Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-28 07:08 UTC

ag2ai / ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

Python · MDXApache-2.0★ 4,891 stars⑂ 707 forkssince Nov 2024View on GitHub ↗
KindLibraryhow this is determined
#a2a#agent-framework#llm#python#agentic#ai#llms#mcp#multi-agent#multi-agent-system#genai#agentic-ai#ai-agents-framework#aiagents#open-source#ag2

ag2ai/ag2 holds a health index of 99 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (81/100). It was last updated today. 6 contributors account for most of its recent work.

99
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.

99
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 90 is calibrated to 99 on the published index scale (record calibration 2026-08-02).

Ownership

ag2aiOrganization
457 followers32 public repossince Nov 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIag21.0.2494,4088813 days agoaiagentautogenag2ag2.aiag2aiagentic

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 — 693 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year693
human_commit_share0.78
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 79 releases published
36/36Release recency — latest release 13 days ago
27/27Release cadence — a release every ~10.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count79
latest_release_tagv1.0.2
releases_from_tagsno
days_since_latest_release13
mean_days_between_releases10.5
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?

88Excellent · 17% of overall

Popularity & adoption

94Exceptional
How it's scored
59.8/60Stars — 4,891 stars
23.7/25Forks — 707 forks
10.3/15Watchers — 72 watchers
Inputs used
forks707
stars4,891
watchers72
growth_stateorganic
growth_factor_pct100

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

95Exceptional
How it's scored
75.9/80Monthly downloads — 494,408 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesag2
dependents—
ecosystemspypi
total_downloads—
monthly_downloads494,408
unverified_packages_excluded—
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?

85Excellent · 23% of overall

Maintainer resilience (bus factor)

91Excellent
How it's scored
48.6/54Bus factor — 6 contributor(s) cover half of all commits
19.1/22.5Commit distribution — top contributor authored 15% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Inputs used
bus_factor6
contributors_sampled99
top_contributor_share0.149

Issue & PR responsiveness

85Excellent
How it's scored
41.3/42Issue resolution — 98% of issues closed
23.3/30PR acceptance — 1,685/2,171 decided PRs merged
7.2/13Newcomer PR acceptance — 5/9 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 26/28 approved changesets -- score normalized to 9
Inputs used
merged_prs1,685
open_issues15
closed_issues858
prs_merged_7d8
prs_decided_7d8
prs_merged_30d32
prs_decided_30d51
issue_closed_ratio0.983
closed_unmerged_prs486
first_time_authors_30d9
first_time_prs_merged_30d5
first_time_prs_decided_30d9

Ownership & stewardship

64Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.1/25Owner reach — 457 followers of ag2ai
14.6/25Track record — 32 public repos, account ~1 yr old
Inputs used
followers457
owner_typeOrganization
is_verifiedno
owner_loginag2ai
public_repos32
account_age_days654

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 13 days ago
20/20Version history — 88 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesag2
ecosystemspypi
any_deprecatedno
min_days_since_publish13

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://ag2.ai
10/10Repository description
10/10Topics — 16 topics
0/10Wiki
Inputs used
topicsa2a, agent-framework, llm, python, agentic, ai, llms, mcp, multi-agent, multi-agent-system, genai, agentic-ai, ai-agents-framework, aiagents, open-source, ag2
has_wikino
homepagehttps://ag2.ai
docs_sitehttps://ag2.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

81Excellent · 16% of overall

Security posture

76Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 26/28 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
3/5SAST — SAST tool is not run on all commits -- score normalized to 6
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.6
Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages21
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ag2@1.0.2 runtime dependency closure — what installing the published package pulls in — 21 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.

97Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.ag2.ai/llms.txt)
40/40Legible commit history — 76 of 78 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.ag2.ai/llms.txt
legible_history_share0.974
agent_instruction_filesAGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/CLAUDE.md
agent_instruction_max_bytes15,478

Verify loop (build / test / typecheck)

99Exceptional
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — ag2/py.typed
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 28 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 22 of the last 100 commits are automated dependency updates
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filesjustfile
has_devcontainerno
has_linter_configyes
typecheck_configsag2/py.typed
agent_commit_share0.28
toolchain_manifests—
dependency_bot_commit_share0.22

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (ag2/py.typed)
54.9/55Manageable file sizes — 2/980 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes129,052
source_files_sampled980
oversized_source_files2

Machine-readable interfaces

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

Key facts

4,891GitHub stars
99contributors
693commits, last 12 months
0days since last push
79releases
6bus factor
15open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Star history carried forward from 2026-07-20: GitHub restricted the stargazers API to repository admins, so it can no longer be collected. The repository has 4891 stars today.
  • First-time contributor figures cover 12 of 21 authors (cap 12)
  • pypi download statistics for 'ag2' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download figures for ag2 carried forward from the previous scan (stats endpoint unavailable this scan)

More detail

Star and fork history 4,783 ★ / 707 ⇿
4,783Stars
707Forks
79Releases

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.

Star history is shown as collected on 2026-07-20. GitHub restricted the stargazers API to repository administrators in July 2026, so this series can no longer be extended; the current star total above remains live.

01,0002,0003,0004,0005,0004,783696262024-112025-102026-08
Major 1Minor 10Patch 48

Each point covers 2 days.

OpenSSF Scorecard 7.6 / 10
7.6aggregate

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 · 2026-08-28 07:08 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 26/28 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
6SASTSAST tool is not run on all commits -- score normalized to 6
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
PyPIpydantic>=2.6.1,<3pyproject.toml
PyPIhttpx>=0.28.1,<1pyproject.toml
PyPIanyio>=4.0.0,<5.0.0pyproject.toml
PyPIpyyaml>=6.0.2pyproject.toml
PyPIfast-depends>=3.0.8,<4.0.0pyproject.toml
All dependencies 336

Full resolved dependency set from the GitHub dependency graph: 9 direct and 327 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIpycparser3.0indirect
PyPIpydantic-ai-slim—indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-extra-types2.11.1indirect
PyPIpydantic-settings2.15.0indirect
PyPIpygments2.21.0indirect
PyPIpyjwt2.13.0indirect
PyPIpymdown-extensions11.0.2indirect
PyPIpymongo—indirect
PyPIpytest9.1.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-timeout—indirect
PyPIpytest-timeout2.4.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.3indirect
PyPIpython-engineio4.13.5indirect
PyPIpython-multipart0.0.32indirect
PyPIpython-socketio5.16.4indirect
PyPIpywin32312indirect
PyPIpyyaml-env-tag1.1indirect
PyPIrcslice1.1.0indirect
PyPIredis—indirect
PyPIredis8.1.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIremyxai—indirect
PyPIrequests—indirect
PyPIrequests2.34.2indirect
PyPIrespx—indirect
PyPIrespx0.23.1indirect
PyPIrich15.0.0indirect
PyPIrich-toolkit0.20.3indirect
PyPIrignore0.8.1indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff0.14.14indirect
PyPIruff0.16.4indirect
PyPIs3transfer0.19.2indirect
PyPIselectolax0.4.11indirect
PyPIselenium—indirect
PyPIsentence-transformers—indirect
PyPIsentry-sdk2.68.0indirect
PyPIshellingham1.5.4indirect
PyPIsimple-websocket1.1.0indirect
PyPIsix1.17.0indirect
PyPIslack-sdk—indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsocksio1.0.0indirect
PyPIsse-starlette3.4.8indirect
PyPIstarlette—indirect
PyPIstarlette1.6.0indirect
PyPIsuper-collections0.6.2indirect
PyPItavily-python—indirect
PyPItavily-python0.7.27indirect
PyPItelethon—indirect
PyPItenacity9.1.4indirect
PyPItenki0.5.4indirect
PyPItermcolor3.1.0indirect
PyPItermcolor3.3.0indirect
PyPItextual8.2.8indirect
PyPItiktoken0.14.0indirect
PyPItinyfish—indirect
PyPItinyfish0.5.0indirect
PyPItogether—indirect
PyPItoml0.10.2indirect
PyPItomli2.4.1indirect
PyPItqdm4.70.0indirect
PyPItruststore0.10.4indirect
PyPItyper—indirect
PyPItyper0.27.1indirect
PyPItypes-pyyaml6.0.12.20260815indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIuc-micro-py2.0.0indirect
PyPIurllib32.7.0indirect
PyPIuv0.11.21indirect
PyPIuvicorn0.52.4indirect
PyPIuvloop0.22.1indirect
PyPIwatchdog—indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebdriver-manager4.1.2indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets—indirect
PyPIwebsockets16.1.1indirect
PyPIwikipedia-api—indirect
PyPIwrapt2.3.0indirect
PyPIwsproto1.3.2indirect
PyPIxai-sdk—indirect
PyPIxai-sdk1.19.0indirect
PyPIyarl1.24.5indirect
PyPIyepcode-run—indirect
PyPIzai-sdk—indirect
PyPIzai-sdk0.2.3indirect
PyPIzizmor1.25.2indirect
PyPIzizmor1.29.0indirect
Dependency advisories 0

Installing pypi:ag2@1.0.2 pulls in 21 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.

Raw JSON report machine-readable

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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 v0.34.0 — full methodology · metrics wiki.

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