63/100). It was last updated today. A single contributor accounts for most of its recent work.

94
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.

94
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 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

LangChainOrganization
21,433 followers253 public repossince Mar 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIdeepagents-acp0.0.9210,117928 days agoacpagentagent-client-protocolai-agentsdeepagents
PyPIdeepagents-cli0.2.2-6958 days agoagentsaiclideep-agentdeploylangchainlanggraphllm
PyPIdeepagents-code0.1.52-540 days agoagentsaiclideep-agentlangchainlanggraphllmterminal
PyPIdeepagents-evals0.0.191166 days agoagentsdeepagentsevalsevaluation
PyPIdeepagents-talon0.0.3-329 days agoagentsaichannelsdeepagentsruntimescheduling
PyPIdeepagents0.7.4-1160 days agoagentsaillmlanggraphlangchaindeep-agentsub-agentsagentic

Metrics by category

Vitality

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

95Exceptional · 21% of overall

Development activity

98Exceptional
How it's scored
36/36Push recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 3,170 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year3,170
human_commit_share0.63
days_since_last_push0
active_weeks_last_year49

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~0.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagdeepagents-code==0.1.52
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.7

Community & Adoption

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

93Exceptional · 17% of overall

Popularity & adoption

97Exceptional
How it's scored
60/60Stars — 27,328 stars
25/25Forks — 3,818 forks
11.7/15Watchers — 128 watchers
Inputs used
forks3,818
stars27,328
watchers128
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_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

89Excellent
How it's scored
71/80Monthly downloads — 210,117 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesdeepagents-acp, deepagents-cli, deepagents-code, deepagents-talon, deepagents
dependents—
ecosystemspypi
total_downloads—
monthly_downloads210,117
unverified_packages_excludeddeepagents-evals
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?

70Good · 23% of overall

Maintainer resilience (bus factor)

41Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.3/22.5Commit distribution — top contributor authored 63% of commits
13.5/13.5Contributor breadth — 93 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled93
top_contributor_share0.632

Issue & PR responsiveness

73Good
How it's scored
35.8/42Issue resolution — 85% of issues closed
23.4/30PR acceptance — 3,249/4,163 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
4.5/15OpenSSF Scorecard: Code-Review — Found 6/16 approved changesets -- score normalized to 3
Inputs used
merged_prs3,249
open_issues152
closed_issues885
prs_merged_7d26
prs_decided_7d30
prs_merged_30d26
prs_decided_30d30
issue_closed_ratio0.853
closed_unmerged_prs914
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

94Exceptional
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
25/25Owner reach — 21,433 followers of langchain-ai
19.9/25Track record — 253 public repos, account ~3 yr old
Inputs used
followers21,433
owner_typeOrganization
is_verified—
owner_loginlangchain-ai
public_repos253
account_age_days1,252
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

80Excellent
How it's scored
25/25Published & resolvable — 6 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 116 published versions
0/20Not deprecated — deepagents-evals: deprecated/yanked on the registry
Inputs used
packagesdeepagents-acp, deepagents-cli, deepagents-code, deepagents-evals, deepagents-talon, deepagents
ecosystemspypi
any_deprecatedyes
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

82Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 48 workflow(s)
24/24Tests present
16/16Linter config
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

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://docs.langchain.com/deepagents
10/10Repository description
10/10Topics — 6 topics
0/10Wiki
Inputs used
topicsdeepagents, langchain, langgraph, ai, python, typescript
has_wikino
homepagehttps://docs.langchain.com/deepagents
docs_sitehttps://docs.langchain.com/deepagents
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

63Moderate · 16% of overall

Security posture

61Moderate
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 — 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
2.2/7.5Code-Review — Found 6/16 approved changesets -- score normalized to 3
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 12 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.1

Dependency advisories

71Good
How it's scored
13.4/35Direct dependencies free of known advisories — 1 affected: langsmith 0.8.11 (high 7.7)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories23
affected_packages7
assessed_packages919
unassessed_packages0
affected_by_severityhigh 5, moderate 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 919 resolved dependencies against OSV. 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.

86Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, examples/content-builder-agent/AGENTS.md, examples/deploy-coding-agent/AGENTS.md, examples/deploy-content-writer/AGENTS.md, examples/deploy-content-writer/user/AGENTS.md, examples/deploy-gtm-agent/AGENTS.md, examples/deploy-gtm-agent/subagents/market-researcher/AGENTS.md, examples/deploy-mcp-docs-agent/AGENTS.md, examples/nvidia_deep_agent/src/AGENTS.md, examples/talon/AGENTS.md, examples/text-to-sql-agent/AGENTS.md, libs/cli/examples/deploy-content-writer/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/bare/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_tools/AGENTS.md, libs/code/AGENTS.md, libs/evals/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 63 of 63 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesAGENTS.md, examples/content-builder-agent/AGENTS.md, examples/deploy-coding-agent/AGENTS.md, examples/deploy-content-writer/AGENTS.md, examples/deploy-content-writer/user/AGENTS.md, examples/deploy-gtm-agent/AGENTS.md, examples/deploy-gtm-agent/subagents/market-researcher/AGENTS.md, examples/deploy-mcp-docs-agent/AGENTS.md, examples/nvidia_deep_agent/src/AGENTS.md, examples/talon/AGENTS.md, examples/text-to-sql-agent/AGENTS.md, libs/cli/examples/deploy-content-writer/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/bare/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_tools/AGENTS.md, libs/code/AGENTS.md, libs/evals/AGENTS.md
agent_instruction_max_bytes25,137

Verify loop (build / test / typecheck)

85Excellent
How it's scored
18/18One-command bootstrap — libs/Makefile, libs/acp/Makefile, libs/cli/Makefile, libs/code/Makefile, libs/deepagents/Makefile, libs/evals/Makefile, libs/partners/daytona/Makefile, libs/partners/modal/Makefile, libs/partners/quickjs/Makefile, libs/partners/runloop/Makefile, libs/partners/vercel/Makefile, libs/talon/Makefile
22/22Automated tests
11/11Lint / format config
11/11Static type checking — libs/acp/deepagents_acp/py.typed, libs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 29 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_fileslibs/Makefile, libs/acp/Makefile, libs/cli/Makefile, libs/code/Makefile, libs/deepagents/Makefile, libs/evals/Makefile, libs/partners/daytona/Makefile, libs/partners/modal/Makefile, libs/partners/quickjs/Makefile, libs/partners/runloop/Makefile, libs/partners/vercel/Makefile, libs/talon/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configslibs/acp/deepagents_acp/py.typed, libs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.29

Code legibility for models

78Good
How it's scored
27/45Type-checkable code — Python with type-check config (libs/acp/deepagents_acp/py.typed, libs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed)
50.6/55Manageable file sizes — 73/922 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes1,466,323
source_files_sampled922
oversized_source_files73

Machine-readable interfaces

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

Key facts

27,328GitHub stars
93contributors
3,170commits, last 12 months
0days since last push
100releases
1bus factor
152open issues
—package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:deepagents@0.7.4; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 3,818 ⇿
0Stars
3,818Forks
98Releases

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.

2,5003,0003,5004,0003,818212026-042026-062026-08
Major 0Minor 0Patch 0
OpenSSF Scorecard 6.1 / 10
6.1aggregate

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 · 2026-08-05 02:48 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-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
3Code-ReviewFound 6/16 approved changesets -- score normalized to 3
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 12 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
9SASTSAST tool is not run on all commits -- score normalized to 9
9Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 79
RegistryPackageVersion constraintManifest
PyPIdeepagents—libs/acp/pyproject.toml
PyPIagent-client-protocol>=0.10.1libs/acp/pyproject.toml
PyPIpython-dotenv>=1.2.2libs/acp/pyproject.toml
PyPIdeepagents>=0.6.12libs/cli/pyproject.toml
PyPIlangchain>=1.3.12,<2.0.0libs/cli/pyproject.toml
PyPIlanggraph-sdk>=0.4.2,<1.0.0libs/cli/pyproject.toml
PyPIhttpx>=0.28.1,<1.0.0libs/cli/pyproject.toml
PyPIlangsmith>=0.9.3libs/cli/pyproject.toml
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PyPIdeepagents==0.7.4libs/code/pyproject.toml
PyPIlangchain>=1.3.14,<2.0.0libs/code/pyproject.toml
PyPIlanggraph-checkpoint-sqlite>=3.1.0,<4.0.0libs/code/pyproject.toml
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PyPIlanggraph-cli>=0.4.31,<1.0.0libs/code/pyproject.toml
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PyPIlangchain-anthropic>=1.5.3,<2.0.0libs/code/pyproject.toml
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PyPIlangchain-openai>=1.4.1,<2.0.0libs/code/pyproject.toml
PyPIpydantic>=2.12.5,<2.14.0a0libs/code/pyproject.toml
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PyPIprompt-toolkit>=3.0.53,<4.0.0libs/code/pyproject.toml
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PyPImarkdownify>=1.2.3,<2.0.0libs/code/pyproject.toml
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PyPItavily-python>=0.7.26,<1.0.0libs/code/pyproject.toml
PyPIlangchain-quickjs>=0.3.4,<0.4.0libs/code/pyproject.toml
PyPIgenai-prices>=0.1.1,<0.2.0libs/code/pyproject.toml
PyPIpyperclip>=1.11.0,<2.0.0libs/code/pyproject.toml
PyPIpackaging>=26.2libs/code/pyproject.toml
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PyPIpython-dotenv>=1.2.2,<2.0.0libs/code/pyproject.toml
PyPIrequests>=2.34.2,<3.0.0libs/code/pyproject.toml
PyPIpillow>=12.3.0,<13.0.0libs/code/pyproject.toml
PyPIpyyaml>=6.0.3libs/code/pyproject.toml
PyPIaiosqlite>=0.22.1,<1.0.0libs/code/pyproject.toml
PyPItomli-w>=1.2.0,<2.0.0libs/code/pyproject.toml
PyPIlangchain-mcp-adapters>=0.3.0,<1.0.0libs/code/pyproject.toml
PyPIfilelock>=3.29.7,<3.30libs/code/pyproject.toml
PyPIanyio>=4.14.2,<5.0.0libs/code/pyproject.toml
PyPIdeepagents-acp>=0.0.9,<1.0.0libs/code/pyproject.toml
PyPImcp>=1.28.1,<2.0.0libs/code/pyproject.toml
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PyPIpackaging>=23.2libs/deepagents/pyproject.toml
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PyPIharbor-langsmith>=0.3.0,<0.4.0libs/evals/pyproject.toml
PyPIlangsmith>=0.10.9,<0.11.0libs/evals/pyproject.toml
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PyPIlangchain-ollama>=1.1.0,<1.2.0libs/evals/pyproject.toml
PyPIlangchain-openai>=1.4.0,<2.0.0libs/evals/pyproject.toml
PyPIlangchain-openrouter>=0.2.6,<0.3.0libs/evals/pyproject.toml
PyPIlangchain-xai>=1.2.2,<1.3.0libs/evals/pyproject.toml
PyPIdatasets>=5.0.0libs/evals/pyproject.toml
PyPInltk>=3.10.0libs/evals/pyproject.toml
PyPIopenevals>=0.2.0libs/evals/pyproject.toml
PyPItiktoken>=0.13.0libs/evals/pyproject.toml
PyPIlangchain-quickjs>=0.3.3,<0.4.0libs/evals/pyproject.toml
PyPIdeepagents>=0.7.0libs/talon/pyproject.toml
PyPIdeepagents-code>=0.1.30,<1.0.0libs/talon/pyproject.toml
PyPIlangchain-mcp-adapters>=0.3.0,<1.0.0libs/talon/pyproject.toml
All dependencies 919

Full resolved dependency set from the GitHub dependency graph: 114 direct and 805 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIagent-client-protocol0.11.0direct
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PyPIanyio4.14.2direct
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PyPIhttpx0.28.1direct
PyPIlangchain1.3.11direct
PyPIlangchain1.3.12direct
PyPIlangchain1.3.14direct
PyPIlangchain1.3.9direct
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PyPIlangchain-baseten0.2.1direct
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PyPIlangchain-core1.5.2direct
PyPIlangchain-core1.5.3direct
PyPIlangchain-deepseek1.1.0direct
PyPIlangchain-fireworks1.4.4direct
PyPIlangchain-fireworks1.5.2direct
PyPIlangchain-google-genai4.2.5direct
PyPIlangchain-google-genai4.2.6direct
PyPIlangchain-google-genai4.2.7direct
PyPIlangchain-google-genai4.3.1direct
PyPIlangchain-google-genai4.3.2direct
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PyPIlangchain-mcp-adapters0.3.0direct
PyPIlangchain-mcp-adapters0.3.1direct
PyPIlangchain-mistralai1.1.6direct
PyPIlangchain-nvidia-ai-endpoints1.4.3direct
PyPIlangchain-ollama1.1.0direct
PyPIlangchain-openai1.1.14direct
PyPIlangchain-openai1.3.4direct
PyPIlangchain-openai1.4.1direct
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PyPIlangchain-quickjs0.3.3direct
PyPIlangchain-quickjs0.3.5direct
PyPIlangchain-xai1.2.2direct
PyPIlangchain-xai1.3.0direct
PyPIlanggraph-checkpoint-sqlite3.1.0direct
PyPIlanggraph-checkpoint-sqlite3.1.1direct
PyPIlanggraph-cli0.4.30direct
PyPIlanggraph-cli0.4.31direct
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PyPIlanggraph-runtime-inmem0.31.1direct
PyPIlanggraph-runtime-inmem0.31.2direct
PyPIlanggraph-sdk0.4.2direct
PyPIlangsmith0.10.10direct
PyPIlangsmith0.10.15direct
PyPIlangsmith0.10.9direct
PyPIlangsmith0.8.11direct
PyPIlangsmith0.8.18direct
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PyPImarkdownify1.2.3direct
PyPImcp1.28.1direct
PyPImcp1.29.0direct
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PyPImodal1.4.3direct
PyPImodal1.5.1direct
PyPImodal1.5.2direct
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PyPIopenevals0.2.0direct
PyPIpackaging25.0direct
PyPIpackaging26.0direct
PyPIpackaging26.1direct
PyPIpackaging26.2direct
PyPIpillow12.3.0direct
PyPIprompt-toolkit3.0.52direct
PyPIprompt-toolkit3.0.53direct
PyPIpydantic2.12.5direct
PyPIpydantic2.13.1direct
PyPIpydantic2.13.2direct
PyPIpydantic2.13.3direct
PyPIpydantic2.13.4direct
PyPIpyperclip1.11.0direct
PyPIpython-dotenv1.2.2direct
PyPIpyyaml6.0.3direct
PyPIrequests2.33.0direct
PyPIrequests2.33.1direct
PyPIrequests2.34.2direct
PyPIrich14.3.2direct
PyPIrich14.3.3direct
PyPIrich15.0.0direct
PyPItavily-python0.7.26direct
PyPItavily-python0.7.27direct
PyPItextual8.2.8direct
PyPItextual-autocomplete4.0.6direct
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PyPIwcmatch11.0direct
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npmb4a1.8.1indirect
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npmbare-stream2.13.1indirect
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PyPIattrs25.4.0indirect
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PyPIbackports-tarfile1.2.0indirect
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PyPIbeautifulsoup44.15.0indirect
PyPIbedrock-agentcore1.18.1indirect
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PyPIgoogle-genai1.66.0indirect
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PyPIgoogle-genai1.73.1indirect
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PyPIlangchain-huggingface1.2.2indirect
PyPIlangchain-ibm1.1.0indirect
PyPIlangchain-litellm0.7.0indirect
PyPIlangchain-meta0.5.0indirect
PyPIlangchain-modal0.0.5indirect
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PyPIlangchain-together0.4.0indirect
PyPIlangchain-vercel-sandbox0.0.2indirect
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PyPIlanggraph1.2.5indirect
PyPIlanggraph1.2.6indirect
PyPIlanggraph1.2.8indirect
PyPIlanggraph1.2.9indirect
PyPIlanggraph-api0.11.0indirect
PyPIlanggraph-api0.11.1indirect
PyPIlanggraph-api0.11.2indirect
PyPIlanggraph-checkpoint4.1.0indirect
PyPIlanggraph-checkpoint4.1.1indirect
PyPIlanggraph-checkpoint-postgres3.1.0indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlark1.3.1indirect
PyPIlazy-loader0.5indirect
PyPIlibrosa0.11.0indirect
PyPIlibrt0.11.0indirect
PyPIlinkify-it-py2.1.0indirect
PyPIlitellm1.87.0indirect
PyPIlitellm1.93.0indirect
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PyPIllvmlite0.48.0indirect
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PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow4.2.2indirect
PyPImarshmallow4.3.0indirect
PyPImatplotlib3.11.0indirect
PyPImatplotlib-inline0.2.1indirect
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PyPImdit-py-plugins0.6.1indirect
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PyPImistune3.3.0indirect
PyPImore-itertools10.8.0indirect
PyPImore-itertools11.0.2indirect
PyPImore-itertools11.1.0indirect
PyPImpmath1.3.0indirect
PyPImsgpack1.2.1indirect
PyPImultidict6.7.0indirect
PyPImultidict6.7.1indirect
PyPImultipart1.3.1indirect
PyPImultiprocess0.70.19indirect
PyPImypy2.1.0indirect
PyPImypy-extensions1.1.0indirect
PyPInarwhals2.24.0indirect
PyPInbclient0.10.2indirect
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PyPInbformat5.10.4indirect
PyPInemotron-deep-agent0.1.0indirect
PyPInest-asyncio21.7.2indirect
PyPInetworkx3.6.1indirect
PyPInh30.3.2indirect
PyPInh30.3.3indirect
PyPInh30.3.4indirect
PyPInh30.3.6indirect
PyPInotebook7.5.6indirect
PyPInotebook-shim0.2.4indirect
PyPInumba0.66.0indirect
PyPInumexpr2.14.2indirect
PyPInumpy2.4.1indirect
PyPInumpy2.4.2indirect
PyPInumpy2.4.3indirect
PyPInumpy2.4.6indirect
PyPInumpy2.5.1indirect
PyPInvidia-cublas13.1.1.3indirect
PyPInvidia-cuda-cupti13.0.85indirect
PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.3.33indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPIobstore0.8.2indirect
PyPIollama0.6.1indirect
PyPIollama0.6.2indirect
PyPIopenai2.28.0indirect
PyPIopenai2.29.0indirect
PyPIopenai2.32.0indirect
PyPIopenai2.44.0indirect
PyPIopenai2.46.0indirect
PyPIopenai2.52.0indirect
PyPIopenrouter0.10.6indirect
PyPIopenrouter0.11.46indirect
PyPIopentelemetry-api1.37.0indirect
PyPIopentelemetry-api1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-common1.37.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.37.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.39.1indirect
PyPIopentelemetry-exporter-prometheus0.58b0indirect
PyPIopentelemetry-instrumentation0.60b1indirect
PyPIopentelemetry-instrumentation-aiohttp-client0.60b1indirect
PyPIopentelemetry-proto1.37.0indirect
PyPIopentelemetry-proto1.39.1indirect
PyPIopentelemetry-sdk1.37.0indirect
PyPIopentelemetry-sdk1.39.1indirect
PyPIopentelemetry-semantic-conventions0.58b0indirect
PyPIopentelemetry-semantic-conventions0.60b1indirect
PyPIopentelemetry-util-http0.60b1indirect
PyPIorjson3.11.6indirect
PyPIorjson3.11.7indirect
PyPIorjson3.11.8indirect
PyPIorjson3.11.9indirect
PyPIormsgpack1.12.0indirect
PyPIormsgpack1.12.1indirect
PyPIormsgpack1.12.2indirect
PyPIoverrides7.7.0indirect
PyPIpandas2.3.3indirect
PyPIpandas3.0.1indirect
PyPIpandas3.0.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.5indirect
PyPIpathspec1.0.4indirect
PyPIpathspec1.1.1indirect
PyPIperplexityai0.42.0indirect
PyPIpexpect4.9.0indirect
PyPIphonemizer3.4.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.11.0indirect
PyPIplatformdirs4.5.0indirect
PyPIpluggy1.6.0indirect
PyPIpooch1.9.0indirect
PyPIpostgrest2.31.0indirect
PyPIprometheus-client0.23.1indirect
PyPIprometheus-client0.25.0indirect
PyPIprometheus-client0.26.0indirect
PyPIpropcache0.4.1indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.1indirect
PyPIprotobuf6.33.5indirect
PyPIprotobuf6.33.6indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil7.1.3indirect
PyPIpsycopg3.3.4indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpsycopg-pool3.3.1indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy-cpuinfo9.0.0indirect
PyPIpyarrow23.0.1indirect
PyPIpyasn10.6.3indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser2.23indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-core2.46.1indirect
PyPIpydantic-core2.46.2indirect
PyPIpydantic-core2.46.3indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-settings2.14.2indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest9.0.3indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-benchmark5.2.3indirect
PyPIpytest-codspeed4.3.0indirect
PyPIpytest-codspeed5.0.3indirect
PyPIpytest-cov7.0.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-recording0.13.4indirect
PyPIpytest-socket0.7.0indirect
PyPIpytest-socket0.8.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-watcher0.6.3indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-json-logger4.0.0indirect
PyPIpython-multipart0.0.32indirect
PyPIpytz2025.2indirect
PyPIpytz2026.1.post1indirect
PyPIpytz2026.2indirect
PyPIpywin32311indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpywinpty3.0.2indirect
PyPIpyzmq27.1.0indirect
PyPIquickjs-rs0.2.0indirect
PyPIquickjs-rs0.2.4indirect
PyPIquickjs-rs0.2.5indirect
PyPIreadme-renderer44.0indirect
PyPIreadme-renderer45.0indirect
PyPIrealtime2.31.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2025.11.3indirect
PyPIregex2026.1.15indirect
PyPIregex2026.2.28indirect
PyPIregex2026.7.19indirect
PyPIrepl-swarm-example0.1.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIresponses0.26.1indirect
PyPIresponses0.26.2indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc39862.0.0indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrpds-py0.29.0indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIrsa4.9.1indirect
PyPIruff0.15.20indirect
PyPIruff0.15.22indirect
PyPIruff0.16.0indirect
PyPIrunloop-api-client1.23.3indirect
PyPIrunloop-api-client1.7.0indirect
PyPIs3transfer0.19.0indirect
PyPIs3transfer0.19.1indirect
PyPIsafetensors0.8.0indirect
PyPIscantree0.0.4indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.0indirect
PyPIsecretstorage3.5.0indirect
PyPIsend2trash1.8.3indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIshortuuid1.0.13indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsoundfile0.14.0indirect
PyPIsoupsieve2.8.4indirect
PyPIsoupsieve2.9.1indirect
PyPIsoxr1.1.0indirect
PyPIsqlalchemy2.0.51indirect
PyPIsqlite-vec0.1.7indirect
PyPIsqlite-vec0.1.9indirect
PyPIsse-starlette2.1.3indirect
PyPIsse-starlette3.3.2indirect
PyPIsse-starlette3.3.3indirect
PyPIsse-starlette3.3.4indirect
PyPIstack-data0.6.3indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstandard-sunau3.13.0indirect
PyPIstarlette1.3.1indirect
PyPIstorage32.31.0indirect
PyPIstrenum0.4.15indirect
PyPIstructlog25.5.0indirect
PyPIsupabase2.31.0indirect
PyPIsupabase-auth2.31.0indirect
PyPIsupabase-functions2.31.0indirect
PyPIsympy1.14.0indirect
PyPIsynchronicity0.11.1indirect
PyPIsynchronicity0.12.3indirect
PyPIsynchronicity0.12.5indirect
PyPIsyrupy5.1.0indirect
PyPIsyrupy5.3.2indirect
PyPItabulate0.10.0indirect
PyPItenacity9.1.2indirect
PyPItenacity9.1.4indirect
PyPIterminado0.18.1indirect
PyPItestcontainers4.15.0rc2indirect
PyPItext2sql-deepagent0.1.0indirect
PyPItextual-dev1.8.0indirect
PyPItextual-serve1.1.3indirect
PyPIthreadpoolctl3.6.0indirect
PyPItinycss21.4.0indirect
PyPItokenizers0.22.2indirect
PyPItokenizers0.23.1indirect
PyPItoml0.10.2indirect
PyPItomli2.4.0indirect
PyPItomli2.4.1indirect
PyPItorch2.13.0indirect
PyPItorchaudio2.11.0indirect
PyPItornado6.5.7indirect
PyPItqdm4.67.1indirect
PyPItqdm4.67.3indirect
PyPItqdm4.69.0indirect
PyPItqdm4.70.0indirect
PyPItraitlets5.14.3indirect
PyPItransformers5.14.1indirect
PyPItriton3.7.1indirect
PyPItrove-classifiers2026.6.1.19indirect
PyPItruststore0.10.4indirect
PyPItwine6.2.0indirect
PyPIty0.0.54indirect
PyPIty0.0.61indirect
PyPIty0.0.62indirect
PyPIty0.0.65indirect
PyPItyper0.23.0indirect
PyPItyper0.23.1indirect
PyPItyper0.27.0indirect
PyPItypes-certifi2021.10.8.3indirect
PyPItypes-pyyaml6.0.12.20260518indirect
PyPItypes-requests2.33.0.20260712indirect
PyPItypes-toml0.10.8.20240310indirect
PyPItypes-toml0.10.8.20260518indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.2indirect
PyPItzdata2026.2indirect
PyPItzdata2026.3indirect
PyPIuc-micro-py2.0.0indirect
PyPIuri-template1.3.0indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.38.0indirect
PyPIuvicorn0.41.0indirect
PyPIuvicorn0.42.0indirect
PyPIuvicorn0.49.0indirect
PyPIuvicorn0.51.0indirect
PyPIuvicorn0.52.0indirect
PyPIuvloop0.22.1indirect
PyPIvalidators0.35.0indirect
PyPIvcrpy8.2.1indirect
PyPIvercel0.5.9indirect
PyPIvercel-workers0.0.24indirect
PyPIvercel-workers0.0.25indirect
PyPIwasmtime45.0.0indirect
PyPIwasmtime47.0.1indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.2.14indirect
PyPIwcwidth0.6.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets15.0.1indirect
PyPIwidgetsnbextension4.0.15indirect
PyPIwrapt1.17.3indirect
PyPIwrapt2.1.1indirect
PyPIwrapt2.1.2indirect
PyPIwrapt2.2.0rc11indirect
PyPIwrapt2.2.1indirect
PyPIwrapt2.2.2indirect
PyPIxxhash3.6.0indirect
PyPIxxhash3.7.0indirect
PyPIxxhash3.8.1indirect
PyPIyarl1.22.0indirect
PyPIyarl1.23.0indirect
PyPIyarl1.24.5indirect
PyPIzipp3.23.0indirect
PyPIzipp3.23.1indirect
PyPIzipp4.1.0indirect
PyPIzstandard0.25.0indirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 919 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
langsmith0.8.11directhigh10.8.18
click8.1.8indirecthigh18.3.3
click8.3.1indirecthigh18.3.3
cryptography48.0.1indirecthigh650.0.0
pyasn10.6.3indirecthigh60.6.4
aiohttp3.14.1indirectmoderate63.14.3
langgraph-checkpoint4.1.0indirectmoderate24.1.1

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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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 — PyPI.