Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 14:00 UTC

topoteretes / cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python · TypeScriptApache-2.0★ 27,975 stars⑂ 2,675 forkssince Aug 2023View on GitHub ↗
#ai#cognitive-architecture#vector-database#ai-agents#graph-database#ai-memory#cognitive-memory#knowledge#knowledge-graph#graph-rag#contributions-welcome#good-first-issue#good-first-pr#help-wanted#open-source#context-engineering#agent-memory#agent-skills#memory-management

topoteretes/cognee holds a health index of 81 out of 100, placing it in the Good band. It scores highest on Vitality (100/100) and lowest on Security (48/100). It was last updated today. 2 contributors account for most of its recent work.

81
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

81
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

TopoteretesOrganization
315 followers12 public repossince Feb 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIcognee-mcp0.5.41,563184 days ago
PyPIcognee1.3.0-1515 days ago

Metrics by category

Vitality

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

100Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 6,021 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year6,021
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release discipline

100Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~2.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv1.3.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases2.5
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?

84Good · 18% of overall

Popularity & adoption

96Excellent
How it's scored
60/60Stars — 27,975 stars
25/25Forks — 2,675 forks
10.8/15Watchers — 90 watchers
Inputs used
forks2,675
stars27,975
watchers90
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Ecosystem adoption (downloads)

53Moderate
How it's scored
42.6/80Monthly downloads — 1,563 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagescognee-mcp, cognee
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,563
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 · 24% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.5/22.5Commit distribution — top contributor authored 31% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled100
top_contributor_share0.309

Issue & PR responsiveness

59Moderate
How it's scored
33.4/46.8Issue resolution — 71% of issues closed
26/38.3PR acceptance — 1,810/2,666 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0
Inputs used
merged_prs1,810
open_issues236
closed_issues588
issue_closed_ratio0.714
closed_unmerged_prs856

Ownership & stewardship

63Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18/25Owner reach — 315 followers of topoteretes
14.9/25Track record — 12 public repos, account ~3 yr old
Inputs used
followers315
owner_typeOrganization
is_verified—
owner_logintopoteretes
public_repos12
account_age_days1,248

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 2 package(s) on pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 151 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescognee-mcp, cognee
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 47 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.json, eslint.config.mjs
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 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

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.cognee.ai
10/10Repository description
10/10Topics — 19 topics
10/10Wiki
Inputs used
topicsai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory, cognitive-memory, knowledge, knowledge-graph, graph-rag, contributions-welcome, good-first-issue, good-first-pr, help-wanted, open-source, context-engineering, agent-memory, agent-skills, memory-management
has_wikiyes
homepagehttps://www.cognee.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

48At risk · 16% of overall

Security posture

48At risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 8 out of 8 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
0/7.5Code-Review — Found 0/8 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 13 contributing companies or organizations
0/10Dangerous-Workflow — 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 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
4.5/5Security-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 — 219 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.8
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

79Good · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes21,055
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — mise.toml
22/22Automated tests
11/11Lint / format config — .eslintrc.json, eslint.config.mjs
11/11Static type checking — cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, poetry.lock, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesmise.toml
has_devcontaineryes
has_linter_configyes
typecheck_configscognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

82Good
How it's scored
27/45Type-checkable code — Python with type-check config (cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json)
54.7/55Manageable file sizes — 11/2,039 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes151,034
source_files_sampled2,039
oversized_source_files11

Machine-readable interfaces

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

Key facts

27,975GitHub stars
100contributors
6,021commits, last 12 months
0days since last push
100releases
2bus factor
236open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch pypi package 'cognee-starter' from its registry

More detail

OpenSSF Scorecard 4.8 / 10
4.8aggregate

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 · 2026-07-17 13:59 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/8 approved changesets -- score normalized to 0
10Contributorsproject has 13 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool is not run on all commits -- score normalized to 7
9Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities219 existing vulnerabilities detected
Direct dependencies 70
RegistryPackageVersion constraintManifest
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All dependencies 1,865

Full resolved dependency set from the GitHub dependency graph: 117 direct and 1,748 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIflask3.1.3indirect
PyPIflask-cors6.0.2indirect
PyPIflask-cors6.0.5indirect
PyPIflask-login0.6.3indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.61.1indirect
PyPIfonttools4.63.0indirect
PyPIfqdn1.5.1indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2025.3.2indirect
PyPIfsspec2026.6.0indirect
PyPIgdown—indirect
PyPIgdown5.2.1indirect
PyPIgdown5.2.2indirect
PyPIgenson1.3.0indirect
PyPIgenson1.4.0indirect
PyPIgevent25.5.1indirect
PyPIgeventhttpclient2.3.9indirect
PyPIghp-import2.1.0indirect
PyPIgitdb4.0.12indirect
PyPIgitpython3.1.46indirect
PyPIgitpython3.1.50indirect
PyPIgiturlparse0.14.0indirect
PyPIgiturlparse0.15.0indirect
PyPIgoogle-api-core2.30.0indirect
PyPIgoogle-api-core2.31.0indirect
PyPIgoogle-api-python-client2.198.0indirect
PyPIgoogle-auth2.48.0indirect
PyPIgoogle-auth2.55.0indirect
PyPIgoogle-auth2.55.2indirect
PyPIgoogle-auth-httplib20.4.0indirect
PyPIgoogle-auth-oauthlib1.4.0indirect
PyPIgoogle-cloud-vision3.12.1indirect
PyPIgoogle-cloud-vision3.14.0indirect
PyPIgoogle-cloud-vision3.15.0indirect
PyPIgoogle-genai1.65.0indirect
PyPIgoogle-genai1.75.0indirect
PyPIgoogleapis-common-protos1.72.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgraphiti-core—indirect
PyPIgraphiti-core0.28.2indirect
PyPIgraphiti-core0.29.2indirect
PyPIgreenlet3.3.2indirect
PyPIgreenlet3.5.2indirect
PyPIgreenlet3.5.3indirect
PyPIgriffe2.0.0indirect
PyPIgriffe2.0.2indirect
PyPIgriffecli2.0.0indirect
PyPIgriffecli2.0.2indirect
PyPIgriffelib2.0.0indirect
PyPIgriffelib2.0.2indirect
PyPIgroq0.37.1indirect
PyPIgrpcio1.78.0indirect
PyPIgrpcio1.81.1indirect
PyPIgrpcio1.82.1indirect
PyPIgrpcio-status1.78.0indirect
PyPIgrpcio-status1.81.1indirect
PyPIgrpcio-status1.82.1indirect
PyPIgrpclib0.4.9indirect
PyPIh110.16.0indirect
PyPIh24.3.0indirect
PyPIhf-xet1.3.1indirect
PyPIhf-xet1.5.1indirect
PyPIhpack4.1.0indirect
PyPIhtml5lib1.1indirect
PyPIhtmlmin20.1.13indirect
PyPIhttpcore1.0.9indirect
PyPIhttplib20.32.0indirect
PyPIhttpx-sse0.4.3indirect
PyPIhuggingface-hub0.36.2indirect
PyPIhuggingface-hub1.23.0indirect
PyPIhumanfriendly10.0indirect
PyPIhumanize4.15.0indirect
PyPIhyperframe6.1.0indirect
PyPIidentify2.6.16indirect
PyPIidentify2.6.19indirect
PyPIidna3.11indirect
PyPIidna3.18indirect
PyPIimportlib-metadata8.5.0indirect
PyPIimportlib-metadata8.7.1indirect
PyPIimportlib-metadata8.9.0indirect
PyPIinflect7.5.0indirect
PyPIiniconfig2.3.0indirect
PyPIinstaller0.7.0indirect
PyPIinvoke2.2.1indirect
PyPIipykernel7.2.0indirect
PyPIipykernel7.3.0indirect
PyPIipython8.38.0indirect
PyPIipython8.39.0indirect
PyPIipython9.10.0indirect
PyPIipython9.14.1indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIisodate0.7.2indirect
PyPIisoduration20.11.0indirect
PyPIisort6.1.0indirect
PyPIisort8.0.1indirect
PyPIitsdangerous2.2.0indirect
PyPIjedi0.19.2indirect
PyPIjedi0.20.0indirect
PyPIjiter0.10.0indirect
PyPIjiter0.13.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjsmin3.0.1indirect
PyPIjson50.13.0indirect
PyPIjson50.14.0indirect
PyPIjsonlines4.0.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpath-ng1.7.0indirect
PyPIjsonpath-ng1.8.0indirect
PyPIjsonpointer3.0.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema4.23.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-client8.8.0indirect
PyPIjupyter-client8.9.1indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.0indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.0indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.17.0indirect
PyPIjupyter-server2.20.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab4.5.5indirect
PyPIjupyterlab4.5.9indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIkiwisolver1.4.9indirect
PyPIkiwisolver1.5.0indirect
PyPIlance-namespace0.5.2indirect
PyPIlance-namespace0.8.6indirect
PyPIlance-namespace0.9.0indirect
PyPIlance-namespace-urllib3-client0.5.2indirect
PyPIlance-namespace-urllib3-client0.8.6indirect
PyPIlance-namespace-urllib3-client0.9.0indirect
PyPIlangchain-aws1.1.0indirect
PyPIlangchain-core1.2.16indirect
PyPIlangchain-core1.4.7indirect
PyPIlangchain-openai—indirect
PyPIlangchain-protocol0.0.17indirect
PyPIlangchain-text-splitters0.3.11indirect
PyPIlangsmith0.7.7indirect
PyPIlangsmith0.8.16indirect
PyPIlark1.3.1indirect
PyPIlatex2mathml3.78.1indirect
PyPIlatex2mathml3.81.0indirect
PyPIlightrag-hku—indirect
PyPIllama-cpp-python0.3.16indirect
PyPIllama-cpp-python0.3.30indirect
PyPIllama-index-core0.14.20indirect
PyPIllama-index-core0.14.22indirect
PyPIllama-index-instrumentation0.5.0indirect
PyPIllama-index-workflows2.19.0indirect
PyPIllama-index-workflows2.22.0indirect
PyPIllvmlite0.46.0indirect
PyPIllvmlite0.47.0indirect
PyPIllvmlite0.48.0indirect
PyPIlocust2.39.1indirect
PyPIlocust-cloud1.30.0indirect
PyPIloguru0.7.3indirect
PyPIlupa2.6indirect
PyPIlupa2.8indirect
PyPIlxml4.9.4indirect
PyPIlxml5.4.0indirect
PyPIlxml6.0.2indirect
PyPIlxml6.1.1indirect
PyPImakefun1.16.0indirect
PyPImako1.3.10indirect
PyPImako1.3.12indirect
PyPImarkdown3.10.2indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarko2.2.2indirect
PyPImarko2.2.3indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow3.26.2indirect
PyPImatplotlib3.10.0indirect
PyPImatplotlib3.10.8indirect
PyPImatplotlib3.10.9indirect
PyPImatplotlib3.11.0indirect
PyPImatplotlib-inline0.2.1indirect
PyPImatplotlib-inline0.2.2indirect
PyPImdurl0.1.2indirect
PyPImem0ai—indirect
PyPImergedeep1.3.4indirect
PyPImistral-common1.11.2indirect
PyPImistral-common1.11.3indirect
PyPImistral-common1.9.1indirect
PyPImistralai1.12.4indirect
PyPImistune3.2.0indirect
PyPImistune3.2.1indirect
PyPImkdocs1.6.1indirect
PyPImkdocs-autorefs1.4.4indirect
PyPImkdocs-get-deps0.2.0indirect
PyPImkdocs-get-deps0.2.2indirect
PyPImkdocs-material9.7.3indirect
PyPImkdocs-material9.7.6indirect
PyPImkdocs-material-extensions1.3.1indirect
PyPImkdocs-minify-plugin0.8.0indirect
PyPImkdocstrings0.26.2indirect
PyPImkdocstrings-python1.13.0indirect
PyPIml-dtypes0.5.4indirect
PyPImmh35.2.0indirect
PyPImmh35.2.1indirect
PyPImodal—indirect
PyPImodal1.3.4indirect
PyPImodal1.5.0indirect
PyPImonotonic1.6indirect
PyPImore-itertools10.8.0indirect
PyPImore-itertools11.1.0indirect
PyPImpire2.10.2indirect
PyPImpmath1.3.0indirect
PyPImsal1.35.1indirect
PyPImsal1.37.0indirect
PyPImsal-extensions1.3.1indirect
PyPImsgpack1.1.2indirect
PyPImsgpack1.2.0indirect
PyPImsoffcrypto-tool6.0.0indirect
PyPImultidict6.7.1indirect
PyPImultiprocess0.70.19indirect
PyPImurmurhash1.0.15indirect
PyPImypy-extensions1.1.0indirect
PyPInano-vectordb—indirect
PyPInarwhals2.17.0indirect
PyPInarwhals2.22.1indirect
PyPInbclient0.10.4indirect
PyPInbclient0.11.0indirect
PyPInbconvert7.17.0indirect
PyPInbconvert7.17.1indirect
PyPIneo4j5.28.3indirect
PyPIneo4j5.28.4indirect
PyPInest-asyncio1.6.0indirect
PyPInest-asyncio21.7.2indirect
PyPInltk3.10.0indirect
PyPInltk3.9.3indirect
PyPInltk3.9.4indirect
PyPInodeenv1.10.0indirect
PyPInotebook7.5.4indirect
PyPInotebook7.5.7indirect
PyPInotebook-shim0.2.4indirect
PyPInumba0.64.0indirect
PyPInumba0.65.1indirect
PyPInumba0.66.0indirect
PyPInvidia-cublas13.1.1.3indirect
PyPInvidia-cublas-cu1212.8.4.1indirect
PyPInvidia-cuda-cupti13.0.85indirect
PyPInvidia-cuda-cupti-cu1212.8.90indirect
PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-nvrtc-cu1212.8.93indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cuda-runtime-cu1212.8.90indirect
PyPInvidia-cudnn-cu129.10.2.21indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufft-cu1211.3.3.83indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-cufile-cu121.13.1.3indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-curand-cu1210.3.9.90indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusolver-cu1211.7.3.90indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparse-cu1212.5.8.93indirect
PyPInvidia-cusparselt-cu120.7.1indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-nccl-cu122.27.5indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.0.88indirect
PyPInvidia-nvjitlink13.3.33indirect
PyPInvidia-nvjitlink-cu1212.8.93indirect
PyPInvidia-nvshmem-cu123.4.5indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPInvidia-nvtx-cu1212.8.90indirect
PyPIoauthlib3.3.1indirect
PyPIocrmac1.0.1indirect
PyPIolefile0.47indirect
PyPIollama0.6.1indirect
PyPIollama0.6.2indirect
PyPIomegaconf2.3.0indirect
PyPIomegaconf2.3.1indirect
PyPIonnx1.20.1indirect
PyPIonnx1.22.0indirect
PyPIonnxruntime1.22.1indirect
PyPIonnxruntime1.23.2indirect
PyPIonnxruntime1.25.1indirect
PyPIonnxruntime1.27.0indirect
PyPIopencv-python4.13.0.92indirect
PyPIopencv-python5.0.0.93indirect
PyPIopenpyxl3.1.5indirect
PyPIopentelemetry-api1.39.1indirect
PyPIopentelemetry-api1.42.1indirect
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-common1.42.1indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.42.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.42.1indirect
PyPIopentelemetry-proto1.39.1indirect
PyPIopentelemetry-proto1.42.1indirect
PyPIopentelemetry-sdk1.39.1indirect
PyPIopentelemetry-sdk1.42.1indirect
PyPIopentelemetry-semantic-conventions0.60b1indirect
PyPIopentelemetry-semantic-conventions0.63b1indirect
PyPIorjson3.11.7indirect
PyPIorjson3.11.9indirect
PyPIoverrides7.7.0indirect
PyPIpackaging24.2indirect
PyPIpaginate0.5.7indirect
PyPIpandas2.3.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.6indirect
PyPIparso0.8.7indirect
PyPIpathlib—indirect
PyPIpathspec1.0.4indirect
PyPIpathspec1.1.1indirect
PyPIpathvalidate3.3.1indirect
PyPIpdf2image1.17.0indirect
PyPIpdfminer-six20260107indirect
PyPIpendulum3.2.0indirect
PyPIpexpect4.9.0indirect
PyPIpgvector0.3.6indirect
PyPIpi-heif1.2.1indirect
PyPIpi-heif1.4.0indirect
PyPIpikepdf10.3.0indirect
PyPIpikepdf10.8.0indirect
PyPIpikepdf10.9.1indirect
PyPIpillow11.3.0indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.9.2indirect
PyPIplaywright1.58.0indirect
PyPIplaywright1.60.0indirect
PyPIplotly—indirect
PyPIplotly6.5.2indirect
PyPIplotly6.8.0indirect
PyPIpluggy1.6.0indirect
PyPIply3.11indirect
PyPIpolyfactory3.3.0indirect
PyPIportalocker3.2.0indirect
PyPIposthog3.25.0indirect
PyPIpre-commit4.5.1indirect
PyPIpre-commit4.6.0indirect
PyPIpreshed3.0.12indirect
PyPIpreshed3.0.13indirect
PyPIprometheus-client0.24.1indirect
PyPIprometheus-client0.25.0indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpropcache0.4.1indirect
PyPIpropcache0.5.2indirect
PyPIprotego0.6.0indirect
PyPIprotego0.6.1indirect
PyPIproto-plus1.27.1indirect
PyPIproto-plus1.28.0indirect
PyPIproto-plus1.28.1indirect
PyPIprotobuf6.33.5indirect
PyPIprotobuf6.33.6indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg22.9.11indirect
PyPIpsycopg22.9.12indirect
PyPIpsycopg2-binary2.9.11indirect
PyPIpsycopg2-binary2.9.12indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpwdlib0.3.0indirect
PyPIpy-rust-stemmers0.1.5indirect
PyPIpy-rust-stemmers0.1.8indirect
PyPIpyarrow23.0.1indirect
PyPIpyarrow24.0.0indirect
PyPIpyasn10.6.2indirect
PyPIpyasn10.6.3indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpyclipper1.4.0indirect
PyPIpycocotools2.0.11indirect
PyPIpycountry26.2.16indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-extra-types2.11.0indirect
PyPIpydantic-extra-types2.11.1indirect
PyPIpyee13.0.1indirect
PyPIpyfiglet1.0.4indirect
PyPIpygments2.19.2indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.11.0indirect
PyPIpyjwt2.13.0indirect
PyPIpylatexenc2.10indirect
PyPIpymdown-extensions10.21indirect
PyPIpymdown-extensions10.21.3indirect
PyPIpyobjc-core12.1indirect
PyPIpyobjc-core12.2indirect
PyPIpyobjc-framework-cocoa12.1indirect
PyPIpyobjc-framework-cocoa12.2indirect
PyPIpyobjc-framework-coreml12.1indirect
PyPIpyobjc-framework-coreml12.2indirect
PyPIpyobjc-framework-quartz12.1indirect
PyPIpyobjc-framework-quartz12.2indirect
PyPIpyobjc-framework-vision12.1indirect
PyPIpyobjc-framework-vision12.2indirect
PyPIpypandoc1.16.2indirect
PyPIpypandoc1.17indirect
PyPIpypandoc-binary1.16.2indirect
PyPIpypandoc-binary1.17indirect
PyPIpyparsing3.3.2indirect
PyPIpypdfium25.10.1indirect
PyPIpypdfium25.11.0indirect
PyPIpypdfium25.5.0indirect
PyPIpyreadline33.5.4indirect
PyPIpyreadline33.5.6indirect
PyPIpysocks1.7.1indirect
PyPIpytest7.4.4indirect
PyPIpytest8.4.2indirect
PyPIpytest-asyncio0.21.2indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov6.3.0indirect
PyPIpytest-repeat0.9.4indirect
PyPIpytest-rerunfailures12.0indirect
PyPIpytest-split0.11.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.1.0indirect
PyPIpython-discovery1.4.2indirect
PyPIpython-docx1.2.0indirect
PyPIpython-engineio4.13.1indirect
PyPIpython-engineio4.13.2indirect
PyPIpython-iso6392026.1.31indirect
PyPIpython-iso6392026.4.20indirect
PyPIpython-json-logger4.0.0indirect
PyPIpython-json-logger4.1.0indirect
PyPIpython-magic0.4.27indirect
PyPIpython-oxmsg0.0.2indirect
PyPIpython-pptx1.0.2indirect
PyPIpython-socketio5.16.1indirect
PyPIpython-socketio5.16.3indirect
PyPIpytokens0.4.1indirect
PyPIpytz2025.2indirect
PyPIpytz2026.2indirect
PyPIpywin32311indirect
PyPIpywin32312indirect
PyPIpywinpty3.0.3indirect
PyPIpywinpty3.0.5indirect
PyPIpyyaml6.0.3indirect
PyPIpyyaml-env-tag1.1indirect
PyPIpyzmq27.1.0indirect
PyPIrapidfuzz3.14.3indirect
PyPIrapidfuzz3.14.5indirect
PyPIrapidocr3.6.0indirect
PyPIrapidocr3.8.4indirect
PyPIredis5.3.1indirect
PyPIredis8.0.1indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.2.19indirect
PyPIregex2026.5.9indirect
PyPIregex2026.6.28indirect
PyPIrequests2.32.5indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrequirements-parser0.13.0indirect
PyPIrequirements-parser0.13.1indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrich14.3.3indirect
PyPIrich14.3.4indirect
PyPIrich-argparse1.7.2indirect
PyPIrich-argparse1.8.0indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.5.1indirect
PyPIrpds-py2026.6.3indirect
PyPIrsa4.9.1indirect
PyPIrtree1.4.1indirect
PyPIruff0.13.1indirect
PyPIruff0.15.17indirect
PyPIs3fs2025.3.2indirect
PyPIs3transfer0.15.0indirect
PyPIsafetensors0.7.0indirect
PyPIsafetensors0.8.0indirect
PyPIscikit-learn1.7.2indirect
PyPIscikit-learn1.8.0indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy1.11.4indirect
PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.0indirect
PyPIseaborn0.13.2indirect
PyPIsemchunk2.2.2indirect
PyPIsemver3.0.4indirect
PyPIsend2trash2.1.0indirect
PyPIsentry-sdk2.53.0indirect
PyPIsentry-sdk2.63.0indirect
PyPIsetuptools81.0.0indirect
PyPIsetuptools82.0.0indirect
PyPIsetuptools82.0.1indirect
PyPIsetuptools83.0.0indirect
PyPIshapely2.1.2indirect
PyPIshellingham1.5.4indirect
PyPIsimple-websocket1.1.0indirect
PyPIsimplejson3.20.2indirect
PyPIsimplejson4.1.1indirect
PyPIsix1.17.0indirect
PyPIsmart-open7.5.1indirect
PyPIsmart-open7.6.1indirect
PyPIsmart-open8.0.0indirect
PyPIsmmap5.0.2indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.3indirect
PyPIsoupsieve2.8.4indirect
PyPIspacy3.8.11indirect
PyPIspacy3.8.13indirect
PyPIspacy3.8.14indirect
PyPIspacy-legacy3.0.12indirect
PyPIspacy-loggers1.0.5indirect
PyPIsqlglot29.0.1indirect
PyPIsqlglot30.11.0indirect
PyPIsrsly2.5.2indirect
PyPIsrsly2.5.3indirect
PyPIsse-starlette3.2.0indirect
PyPIsse-starlette3.4.4indirect
PyPIsse-starlette3.4.5indirect
PyPIstack-data0.6.3indirect
PyPIstarlette-context0.3.6indirect
PyPIsympy1.14.0indirect
PyPIsynchronicity0.11.1indirect
PyPIsynchronicity0.12.4indirect
PyPItabulate0.9.0indirect
PyPItavily-python0.7.22indirect
PyPItavily-python0.7.26indirect
PyPIterminado0.18.1indirect
PyPIthinc8.3.10indirect
PyPIthinc8.3.13indirect
PyPIthreadpoolctl3.6.0indirect
PyPItimm1.0.25indirect
PyPItimm1.0.27indirect
PyPItinycss21.4.0indirect
PyPItinycss21.5.1indirect
PyPItinytag2.2.1indirect
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                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 70,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 100,
              "top_contributor_share": 0.309
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 31% of commits",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 31
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "merged_prs": 1810,
              "open_issues": 236,
              "closed_issues": 588,
              "issue_closed_ratio": 0.714,
              "closed_unmerged_prs": 856
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "71% of issues closed",
                "points": 33.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 71
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1810/2666 decided PRs merged",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1810,
                      "decided": 2666
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/8 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "followers": 315,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "topoteretes",
              "public_repos": 12,
              "account_age_days": 1248
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "315 followers of topoteretes",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 315,
                      "login": "topoteretes"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "12 public repos, account ~3 yr old",
                "points": 14.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 12
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cognee-mcp",
                "cognee"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "151 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 151
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "47 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 47
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".eslintrc.json, eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, eslint.config.mjs"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "8 out of 8 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "cognitive-architecture",
                "vector-database",
                "ai-agents",
                "graph-database",
                "ai-memory",
                "cognitive-memory",
                "knowledge",
                "knowledge-graph",
                "graph-rag",
                "contributions-welcome",
                "good-first-issue",
                "good-first-pr",
                "help-wanted",
                "open-source",
                "context-engineering",
                "agent-memory",
                "agent-skills",
                "memory-management"
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              "has_wiki": true,
              "homepage": "https://www.cognee.ai",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.cognee.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "19 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 19
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.8
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "8 out of 8 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/8 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "219 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 79,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 21055
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "poetry.lock",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
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                "cognee-mcp/apps-src/tsconfig.json"
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mise.toml"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, eslint.config.mjs"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cognee-frontend/tsconfig.json, cognee-mcp/apps-src/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
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  },
  "warnings": [
    "Could not fetch pypi package 'cognee-starter' from its registry"
  ],
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  "generated_at": "2026-07-17T14:00:06.020702Z",
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  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/topoteretes/cognee.svg",
  "full_name": "topoteretes/cognee",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.

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