Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 23:09 UTC
agno-agi / agno
Build, run, and manage agent platforms.
agno-agi/agno holds a health index of 78 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.
78
overall / 100Software 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.
78
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)
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
AgnoOrganization
1,786 followers50 public repossince May 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 2,013 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 | 2,013 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~1.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v2.7.4 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.2 |
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?
95
Popularity & adoption
98Excellent
How it's scored
| 60/60 | Stars — 41,210 stars |
| 25/25 | Forks — 5,646 forks |
| 13.2/15 | Watchers — 236 watchers |
Inputs used
| forks | 5,646 |
| stars | 41,210 |
| watchers | 236 |
| 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 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
70
Maintainer resilience (bus factor)
61Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 12.3/22.5 | Commit distribution — top contributor authored 45% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 32 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.453 |
How it's scored
| 37.8/46.8 | Issue resolution — 81% of issues closed |
| 27/38.3 | PR acceptance — 3,482/4,939 decided PRs merged |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
Inputs used
| merged_prs | 3,482 |
| open_issues | 497 |
| closed_issues | 2,091 |
| issue_closed_ratio | 0.808 |
| closed_unmerged_prs | 1,457 |
Ownership & stewardship
74Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 23.4/25 | Owner reach — 1,786 followers of agno-agi |
| 20.8/25 | Track record — 50 public repos, account ~4 yr old |
Inputs used
| followers | 1,786 |
| owner_type | Organization |
| is_verified | — |
| owner_login | agno-agi |
| public_repos | 50 |
| account_age_days | 1,535 |
Engineering Quality
Are baseline engineering and documentation practices in place?
73
Engineering practices
72Good
How it's scored
| 24/24 | CI workflows — 7 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docs.agno.com |
| 10/10 | Repository description |
| 10/10 | Topics — 5 topics |
| 10/10 | Wiki |
Inputs used
| topics | developer-tools, python, agents, ai, ai-agents |
| has_wiki | yes |
| homepage | https://docs.agno.com |
| 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?
48
Security posture
48At risk
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 |
| 2.2/2.5 | CI-Tests — 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 32 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no 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 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 99 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.8 |
Excluded from scoring (no data or not applicable): 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.
64
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — .cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | .cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md |
| agent_instruction_max_bytes | 7,145 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
52Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed |
| 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.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed) |
| 54.2/55 | Manageable file sizes — 63/4,214 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 526,038 |
| source_files_sampled | 4,214 |
| oversized_source_files | 63 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — cookbook, examples |
Inputs used
| example_dirs | cookbook, examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
41,210GitHub stars
100contributors
2,013commits, last 12 months
0days since last push
100releases
2bus factor
497open issues
—package ecosystems
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 25/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 32 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no 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 |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 99 existing vulnerabilities detected |
All dependencies 417
Full resolved dependency set from the GitHub dependency graph: 0 direct and 417 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | a2a-sdk | — | indirect |
| PyPI | ag-ui-protocol | — | indirect |
| PyPI | agno | — | indirect |
| PyPI | agno | 2.0.4 | indirect |
| PyPI | agno | 2.3.24 | indirect |
| PyPI | agno | 2.5.3 | indirect |
| PyPI | agno | 2.6.12 | indirect |
| PyPI | agno | 2.6.7 | indirect |
| PyPI | agno | 2.6.9 | indirect |
| PyPI | agnoctl | — | indirect |
| PyPI | agnoctl | 0.1.0a4 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | — | indirect |
| PyPI | aiohttp | 3.12.15 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anthropic | 0.75.0 | indirect |
| PyPI | anyio | 4.10.0 | indirect |
| PyPI | anyio | 4.12.1 | indirect |
| PyPI | anyio | 4.13.0 | indirect |
| PyPI | anyio | 4.14.1 | indirect |
| PyPI | anyio | 4.9.0 | indirect |
| PyPI | attrs | 25.3.0 | indirect |
| PyPI | attrs | 25.4.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | backoff | 2.2.1 | indirect |
| PyPI | bcrypt | 5.0.0 | indirect |
| PyPI | beautifulsoup4 | 4.14.3 | indirect |
| PyPI | build | 1.4.0 | indirect |
| PyPI | build | 1.5.0 | indirect |
| PyPI | cachetools | 5.5.2 | indirect |
| PyPI | certifi | 2025.7.14 | indirect |
| PyPI | certifi | 2025.8.3 | indirect |
| PyPI | certifi | 2026.1.4 | indirect |
| PyPI | certifi | 2026.4.22 | indirect |
| PyPI | certifi | 2026.5.20 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.2 | indirect |
| PyPI | charset-normalizer | 3.4.4 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | chonkie | — | indirect |
| PyPI | chromadb | — | indirect |
| PyPI | chromadb | 1.4.0 | indirect |
| PyPI | chromadb | 1.5.1 | indirect |
| PyPI | chromadb | 1.5.9 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | click | 8.2.1 | indirect |
| PyPI | click | 8.3.1 | indirect |
| PyPI | click | 8.4.0 | indirect |
| PyPI | click | 8.4.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coloredlogs | 15.0.1 | indirect |
| PyPI | crawl4ai | — | indirect |
| PyPI | croniter | — | indirect |
| PyPI | croniter | 6.2.2 | indirect |
| PyPI | cryptography | — | indirect |
| PyPI | cryptography | 46.0.3 | indirect |
| PyPI | cryptography | 48.0.0 | indirect |
| PyPI | curl-cffi | 0.15.0 | indirect |
| PyPI | deprecated | 1.2.18 | indirect |
| PyPI | detect-installer | 0.1.0 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docstring-parser | — | indirect |
| PyPI | docstring-parser | 0.17.0 | indirect |
| PyPI | docstring-parser | 0.18.0 | indirect |
| PyPI | duckduckgo-search | — | indirect |
| PyPI | durationpy | 0.10 | indirect |
| PyPI | email-validator | 2.3.0 | indirect |
| PyPI | exa-py | — | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | fastapi | 0.116.1 | indirect |
| PyPI | fastapi | 0.128.0 | indirect |
| PyPI | fastapi | 0.129.0 | indirect |
| PyPI | fastapi | 0.136.1 | indirect |
| PyPI | fastapi | 0.136.3 | indirect |
| PyPI | fastapi-cli | 0.0.20 | indirect |
| PyPI | fastapi-cli | 0.0.23 | indirect |
| PyPI | fastapi-cli | 0.0.24 | indirect |
| PyPI | fastapi-cloud-cli | 0.13.0 | indirect |
| PyPI | fastapi-cloud-cli | 0.17.1 | indirect |
| PyPI | fastapi-cloud-cli | 0.18.0 | indirect |
| PyPI | fastapi-cloud-cli | 0.19.0 | indirect |
| PyPI | fastapi-cloud-cli | 0.9.0 | indirect |
| PyPI | fastar | 0.11.0 | indirect |
| PyPI | fastar | 0.8.0 | indirect |
| PyPI | fastmcp | — | indirect |
| PyPI | filelock | 3.20.3 | indirect |
| PyPI | filelock | 3.24.3 | indirect |
| PyPI | filelock | 3.29.0 | indirect |
| PyPI | firecrawl-py | 3.4.0 | indirect |
| PyPI | flatbuffers | 25.12.19 | indirect |
| PyPI | frozendict | 2.4.7 | indirect |
| PyPI | frozenlist | 1.7.0 | indirect |
| PyPI | fsspec | 2026.1.0 | indirect |
| PyPI | fsspec | 2026.2.0 | indirect |
| PyPI | fsspec | 2026.4.0 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | — | indirect |
| PyPI | gitpython | 3.1.45 | indirect |
| PyPI | gitpython | 3.1.46 | indirect |
| PyPI | gitpython | 3.1.50 | indirect |
| PyPI | google-auth | 2.40.3 | indirect |
| PyPI | google-auth | 2.47.0 | indirect |
| PyPI | google-auth | 2.53.0 | indirect |
| PyPI | google-genai | — | indirect |
| PyPI | google-genai | 1.57.0 | indirect |
| PyPI | google-genai | 2.4.0 | indirect |
| PyPI | google-genai | 2.7.0 | indirect |
| PyPI | google-genai | 2.8.0 | indirect |
| PyPI | googleapis-common-protos | 1.72.0 | indirect |
| PyPI | googleapis-common-protos | 1.75.0 | indirect |
| PyPI | greenlet | 3.2.4 | indirect |
| PyPI | grpcio | — | indirect |
| PyPI | grpcio | 1.76.0 | indirect |
| PyPI | grpcio | 1.78.1 | indirect |
| PyPI | grpcio | 1.80.0 | indirect |
| PyPI | h11 | — | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.3.0 | indirect |
| PyPI | hf-xet | 1.2.0 | indirect |
| PyPI | hf-xet | 1.5.0 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | hpack | 4.2.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.7.1 | indirect |
| PyPI | httptools | 0.8.0 | indirect |
| PyPI | httpx | — | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.1 | indirect |
| PyPI | httpx-sse | 0.4.3 | indirect |
| PyPI | huggingface-hub | 1.15.0 | indirect |
| PyPI | huggingface-hub | 1.3.1 | indirect |
| PyPI | huggingface-hub | 1.4.1 | indirect |
| PyPI | humanfriendly | 10.0 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | idna | 3.11 | indirect |
| PyPI | idna | 3.15 | indirect |
| PyPI | idna | 3.17 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 8.7.1 | indirect |
| PyPI | importlib-resources | 6.5.2 | indirect |
| PyPI | importlib-resources | 7.1.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.10.0 | indirect |
| PyPI | jiter | 0.12.0 | indirect |
| PyPI | jiter | 0.13.0 | indirect |
| PyPI | jiter | 0.15.0 | indirect |
| PyPI | jsonpatch | — | indirect |
| PyPI | jsonschema | 4.25.0 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.4.1 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | kubernetes | 34.1.0 | indirect |
| PyPI | kubernetes | 35.0.0 | indirect |
| PyPI | lancedb | — | indirect |
| PyPI | litellm | — | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.0.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mcp | — | indirect |
| PyPI | mcp | 1.12.2 | indirect |
| PyPI | mcp | 1.25.0 | indirect |
| PyPI | mcp | 1.27.1 | indirect |
| PyPI | mcp | 1.27.2 | indirect |
| PyPI | mcp-toolbox-demo | 0.1.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | memori | — | indirect |
| PyPI | mmh3 | 5.2.0 | indirect |
| PyPI | mmh3 | 5.2.1 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | multidict | 6.6.3 | indirect |
| PyPI | multitasking | 0.0.13 | indirect |
| PyPI | mypy | 1.18.2 | indirect |
| PyPI | mypy | 2.1.0 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | notion-client | 3.1.0 | indirect |
| PyPI | numpy | 2.4.1 | indirect |
| PyPI | numpy | 2.4.2 | indirect |
| PyPI | numpy | 2.4.6 | indirect |
| PyPI | oauthlib | 3.3.1 | indirect |
| PyPI | onnxruntime | 1.23.2 | indirect |
| PyPI | onnxruntime | 1.24.2 | indirect |
| PyPI | onnxruntime | 1.26.0 | indirect |
| PyPI | openai | — | indirect |
| PyPI | openai | 1.97.1 | indirect |
| PyPI | openai | 2.15.0 | indirect |
| PyPI | openai | 2.21.0 | indirect |
| PyPI | openai | 2.41.0 | indirect |
| PyPI | openinference-instrumentation | 0.1.42 | indirect |
| PyPI | openinference-instrumentation | 0.1.51 | indirect |
| PyPI | openinference-instrumentation | 0.1.52 | indirect |
| PyPI | openinference-instrumentation | 0.1.53 | indirect |
| PyPI | openinference-instrumentation-agno | 0.1.25 | indirect |
| PyPI | openinference-instrumentation-agno | 0.1.34 | indirect |
| PyPI | openinference-instrumentation-agno | 0.1.35 | indirect |
| PyPI | openinference-semantic-conventions | 0.1.25 | indirect |
| PyPI | openinference-semantic-conventions | 0.1.29 | indirect |
| PyPI | openinference-semantic-conventions | 0.1.30 | indirect |
| PyPI | opentelemetry-api | 1.39.1 | indirect |
| PyPI | opentelemetry-api | 1.42.0 | indirect |
| PyPI | opentelemetry-api | 1.42.1 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.0 | indirect |
| PyPI | opentelemetry-instrumentation | 0.60b1 | indirect |
| PyPI | opentelemetry-instrumentation | 0.63b0 | indirect |
| PyPI | opentelemetry-instrumentation | 0.63b1 | indirect |
| PyPI | opentelemetry-proto | 1.39.1 | indirect |
| PyPI | opentelemetry-proto | 1.42.0 | indirect |
| PyPI | opentelemetry-sdk | 1.39.1 | indirect |
| PyPI | opentelemetry-sdk | 1.42.0 | indirect |
| PyPI | opentelemetry-sdk | 1.42.1 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.63b0 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | indirect |
| PyPI | orjson | 3.11.5 | indirect |
| PyPI | orjson | 3.11.7 | indirect |
| PyPI | orjson | 3.11.9 | indirect |
| PyPI | overrides | 7.7.0 | indirect |
| PyPI | packaging | — | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | packaging | 26.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pandas | 3.0.3 | indirect |
| PyPI | parallel-web | — | indirect |
| PyPI | peewee | 4.0.5 | indirect |
| PyPI | pgvector | 0.4.2 | indirect |
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"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": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 27 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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 25/30 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 32 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"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 1 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"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": "99 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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"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": "moderate",
"name": "AI Readiness",
"value": 64,
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".cursorrules",
"AGENTS.md",
"CLAUDE.md",
"cookbook/03_teams/20_human_in_the_loop/CLAUDE.md",
"cookbook/05_agent_os/scheduler/CLAUDE.md",
"cookbook/frameworks/antigravity/example_agent/AGENTS.md"
],
"agent_instruction_max_bytes": 7145
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md"
}
}
],
"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": "moderate",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"cookbook/mypy.ini",
"libs/agno/agno/py.typed",
"libs/agno_infra/agno/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
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"largest_source_bytes": 526038,
"source_files_sampled": 4214,
"oversized_source_files": 63
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "63/4214 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 4214,
"oversized": 63
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"cookbook",
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "cookbook, examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "cookbook, examples"
}
}
],
"max_points": 40
}
]
}
],
"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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T23:09:46.969277Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/agno-agi/agno.svg",
"full_name": "agno-agi/agno",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.