Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-13 04:27 UTC

getzep / graphiti

Build Real-Time Knowledge Graphs for AI Agents

PythonApache-2.0★ 29,869 stars⑂ 3,023 forkssince Aug 2024View on GitHub ↗

KindNetwork serviceMCP serverLibraryhow this is determined

getzep/graphiti holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on Security (61/100). It was last updated today. 2 contributors account for most of its recent work.

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.

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)

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 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).

Ownership

ZepOrganization

488 followers14 public repossince May 2023

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
PyPI	graphiti-core	0.29.3	1,557,781	192	16 days ago
PyPI	mcp-server	0.1.4	-	5	488 days ago

Metrics by category

Vitality

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

99Exceptional · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 0 days ago
34.6/36	Commit cadence — 50/52 weeks with commits
18/18	Commit volume — 386 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	386
human_commit_share	0.45
days_since_last_push	0
active_weeks_last_year	50

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 16 days ago
27/27	Release cadence — a release every ~18.4 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	v0.29.3
releases_from_tags	no
days_since_latest_release	16
mean_days_between_releases	18.4

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

96Exceptional · 17% of overall

Popularity & adoption

97Exceptional

How it's scored

60/60	Stars — 29,869 stars
25/25	Forks — 3,023 forks
12.3/15	Watchers — 165 watchers

Inputs used

forks	3,023
stars	29,869
watchers	165
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	6
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	github.com, shields.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

100Exceptional

How it's scored

80/80	Monthly downloads — 1,557,781 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	graphiti-core
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	1,557,781
unverified_packages_excluded	mcp-server

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?

69Good · 23% of overall

Maintainer resilience (bus factor)

54Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
12.6/22.5	Commit distribution — top contributor authored 44% of commits
13.5/13.5	Contributor breadth — 56 contributors
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Inputs used

bus_factor	2
contributors_sampled	56
top_contributor_share	0.441

Issue & PR responsiveness

50Moderate

How it's scored

18.6/42	Issue resolution — 44% of issues closed
21.9/30	PR acceptance — 762/1,042 decided PRs merged
4/13	Newcomer PR acceptance — 4/13 first-time contributors' PRs merged in 30d
6/15	OpenSSF Scorecard: Code-Review — Found 14/30 approved changesets -- score normalized to 4

Inputs used

merged_prs	762
open_issues	279
closed_issues	221
prs_merged_7d	2
prs_decided_7d	7
prs_merged_30d	24
prs_decided_30d	47
issue_closed_ratio	0.442
closed_unmerged_prs	280
first_time_authors_30d	11
first_time_prs_merged_30d	4
first_time_prs_decided_30d	13

Ownership & stewardship

81Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain — verified-domain status not read for this organization
19.3/25	Owner reach — 488 followers of getzep
15.1/25	Track record — 14 public repos, account ~3 yr old

Inputs used

followers	488
owner_type	Organization
is_verified	—
owner_login	getzep
public_repos	14
account_age_days	1,193

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 2 package(s) on pypi
35/35	Publish recency — latest publish 16 days ago
20/20	Version history — 192 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	graphiti-core, mcp-server
ecosystems	pypi
any_deprecated	no
min_days_since_publish	16

Engineering Quality

Are baseline engineering and documentation practices in place?

67Good · 19% of overall

Engineering practices

68Good

How it's scored

24/24	CI workflows — 13 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no

Documentation

65Good

How it's scored

30/30	README
0/25	Documentation directory
15/15	Documentation / homepage site — https://help.getzep.com/graphiti
10/10	Repository description
10/10	Topics — 4 topics
0/10	Wiki

Inputs used

topics	agents, graph, llms, rag
has_wiki	no
homepage	https://help.getzep.com/graphiti
docs_site	https://help.getzep.com/graphiti
has_readme	yes
has_docs_dir	no
has_description	yes

Security

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

61Moderate · 16% of overall

Security posture

51Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5	Code-Review — Found 14/30 approved changesets -- score normalized to 4
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10	Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
3/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
5/5	SAST — SAST tool is run on all commits
2/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 48 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5.1

Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	27
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:graphiti-core@0.29.3 runtime dependency closure — what installing the published package pulls in — 27 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.

81Excellent · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 45 of 45 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	6,672

Verify loop (build / test / typecheck)

85Excellent

How it's scored

18/18	One-command bootstrap — Makefile, server/Makefile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — graphiti_core/py.typed, py.typed
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 28 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 10 of the last 100 commits are automated dependency updates
6/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile, server/Makefile
has_devcontainer	no
has_linter_config	no
typecheck_configs	graphiti_core/py.typed, py.typed
agent_commit_share	0.28
toolchain_manifests	—
dependency_bot_commit_share	0.1

Code legibility for models

81Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (graphiti_core/py.typed, py.typed)
54.4/55	Manageable file sizes — 3/264 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	73,143
source_files_sampled	264
oversized_source_files	3

Machine-readable interfaces

60Moderate

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
20/20	MCP server
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	network-service

Key facts

29,869GitHub stars

56contributors

386commits, last 12 months

0days since last push

100releases

2bus factor

279open issues

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 37 authors (cap 12)
Could not fetch pypi package 'graph-service' from its registry

More detail

Star and fork history 0 ★ / 3,023 ⇿

0Stars

3,023Forks

17Releases

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.

Major 0Minor 4Patch 9

OpenSSF Scorecard 5.1 / 10

5.1aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-13 04:26 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
4	Code-Review	Found 14/30 approved changesets -- score normalized to 4
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
0	Dangerous-Workflow	dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
6	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 6
10	SAST	SAST tool is run on all commits
4	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	48 existing vulnerabilities detected

Direct dependencies 18

Registry	Package	Version constraint	Manifest
PyPI	mcp	`>=1.27.2,<2`	mcp_server/pyproject.toml
PyPI	openai	`>=2.41.0`	mcp_server/pyproject.toml
PyPI	graphiti-core	`>=0.29.2`	mcp_server/pyproject.toml
PyPI	pydantic-settings	`>=2.0.0`	mcp_server/pyproject.toml
PyPI	pyyaml	`>=6.0.3`	mcp_server/pyproject.toml
PyPI	typing-extensions	`>=4.0.0`	mcp_server/pyproject.toml
PyPI	pydantic	`>=2.11.5`	pyproject.toml
PyPI	neo4j	`>=5.26.0`	pyproject.toml
PyPI	openai	`>=1.91.0`	pyproject.toml
PyPI	tenacity	`>=9.0.0`	pyproject.toml
PyPI	numpy	`>=1.0.0`	pyproject.toml
PyPI	python-dotenv	`>=1.0.1`	pyproject.toml
PyPI	posthog	`>=3.0.0`	pyproject.toml
PyPI	fastapi	`>=0.115.0`	server/pyproject.toml
PyPI	graphiti-core	`>=0.28.2`	server/pyproject.toml
PyPI	pydantic-settings	`>=2.4.0`	server/pyproject.toml
PyPI	uvicorn	`>=0.44.0`	server/pyproject.toml
PyPI	httpx	`>=0.28.1`	server/pyproject.toml

All dependencies 359

Full resolved dependency set from the GitHub dependency graph: 34 direct and 325 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	fastapi	`0.136.3`	direct
PyPI	graphiti-core	`—`	direct
PyPI	graphiti-core	`0.28.2`	direct
PyPI	graphiti-core	`0.29.1`	direct
PyPI	graphiti-core	`0.29.2`	direct
PyPI	graphiti-core	`0.29.3`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	mcp	`1.27.2`	direct
PyPI	neo4j	`5.28.1`	direct
PyPI	neo4j	`6.0.2`	direct
PyPI	neo4j	`6.1.0`	direct
PyPI	numpy	`2.2.6`	direct
PyPI	numpy	`2.4.1`	direct
PyPI	openai	`1.92.2`	direct
PyPI	openai	`2.2.0`	direct
PyPI	openai	`2.32.0`	direct
PyPI	openai	`2.43.0`	direct
PyPI	posthog	`6.0.0`	direct
PyPI	posthog	`6.7.6`	direct
PyPI	posthog	`7.5.1`	direct
PyPI	posthog	`7.9.3`	direct
PyPI	pydantic	`2.11.10`	direct
PyPI	pydantic	`2.11.7`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic-settings	`2.10.1`	direct
PyPI	python-dotenv	`—`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	pyyaml	`6.0.2`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	tenacity	`9.1.2`	direct
PyPI	typing-extensions	`4.14.0`	direct
PyPI	typing-extensions	`4.15.0`	direct
PyPI	uvicorn	`0.34.3`	direct
PyPI	uvicorn	`0.45.0`	direct
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.14.1`	indirect
PyPI	aiolimiter	`1.2.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anthropic	`—`	indirect
PyPI	anthropic	`0.111.0`	indirect
PyPI	anyio	`4.11.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	anyio	`4.9.0`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	arrow	`1.4.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-lru	`2.0.5`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`25.3.0`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	azure-core	`1.38.0`	indirect
PyPI	azure-identity	`1.25.3`	indirect
PyPI	babel	`2.17.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	backports-asyncio-runner	`1.2.0`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	boto3	`—`	indirect
PyPI	boto3	`1.42.26`	indirect
PyPI	botocore	`1.42.26`	indirect
PyPI	certifi	`2025.10.5`	indirect
PyPI	certifi	`2025.6.15`	indirect
PyPI	certifi	`2026.1.4`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	charset-normalizer	`3.4.2`	indirect
PyPI	charset-normalizer	`3.4.3`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	click	`8.2.1`	indirect
PyPI	click	`8.3.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	cuda-bindings	`13.3.1`	indirect
PyPI	cuda-pathfinder	`1.5.5`	indirect
PyPI	cuda-toolkit	`13.0.2`	indirect
PyPI	debugpy	`1.8.19`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docstring-parser	`0.17.0`	indirect
PyPI	docstring-parser	`0.18.0`	indirect
PyPI	events	`0.5`	indirect
PyPI	exceptiongroup	`1.3.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	execnet	`2.1.1`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	faker	`40.23.0`	indirect
PyPI	falkordb	`—`	indirect
PyPI	falkordb	`1.2.0`	indirect
PyPI	falkordb	`1.4.0`	indirect
PyPI	falkordb	`1.6.1`	indirect
PyPI	falkordblite	`0.10.0`	indirect
PyPI	fastapi-cli	`0.0.7`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	ffmpeg-python	`0.2.0`	indirect
PyPI	filelock	`3.20.3`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	frozenlist	`1.7.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2025.7.0`	indirect
PyPI	fsspec	`2026.1.0`	indirect
PyPI	future	`1.0.0`	indirect
PyPI	gliner	`0.2.25`	indirect
PyPI	gliner2	`—`	indirect
PyPI	gliner2	`1.2.4`	indirect
PyPI	google-auth	`2.47.0`	indirect
PyPI	google-auth	`2.49.2`	indirect
PyPI	google-genai	`—`	indirect
PyPI	google-genai	`1.62.0`	indirect
PyPI	google-genai	`2.8.0`	indirect
PyPI	graph-service	`0.1.0`	indirect
PyPI	graphiti-otel-stdout-example	`0.1.0`	indirect
PyPI	groq	`—`	indirect
PyPI	groq	`1.0.0`	indirect
PyPI	groq	`1.2.0`	indirect
PyPI	grpcio	`1.76.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatchling	`—`	indirect
PyPI	hf-xet	`1.4.3`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httptools	`0.6.4`	indirect
PyPI	httpx-sse	`0.4.1`	indirect
PyPI	huggingface-hub	`1.10.1`	indirect
PyPI	idna	`3.18`	indirect
PyPI	importlib-metadata	`8.7.0`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipykernel	`—`	indirect
PyPI	ipykernel	`7.1.0`	indirect
PyPI	ipython	`8.38.0`	indirect
PyPI	ipython	`9.9.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.10.0`	indirect
PyPI	jiter	`0.11.0`	indirect
PyPI	jiter	`0.12.0`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	joblib	`1.5.1`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	json5	`0.13.0`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpointer	`3.0.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.8.0`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.0`	indirect
PyPI	jupyter-lsp	`2.3.0`	indirect
PyPI	jupyter-server	`2.20.0`	indirect
PyPI	jupyter-server-terminals	`0.5.3`	indirect
PyPI	jupyterlab	`—`	indirect
PyPI	jupyterlab	`4.5.7`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.28.0`	indirect
PyPI	kuzu	`0.11.2`	indirect
PyPI	kuzu	`0.11.3`	indirect
PyPI	langchain-anthropic	`—`	indirect
PyPI	langchain-anthropic	`1.4.6`	indirect
PyPI	langchain-aws	`—`	indirect
PyPI	langchain-aws	`1.2.0`	indirect
PyPI	langchain-core	`1.4.0`	indirect
PyPI	langchain-core	`1.4.8`	indirect
PyPI	langchain-openai	`—`	indirect
PyPI	langchain-openai	`1.1.14`	indirect
PyPI	langchain-protocol	`0.0.16`	indirect
PyPI	langchain-protocol	`0.0.18`	indirect
PyPI	langchain-text-splitters	`1.1.2`	indirect
PyPI	langgraph	`—`	indirect
PyPI	langgraph	`1.1.2`	indirect
PyPI	langgraph-checkpoint	`4.0.0`	indirect
PyPI	langgraph-prebuilt	`1.0.8`	indirect
PyPI	langgraph-sdk	`0.3.3`	indirect
PyPI	langsmith	`—`	indirect
PyPI	langsmith	`0.8.9`	indirect
PyPI	lark	`1.3.1`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.2`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	mcp-server	`1.0.2`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mistune	`3.2.1`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.37.0`	indirect
PyPI	msal-extensions	`1.3.1`	indirect
PyPI	multidict	`6.6.4`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	nbclient	`0.10.4`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	notebook-shim	`0.2.4`	indirect
PyPI	nvidia-cublas	`13.1.1.3`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.20.0.48`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.1`	indirect
PyPI	nvidia-nccl-cu13	`2.29.7`	indirect
PyPI	nvidia-nvjitlink	`13.0.88`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	onnxruntime	`1.24.2`	indirect
PyPI	opensearch-protobufs	`0.19.0`	indirect
PyPI	opensearch-py	`—`	indirect
PyPI	opensearch-py	`3.1.0`	indirect
PyPI	opentelemetry-api	`1.37.0`	indirect
PyPI	opentelemetry-api	`1.39.1`	indirect
PyPI	opentelemetry-sdk	`1.37.0`	indirect
PyPI	opentelemetry-sdk	`1.39.1`	indirect
PyPI	opentelemetry-semantic-conventions	`0.58b0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.60b1`	indirect
PyPI	orjson	`3.11.6`	indirect
PyPI	ormsgpack	`1.12.1`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.2.0`	indirect
PyPI	platformdirs	`4.5.1`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	prometheus-client	`0.24.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.3.2`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	protobuf	`6.33.5`	indirect
PyPI	psutil	`7.1.2`	indirect
PyPI	psutil	`7.2.1`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyasn1	`0.6.3`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pycparser	`2.22`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pydantic-core	`2.33.2`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pyright	`—`	indirect
PyPI	pyright	`1.1.402`	indirect
PyPI	pyright	`1.1.408`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-asyncio	`—`	indirect
PyPI	pytest-asyncio	`1.3.0`	indirect
PyPI	pytest-asyncio	`1.4.0`	indirect
PyPI	pytest-timeout	`2.4.0`	indirect
PyPI	pytest-xdist	`—`	indirect
PyPI	pytest-xdist	`3.7.0`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-json-logger	`4.0.0`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pywinpty	`3.0.2`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	redis	`5.3.1`	indirect
PyPI	redis	`7.1.0`	indirect
PyPI	redis	`8.0.0`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2025.11.3`	indirect
PyPI	regex	`2025.7.34`	indirect
PyPI	requests	`2.33.0`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rfc3987-syntax	`1.1.0`	indirect
PyPI	rich	`14.0.0`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rich-toolkit	`0.14.7`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruff	`—`	indirect
PyPI	ruff	`0.12.1`	indirect
PyPI	ruff	`0.14.11`	indirect
PyPI	ruff	`0.15.18`	indirect
PyPI	s3transfer	`0.16.0`	indirect
PyPI	safetensors	`0.6.2`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scikit-learn	`1.7.1`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	scikit-learn	`1.8.0`	indirect
PyPI	scipy	`1.15.3`	indirect
PyPI	scipy	`1.17.0`	indirect
PyPI	send2trash	`2.0.0`	indirect
PyPI	sentence-transformers	`—`	indirect
PyPI	sentence-transformers	`5.2.0`	indirect
PyPI	sentence-transformers	`5.4.0`	indirect
PyPI	sentencepiece	`0.2.1`	indirect
PyPI	setuptools	`80.9.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	soupsieve	`2.8.1`	indirect
PyPI	sse-starlette	`2.3.6`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tiktoken	`0.12.0`	indirect
PyPI	tinycss2	`1.4.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tomli	`2.2.1`	indirect
PyPI	tomli	`2.4.0`	indirect
PyPI	torch	`2.12.1`	indirect
PyPI	tornado	`6.5.7`	indirect
PyPI	tqdm	`4.67.1`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	transformers	`—`	indirect
PyPI	transformers	`5.0.0rc3`	indirect
PyPI	triton	`3.7.1`	indirect
PyPI	typer	`0.16.0`	indirect
PyPI	typer	`0.24.1`	indirect
PyPI	typer-slim	`0.24.0`	indirect
PyPI	typing-inspection	`0.4.1`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2025.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uuid-utils	`0.13.0`	indirect
PyPI	uuid-utils	`0.14.0`	indirect
PyPI	uvloop	`0.21.0`	indirect
PyPI	voyageai	`—`	indirect
PyPI	voyageai	`0.3.7`	indirect
PyPI	watchfiles	`1.1.0`	indirect
PyPI	wcwidth	`0.2.14`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yarl	`1.20.1`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zstandard	`0.24.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 0

Installing pypi:graphiti-core@0.29.3 pulls in 27 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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