Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 17:59 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★ 30,734 stars⑂ 3,037 forkssince Aug 2023View on GitHub ↗
KindNetwork serviceMCP serverCommand-line toolLibraryWeb interfacehow this is determined
#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 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (64/100). It was last updated today. 2 contributors account for most of its recent work.

98
overall / 100
Exceptional

Software health index

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

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

Score profile

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

The weighted overall 86 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

TopoteretesOrganization · verified domain
352 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
PyPIcognee1.5.4126,59517412 days ago
PyPIcognee-mcp0.5.51,527257 days ago

Metrics by category

Vitality

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

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 6,973 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_year6,973
human_commit_share0.97
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~3.4 days
10/10OpenSSF Scorecard: Signed-Releases — 1 out of the last 1 releases have a total of 2 signed artifacts.
Inputs used
releases_count100
latest_release_tagv1.5.4rc1
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases3.4

Community & Adoption

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

92Excellent · 17% of overall

Popularity & adoption

96Exceptional
How it's scored
60/60Stars — 30,734 stars
25/25Forks — 3,037 forks
11.3/15Watchers — 109 watchers
Inputs used
forks3,037
stars30,734
watchers109
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges7
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesbadgen.net, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

85Excellent
How it's scored
68/80Monthly downloads — 126,595 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagescognee
dependents—
ecosystemspypi
total_downloads—
monthly_downloads126,595
unverified_packages_excludedcognee-mcp
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?

76Good · 23% of overall

Maintainer resilience (bus factor)

65Good
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
16/22.5Commit distribution — top contributor authored 29% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled98
top_contributor_share0.29

Issue & PR responsiveness

60Moderate
How it's scored
33.4/42Issue resolution — 80% of issues closed
20.1/30PR acceptance — 2,334/3,490 decided PRs merged
0/13Newcomer PR acceptance — 0/6 first-time contributors' PRs merged in 30d
6/15OpenSSF Scorecard: Code-Review — Found 6/14 approved changesets -- score normalized to 4
Inputs used
merged_prs2,334
open_issues223
closed_issues863
prs_merged_7d34
prs_decided_7d59
prs_merged_30d34
prs_decided_30d59
issue_closed_ratio0.795
closed_unmerged_prs1,156
first_time_authors_30d6
first_time_prs_merged_30d0
first_time_prs_decided_30d6

Ownership & stewardship

84Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
18.3/25Owner reach — 352 followers of topoteretes
15.3/25Track record — 12 public repos, account ~3 yr old
Inputs used
followers352
owner_typeOrganization
is_verifiedyes
owner_logintopoteretes
public_repos12
account_age_days1,309

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on pypi
35/35Publish recency — latest publish 12 days ago
20/20Version history — 174 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescognee, cognee-mcp
ecosystemspypi
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 56 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.json, eslint.config.mjs, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 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

100Exceptional
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
docs_sitehttps://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?

64Moderate · 16% of overall

Security posture

58Moderate
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 — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 6/14 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 10 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 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
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
4.5/5Security-Policy — security policy file detected
7.5/7.5Signed-Releases — 1 out of the last 1 releases have a total of 2 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 43 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.8
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.

Dependency advisories

89Excellent
How it's scored
26.6/35Direct dependencies free of known advisories — 1 affected: diskcache 5.6.3 (moderate)
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
37.2/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 216 days ago
Inputs used
sourceosv
advisories2
affected_packages1
assessed_packages128
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages1
Matched the pypi:cognee@1.5.4 runtime dependency closure — what installing the published package pulls in — 128 packages. Reachability is not analyzed.

AI Readiness

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

89Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://www.cognee.ai/llms.txt)
40/40Legible commit history — 78 of 97 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://www.cognee.ai/llms.txt
legible_history_share0.804
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes50,486

Verify loop (build / test / typecheck)

95Exceptional
How it's scored
18/18One-command bootstrap — mise.toml
22/22Automated tests
11/11Lint / format config — .eslintrc.json, eslint.config.mjs, pyproject.toml ([tool.ruff])
11/11Static type checking — cognee-frontend/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 2 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_filesmise.toml
has_devcontaineryes
has_linter_configyes
typecheck_configscognee-frontend/tsconfig.json
agent_commit_share0.11
toolchain_manifests—
dependency_bot_commit_share0.02

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (cognee-frontend/tsconfig.json)
54.9/55Manageable file sizes — 7/2,978 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes166,522
source_files_sampled2,978
oversized_source_files7

Machine-readable interfaces

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

Key facts

30,734GitHub stars
98contributors
6,973commits, last 12 months
0days since last push
100releases
2bus factor
223open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 24 authors (cap 12)
  • Could not fetch pypi package 'cognee-starter' from its registry

More detail

Star and fork history 0 ★ / 3,037 ⇿
0Stars
3,037Forks
29Releases

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.

2,0002,2002,4002,6002,8003,0003,2003,037552026-062026-082026-09
Major 0Minor 3Patch 7
OpenSSF Scorecard 5.8 / 10
5.8aggregate

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 · 2026-09-16 17:58 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-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 6/14 approved changesets -- score normalized to 4
10Contributorsproject has 10 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 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
8SASTSAST tool is not run on all commits -- score normalized to 8
9Security-Policysecurity policy file detected
10Signed-Releases1 out of the last 1 releases have a total of 2 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities43 existing vulnerabilities detected
Direct dependencies 78
RegistryPackageVersion constraintManifest
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npm@mantine/dropzone^8.3.14cognee-frontend/package.json
npm@mantine/form^8.3.13cognee-frontend/package.json
npm@mantine/hooks^8.3.13cognee-frontend/package.json
npm@mantine/modals^8.3.13cognee-frontend/package.json
npm@mantine/notifications^8.3.14cognee-frontend/package.json
npm@tanstack/react-query^5.101.2cognee-frontend/package.json
npm@types/d3^7.4.3cognee-frontend/package.json
npmclassnames^2.5.1cognee-frontend/package.json
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npmd3^7.9.0cognee-frontend/package.json
npmd3-force-3d^3.0.6cognee-frontend/package.json
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npmembla-carousel-react^8.6.0cognee-frontend/package.json
npmjose^6.0.11cognee-frontend/package.json
npmmantine-form-valibot-resolver^3.0.1cognee-frontend/package.json
npmnext^16.3.4cognee-frontend/package.json
npmreact^19.1.2cognee-frontend/package.json
npmreact-dom^19.1.2cognee-frontend/package.json
npmreact-error-boundary^6.0.0cognee-frontend/package.json
npmreact-force-graph-2d^1.29.0cognee-frontend/package.json
npmreact-markdown^10.1.0cognee-frontend/package.json
npmserver-only^0.0.1cognee-frontend/package.json
npmuuid^14.0.0cognee-frontend/package.json
npmvalibot^1.4.2cognee-frontend/package.json
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PyPIsqlalchemy>=2.0.39,<3.0.0pyproject.toml
PyPIaiosqlite>=0.20.0,<1.0.0pyproject.toml
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PyPIlitellm>=1.83.7,<1.97.0pyproject.toml
PyPIinstructor>=1.9.1,<1.15.3pyproject.toml
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PyPIaiohttp>=3.13.5,<4.0.0pyproject.toml
PyPIaiofiles>=23.2.1pyproject.toml
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All dependencies 1,607

Full resolved dependency set from the GitHub dependency graph: 106 direct and 1,501 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIgraphiti-core—indirect
PyPIgraphiti-core0.30.1indirect
PyPIgreenlet3.5.3indirect
PyPIgreenlet3.5.5indirect
PyPIgriffe2.2.0indirect
PyPIgriffecli2.2.0indirect
PyPIgriffelib2.1.0indirect
PyPIgriffelib2.2.0indirect
PyPIgroq0.37.1indirect
PyPIgrpcio1.82.1indirect
PyPIgrpcio1.83.1indirect
PyPIgrpcio-status1.82.1indirect
PyPIgrpcio-status1.83.1indirect
PyPIh110.16.0indirect
PyPIhf-xet1.5.1indirect
PyPIhf-xet1.6.0indirect
PyPIhtml5lib1.1indirect
PyPIhtmlmin20.1.13indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.12.0indirect
PyPIhttplib20.32.0indirect
PyPIhttpx-sse0.4.3indirect
PyPIhttpx22.12.0indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIhuggingface-hub0.36.2indirect
PyPIhuggingface-hub1.23.0indirect
PyPIhumanfriendly10.0indirect
PyPIhumanize4.16.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.18indirect
PyPIidna3.19indirect
PyPIimportlib-metadata8.9.0indirect
PyPIinflect7.5.0indirect
PyPIiniconfig2.3.0indirect
PyPIinstaller0.7.0indirect
PyPIinvoke2.2.1indirect
PyPIipykernel7.3.0indirect
PyPIipython8.39.0indirect
PyPIipython9.17.1indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIisodate0.7.2indirect
PyPIisoduration20.11.0indirect
PyPIisort8.0.1indirect
PyPIitsdangerous2.2.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.6.0indirect
PyPIjedi0.20.0indirect
PyPIjeepney0.9.0indirect
PyPIjiter0.13.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjoblib1.6.0indirect
PyPIjoserfc1.7.4indirect
PyPIjsmin3.0.1indirect
PyPIjson50.15.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpath-ng1.8.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-path0.5.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-builder1.2.2indirect
PyPIjupyter-client8.10.0indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.21.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab4.6.3indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIkeyring25.7.0indirect
PyPIkiwisolver1.5.0indirect
PyPIkiwisolver1.5.1indirect
PyPIlance-namespace0.12.0indirect
PyPIlance-namespace0.9.0indirect
PyPIlance-namespace-urllib3-client0.12.0indirect
PyPIlance-namespace-urllib3-client0.9.0indirect
PyPIlangchain-aws1.1.0indirect
PyPIlangchain-core1.6.1indirect
PyPIlangchain-openai—indirect
PyPIlangchain-protocol0.0.19indirect
PyPIlangchain-text-splitters0.3.11indirect
PyPIlangsmith0.12.1indirect
PyPIlark1.3.1indirect
PyPIlatex2mathml3.81.0indirect
PyPIlibsql-experimental0.0.55indirect
PyPIlightrag-hku—indirect
PyPIllama-cpp-python0.3.35indirect
PyPIllama-index-core0.14.24indirect
PyPIllama-index-instrumentation0.6.0indirect
PyPIllama-index-workflows2.23.3indirect
PyPIllvmlite0.48.0indirect
PyPIllvmlite0.49.0indirect
PyPIlocust2.39.1indirect
PyPIlocust-cloud1.30.0indirect
PyPIloguru0.7.3indirect
PyPIlupa2.8indirect
PyPIlxml4.9.4indirect
PyPIlxml5.4.0indirect
PyPIlxml6.1.2indirect
PyPImail-parser4.6.4indirect
PyPImakefun1.16.0indirect
PyPImako1.3.12indirect
PyPImako1.4.1indirect
PyPImarkdown3.10.2indirect
PyPImarkdown3.10.3indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarko2.2.4indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow3.26.2indirect
PyPImatplotlib3.10.0indirect
PyPImatplotlib3.10.9indirect
PyPImatplotlib3.11.0indirect
PyPImatplotlib3.11.1indirect
PyPImatplotlib-inline0.2.2indirect
PyPImdurl0.1.2indirect
PyPImem0ai—indirect
PyPImergedeep1.3.4indirect
PyPImistral-common1.11.7indirect
PyPImistralai1.12.4indirect
PyPImistune3.3.4indirect
PyPImkdocs1.6.1indirect
PyPImkdocs-autorefs1.4.4indirect
PyPImkdocs-get-deps0.2.2indirect
PyPImkdocs-material9.7.7indirect
PyPImkdocs-material-extensions1.3.1indirect
PyPImkdocs-minify-plugin0.8.0indirect
PyPImkdocstrings0.26.2indirect
PyPImkdocstrings-python1.13.0indirect
PyPIml-dtypes0.5.4indirect
PyPIml-dtypes0.6.0indirect
PyPImmh35.3.0indirect
PyPImodal—indirect
PyPImonotonic1.6indirect
PyPImore-itertools11.1.0indirect
PyPImpire2.10.2indirect
PyPImpmath1.3.0indirect
PyPImsal1.38.0indirect
PyPImsal-extensions1.3.1indirect
PyPImsgpack1.2.2indirect
PyPImsoffcrypto-tool6.0.0indirect
PyPImultidict6.7.1indirect
PyPImultiprocess0.70.19indirect
PyPImurmurhash1.0.15indirect
PyPImypy-extensions1.1.0indirect
PyPInano-vectordb—indirect
PyPInarwhals2.25.0indirect
PyPInbclient0.11.0indirect
PyPInbconvert7.17.1indirect
PyPIneo4j5.28.4indirect
PyPIneo4j5.28.5indirect
PyPInest-asyncio1.6.0indirect
PyPInest-asyncio21.7.2indirect
PyPInltk3.10.0indirect
PyPInltk3.10.3indirect
PyPInodeenv1.10.0indirect
PyPInotebook7.6.2indirect
PyPInotebook-shim0.2.4indirect
PyPInumba0.66.0indirect
PyPInumba0.67.0indirect
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
PyPIoauthlib3.3.1indirect
PyPIolefile0.47indirect
PyPIollama0.6.2indirect
PyPIomegaconf2.3.1indirect
PyPIonnx1.22.0indirect
PyPIonnxruntime1.23.2indirect
PyPIonnxruntime1.29.0indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopencv-python5.0.0.93indirect
PyPIopenpyxl3.1.5indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIorjson3.12.0indirect
PyPIoverrides7.7.0indirect
PyPIpackaging24.2indirect
PyPIpackaging26.3indirect
PyPIpaginate0.5.7indirect
PyPIpandas2.3.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.7indirect
PyPIpathable0.6.0indirect
PyPIpathlib—indirect
PyPIpathspec1.1.1indirect
PyPIpathvalidate3.3.1indirect
PyPIpdf2image1.17.0indirect
PyPIpdfminer-six20260107indirect
PyPIpendulum3.2.0indirect
PyPIpexpect4.9.0indirect
PyPIpgvector0.3.6indirect
PyPIpi-heif1.4.0indirect
PyPIpikepdf10.12.0indirect
PyPIpikepdf10.9.1indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.11.7indirect
PyPIplaywright1.62.0indirect
PyPIplotly—indirect
PyPIplotly6.9.0indirect
PyPIpluggy1.6.0indirect
PyPIpolyfactory3.3.0indirect
PyPIportalocker4.3.0indirect
PyPIposthog3.25.0indirect
PyPIpre-commit4.6.2indirect
PyPIpreshed3.0.13indirect
PyPIprometheus-client0.26.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIprotego0.6.2indirect
PyPIproto-plus1.28.1indirect
PyPIproto-plus1.28.4indirect
PyPIprotobuf7.35.1indirect
PyPIprotobuf7.36.1indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg22.9.12indirect
PyPIpsycopg2-binary2.9.12indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpwdlib0.3.0indirect
PyPIpy-key-value-aio0.4.5indirect
PyPIpy-rust-stemmers0.1.8indirect
PyPIpyarrow24.0.0indirect
PyPIpyarrow25.0.1indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpyclipper1.4.0indirect
PyPIpycocotools2.0.11indirect
PyPIpycountry26.2.16indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-extra-types2.11.1indirect
PyPIpyee13.0.1indirect
PyPIpyfiglet1.0.4indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpyjwt2.13.0indirect
PyPIpylatexenc2.11indirect
PyPIpymdown-extensions11.0.2indirect
PyPIpypandoc1.17indirect
PyPIpypandoc-binary1.17indirect
PyPIpyparsing3.3.2indirect
PyPIpypdfium25.11.0indirect
PyPIpypdfium25.13.0indirect
PyPIpyperclip1.11.0indirect
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-discovery1.6.0indirect
PyPIpython-docx1.2.0indirect
PyPIpython-engineio4.14.0indirect
PyPIpython-iso6392026.4.20indirect
PyPIpython-iso6392026.7.23indirect
PyPIpython-json-logger4.2.0indirect
PyPIpython-magic0.4.27indirect
PyPIpython-oxmsg0.0.2indirect
PyPIpython-pptx1.0.2indirect
PyPIpython-socketio5.16.4indirect
PyPIpytokens0.4.1indirect
PyPIpytz2026.2indirect
PyPIpytz2026.3.post1indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpywinpty3.0.5indirect
PyPIpyyaml6.0.3indirect
PyPIpyyaml-env-tag1.1indirect
PyPIpyzmq27.2.0indirect
PyPIrapidfuzz3.14.5indirect
PyPIrapidfuzz3.14.6indirect
PyPIrapidocr3.9.2indirect
PyPIrapidocr-onnxruntime1.4.4indirect
PyPIredis5.3.1indirect
PyPIredis8.0.1indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.6.28indirect
PyPIregex2026.9.3indirect
PyPIrequests—indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrequirements-parser0.13.1indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrich14.3.4indirect
PyPIrich-argparse1.8.0indirect
PyPIrich-rst2.1.0indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIrtree1.4.1indirect
PyPIruff0.16.0indirect
PyPIs3fs2025.3.2indirect
PyPIs3transfer0.15.0indirect
PyPIsafetensors0.8.0indirect
PyPIscikit-learn1.7.2indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy1.11.4indirect
PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.0indirect
PyPIscipy1.18.1indirect
PyPIseaborn0.13.2indirect
PyPIsecretstorage3.5.0indirect
PyPIsemchunk3.2.5indirect
PyPIsemver3.0.4indirect
PyPIsend2trash2.1.0indirect
PyPIsentry-sdk2.68.1indirect
PyPIsetuptools83.0.0indirect
PyPIsetuptools84.0.0indirect
PyPIshapely2.1.2indirect
PyPIshellingham1.5.4indirect
PyPIsimple-websocket1.1.0indirect
PyPIsimplejson4.1.2indirect
PyPIsix1.17.0indirect
PyPIsmart-open8.0.0indirect
PyPIsmart-open8.0.1indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.4indirect
PyPIsoupsieve2.9.2indirect
PyPIspacy3.8.13indirect
PyPIspacy3.8.14indirect
PyPIspacy-legacy3.0.12indirect
PyPIspacy-loggers1.0.5indirect
PyPIsqlglot30.17.0indirect
PyPIsrsly2.5.3indirect
PyPIsse-starlette3.4.5indirect
PyPIsse-starlette3.4.8indirect
PyPIstack-data0.6.3indirect
PyPIstarlette-context0.3.6indirect
PyPIsympy1.14.0indirect
PyPItabulate0.9.0indirect
PyPItavily-python0.8.0indirect
PyPIterminado0.18.1indirect
PyPIthinc8.3.13indirect
PyPIthreadpoolctl3.6.0indirect
PyPItimm1.0.27indirect
PyPItimm1.0.29indirect
PyPItinycss21.5.1indirect
PyPItinytag2.3.1indirect
PyPItokenizers0.22.2indirect
PyPItomli2.4.1indirect
PyPItomlkit0.15.1indirect
PyPItorchvision0.28.0indirect
PyPItornado6.5.8indirect
PyPItqdm4.68.4indirect
PyPItqdm4.70.0indirect
PyPItraitlets5.15.1indirect
PyPItraitlets5.16.1indirect
PyPItransformers4.57.6indirect
PyPItransformers5.13.0indirect
PyPItree-sitter0.26.0indirect
PyPItree-sitter-c0.24.2indirect
PyPItree-sitter-javascript0.25.0indirect
PyPItree-sitter-python0.25.0indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItriton3.7.1indirect
PyPItruststore0.10.4indirect
PyPItweepy4.17.0indirect
PyPIty0.0.77indirect
PyPItypeguard4.5.2indirect
PyPItypeguard4.6.0indirect
PyPItyper0.26.8indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.2indirect
PyPItzdata2026.3indirect
PyPItzlocal5.4.4indirect
PyPIuncalled-for0.4.0indirect
PyPIunstructured0.18.32indirect
PyPIunstructured0.21.5indirect
PyPIunstructured0.22.23indirect
PyPIunstructured-client0.42.12indirect
PyPIunstructured-client0.45.0indirect
PyPIunstructured-client0.46.2indirect
PyPIunstructured-inference1.2.0indirect
PyPIunstructured-inference1.6.13indirect
PyPIunstructured-inference1.6.9indirect
PyPIunstructured-pytesseract0.3.15indirect
PyPIuri-template1.3.0indirect
PyPIuritemplate4.2.0indirect
PyPIuuid-utils0.17.0indirect
PyPIvirtualenv21.7.8indirect
PyPIwasabi1.1.3indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.3indirect
PyPIweasel1.0.0indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebencodings0.6.1indirect
PyPIwebsocket-client1.9.2indirect
PyPIwerkzeug3.1.8indirect
PyPIwheel0.48.0indirect
PyPIwin-precise-time1.4.2indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt1.17.3indirect
PyPIwrapt2.2.2indirect
PyPIwsproto1.3.2indirect
PyPIxlrd2.0.2indirect
PyPIxlsxwriter3.2.9indirect
PyPIxxhash4.0.1indirect
PyPIyarl1.24.2indirect
PyPIyarl1.24.5indirect
PyPIzipp4.1.0indirect
PyPIzope-event6.2indirect
PyPIzope-interface8.6indirect
PyPIzstandard0.25.0indirect
Dependency advisories 1

Installing pypi:cognee@1.5.4 pulls in 128 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
diskcache5.6.3directmoderate2—

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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100deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Exceptional98mem0ai/mem0The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.Exceptional98langchain-ai/langchainThe agent engineering platform.Exceptional98langchain-ai/langgraphBuild resilient agents.Exceptional99mlflow/mlflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.Exceptional99awslabs/cli-agent-orchestratorMulti-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessionsExceptional

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