Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 10:42 UTC

fetchai / uAgents

A fast and lightweight framework for creating decentralized agents with ease.

PythonApache-2.0★ 1,640 stars⑂ 352 forkssince Sep 2022View on GitHub ↗

#agents #ai #ai-agents #llm #multi-agent-systems

fetchai/uAgents holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Vitality (93/100) and lowest on Security (42/100). It was last updated today. 2 contributors account for most of its recent work.

overall / 100

Good

Software health index

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

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

Fetch.AIOrganization

1,526 followers96 public repossince Jul 2018

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	uagents	0.25.3	11,569	70	6 days ago

Metrics by category

Vitality

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

93Excellent · 22% of overall

Development activity

89Excellent

How it's scored

36/36	Push recency — last push 0 days ago
24.9/36	Commit cadence — 36/52 weeks with commits
18/18	Commit volume — 115 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	115
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	36

Release discipline

100Excellent

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 6 days ago
27/27	Release cadence — a release every ~7.1 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	v0.25.3
releases_from_tags	no
days_since_latest_release	6
mean_days_between_releases	7.1

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?

82Good · 18% of overall

Popularity & adoption

81Good

How it's scored

52.1/60	Stars — 1,640 stars
21.2/25	Forks — 352 forks
7.8/15	Watchers — 26 watchers

Inputs used

forks	352
stars	1,640
watchers	26
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

Ecosystem adoption (downloads)

68Moderate

How it's scored

54.2/80	Monthly downloads — 11,569 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	uagents
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	11,569

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?

78Good · 24% of overall

Maintainer resilience (bus factor)

61Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
12.7/22.5	Commit distribution — top contributor authored 44% of commits
13.5/13.5	Contributor breadth — 63 contributors
10/10	OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10

Inputs used

bus_factor	2
contributors_sampled	63
top_contributor_share	0.436

Issue & PR responsiveness

79Good

How it's scored

37.8/46.8	Issue resolution — 81% of issues closed
32.1/38.3	PR acceptance — 580/691 decided PRs merged
9/15	OpenSSF Scorecard: Code-Review — Found 20/30 approved changesets -- score normalized to 6

Inputs used

merged_prs	580
open_issues	26
closed_issues	110
issue_closed_ratio	0.809
closed_unmerged_prs	111

Ownership & stewardship

78Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
22.9/25	Owner reach — 1,526 followers of fetchai
25/25	Track record — 96 public repos, account ~8 yr old

Inputs used

followers	1,526
owner_type	Organization
is_verified	—
owner_login	fetchai
public_repos	96
account_age_days	2,938

Package maintenance

100Excellent

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 6 days ago
20/20	Version history — 70 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	uagents
ecosystems	pypi
any_deprecated	no
min_days_since_publish	6

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall

Engineering practices

94Excellent

How it's scored

24/24	CI workflows — 4 workflow(s)
24/24	Tests present
16/16	Linter config
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 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	yes
has_precommit_config	yes

Documentation

50Moderate

How it's scored

30/30	README
0/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
10/10	Topics — 5 topics
0/10	Wiki

Inputs used

topics	agents, ai, ai-agents, llm, multi-agent-systems
has_wiki	no
homepage	—
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?

42At risk · 16% of overall

Security posture

38At risk

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2.5/2.5	CI-Tests — 30 out of 30 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
4.5/7.5	Code-Review — Found 20/30 approved changesets -- score normalized to 6
2.5/2.5	Contributors — project has 3 contributing companies or organizations -- score normalized to 10
0/10	Dangerous-Workflow — 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 — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
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
5/5	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 — 119 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	15
scorecard_version	v5.5.0
checks_inconclusive	3
scorecard_aggregate	3.8

Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.

Dependency advisories

56Moderate

How it's scored

9.5/35	Direct dependencies free of known advisories — 1 affected: aiohttp 3.13.3 (critical 9.1)
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.6/40	No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 112 days ago

Inputs used

source	osv
advisories	250
affected_packages	40
assessed_packages	280
unassessed_packages	2
affected_by_severity	critical 7, high 9, moderate 6, low 1, unknown 17
direct_affected_packages	1

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 280 resolved dependencies against OSV. 2 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

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.

57Moderate · 0% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — python/docs/api/uagents/agent.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
legible_history_share	1
agent_instruction_files	python/docs/api/uagents/agent.md
agent_instruction_max_bytes	20,776

Verify loop (build / test / typecheck)

43At risk

How it's scored

0/18	One-command bootstrap
22/22	Automated tests
11/11	Lint / format config
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
0/8	Automated maintenance — no automated dependency updates observed
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	poetry.lock, uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	—
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

54Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
54.5/55	Manageable file sizes — 1/120 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	69,221
source_files_sampled	120
oversized_source_files	1

Machine-readable interfaces

40At risk

How it's scored

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

Inputs used

example_dirs	examples
has_mcp_signal	no
api_schema_files	—

Key facts

1,640GitHub stars

63contributors

115commits, last 12 months

0days since last push

100releases

2bus factor

26open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:uagents@0.25.3; advisories assessed against the repository dependency graph instead
Advisory severity resolved for 120 of 217 advisories (lookup cap); the remainder are reported as unknown severity

More detail

Star and fork history 0 ★ / 352 ⇿

0Stars

352Forks

98Releases

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.

Major 0Minor 18Patch 38

Each point covers 4 days.

OpenSSF Scorecard 3.8 / 10

3.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-23 10:41 UTC

10	Binary-Artifacts	no binaries found in the repo
n/a	Branch-Protection	internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10	CI-Tests	30 out of 30 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
6	Code-Review	Found 20/30 approved changesets -- score normalized to 6
10	Contributors	project has 3 contributing companies or organizations -- score normalized to 10
0	Dangerous-Workflow	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	23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not 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
10	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	119 existing vulnerabilities detected

Direct dependencies 5

Registry	Package	Version constraint	Manifest
PyPI	uagents-core	`(>=0.4.8)`	python/pyproject.toml
PyPI	pydantic	`(>=2.8,<3.0)`	python/pyproject.toml
PyPI	uvicorn	`(>=0.30.1,<1.0)`	python/pyproject.toml
PyPI	aiohttp	`(>=3.8.3,<4.0)`	python/pyproject.toml
PyPI	cosmpy	`(>=0.12.1)`	python/pyproject.toml

All dependencies 282

Full resolved dependency set from the GitHub dependency graph: 9 direct and 273 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiohttp	`3.13.3`	direct
PyPI	cosmpy	`0.11.2`	direct
PyPI	cosmpy	`0.12.1`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	uagents-core	`0.4.4`	direct
PyPI	uagents-core	`0.4.7`	direct
PyPI	uagents-core	`0.4.8`	direct
PyPI	uvicorn	`0.42.0`	direct
PyPI	a2a-sdk	`—`	indirect
PyPI	a2a-sdk	`0.3.20`	indirect
PyPI	a2a-sdk	`0.3.25`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiomysql	`0.3.2`	indirect
PyPI	aioresponses	`0.7.8`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	aiosqlite	`0.22.1`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.12.0`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	appdirs	`1.4.4`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-timeout	`4.0.3`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	asyncpg	`0.31.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	bcrypt	`5.0.0`	indirect
PyPI	bech32	`1.2.0`	indirect
PyPI	black	`23.12.1`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	build	`1.4.2`	indirect
PyPI	cachetools	`6.2.2`	indirect
PyPI	certifi	`2024.12.14`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	certifi	`2026.4.22`	indirect
PyPI	cffi	`1.17.1`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	charset-normalizer	`3.4.0`	indirect
PyPI	charset-normalizer	`3.4.6`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	chromadb	`1.1.1`	indirect
PyPI	click	`8.0.4`	indirect
PyPI	click	`8.3.1`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coverage	`7.13.5`	indirect
PyPI	crewai	`0.203.1`	indirect
PyPI	cryptography	`46.0.6`	indirect
PyPI	databind	`4.5.3`	indirect
PyPI	databind-core	`4.5.3`	indirect
PyPI	databind-json	`4.5.3`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	deprecated	`1.3.1`	indirect
PyPI	diskcache	`5.6.3`	indirect
PyPI	distlib	`0.3.9`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docspec	`2.2.2`	indirect
PyPI	docspec-python	`2.2.1`	indirect
PyPI	docstring-parser	`0.11`	indirect
PyPI	docstring-parser	`0.17.0`	indirect
PyPI	durationpy	`0.10`	indirect
PyPI	ecdsa	`0.19.0`	indirect
PyPI	ecdsa	`0.19.2`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastapi	`0.135.2`	indirect
PyPI	fastuuid	`0.14.0`	indirect
PyPI	filelock	`3.16.1`	indirect
PyPI	filelock	`3.25.2`	indirect
PyPI	filelock	`3.29.0`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2026.2.0`	indirect
PyPI	google-api-core	`2.25.2`	indirect
PyPI	google-api-core	`2.28.1`	indirect
PyPI	google-auth	`2.43.0`	indirect
PyPI	google-auth	`2.49.1`	indirect
PyPI	google-cloud-aiplatform	`1.143.0`	indirect
PyPI	google-cloud-bigquery	`3.40.1`	indirect
PyPI	google-cloud-core	`2.5.0`	indirect
PyPI	google-cloud-resource-manager	`1.16.0`	indirect
PyPI	google-cloud-storage	`3.4.1`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-genai	`1.68.0`	indirect
PyPI	google-resumable-media	`2.8.0`	indirect
PyPI	googleapis-common-protos	`1.72.0`	indirect
PyPI	googleapis-common-protos	`1.73.0`	indirect
PyPI	greenlet	`3.3.2`	indirect
PyPI	grpc-google-iam-v1	`0.14.3`	indirect
PyPI	grpcio	`1.78.0`	indirect
PyPI	grpcio-reflection	`1.71.2`	indirect
PyPI	grpcio-status	`1.71.2`	indirect
PyPI	grpcio-tools	`1.71.2`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatchling	`—`	indirect
PyPI	hf-xet	`1.4.2`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httptools	`0.7.1`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	huggingface-hub	`1.8.0`	indirect
PyPI	identify	`2.6.18`	indirect
PyPI	identify	`2.6.19`	indirect
PyPI	identify	`2.6.3`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.11`	indirect
PyPI	idna	`3.14`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	importlib-resources	`6.5.2`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	instructor	`1.14.5`	indirect
PyPI	ipython	`8.38.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.11.1`	indirect
PyPI	jiter	`0.13.0`	indirect
PyPI	json-repair	`0.25.2`	indirect
PyPI	json5	`0.13.0`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpickle	`4.1.1`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonref	`1.1.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	kubernetes	`35.0.0`	indirect
PyPI	langchain	`0.3.28`	indirect
PyPI	langchain-core	`0.3.83`	indirect
PyPI	langchain-openai	`0.3.35`	indirect
PyPI	langchain-text-splitters	`0.3.11`	indirect
PyPI	langsmith	`0.7.22`	indirect
PyPI	litellm	`1.74.9`	indirect
PyPI	litellm	`1.82.6`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	mcp	`1.26.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	nr-date	`2.1.0`	indirect
PyPI	nr-stream	`1.1.5`	indirect
PyPI	nr-util	`0.8.12`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	onnxruntime	`1.24.3`	indirect
PyPI	openai	`2.30.0`	indirect
PyPI	openpyxl	`3.1.5`	indirect
PyPI	opentelemetry-api	`1.40.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.40.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.40.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.40.0`	indirect
PyPI	opentelemetry-proto	`1.40.0`	indirect
PyPI	opentelemetry-sdk	`1.40.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.61b0`	indirect
PyPI	orjson	`3.11.7`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	packaging	`26.0`	indirect
PyPI	parso	`0.8.6`	indirect
PyPI	pathspec	`1.0.4`	indirect
PyPI	pdfminer-six	`20251230`	indirect
PyPI	pdfplumber	`0.11.9`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.1.1`	indirect
PyPI	platformdirs	`4.3.6`	indirect
PyPI	platformdirs	`4.9.4`	indirect
PyPI	platformdirs	`4.9.6`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	portalocker	`2.7.0`	indirect
PyPI	posthog	`5.4.0`	indirect
PyPI	pre-commit	`4.1.0`	indirect
PyPI	pre-commit	`4.5.1`	indirect
PyPI	pre-commit	`4.6.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.26.1`	indirect
PyPI	proto-plus	`1.27.1`	indirect
PyPI	protobuf	`5.29.6`	indirect
PyPI	protobuf	`6.33.2`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyasn1	`0.6.1`	indirect
PyPI	pyasn1	`0.6.3`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pybase64	`1.4.3`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodome	`3.23.0`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-settings	`2.13.1`	indirect
PyPI	pydoc-markdown	`4.8.2`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pyjwt	`2.12.1`	indirect
PyPI	pymysql	`1.1.2`	indirect
PyPI	pynacl	`1.6.0`	indirect
PyPI	pypdfium2	`5.6.0`	indirect
PyPI	pypika	`0.51.1`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest-asyncio	`0.25.3`	indirect
PyPI	pytest-order	`1.3.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.2.0`	indirect
PyPI	python-discovery	`1.3.0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-multipart	`0.0.22`	indirect
PyPI	pyvis	`0.3.2`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pyyaml	`6.0.2`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.2.28`	indirect
PyPI	requests	`2.32.3`	indirect
PyPI	requests	`2.33.0`	indirect
PyPI	requests	`2.34.0`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rich	`14.3.3`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruff	`0.11.0`	indirect
PyPI	ruff	`0.11.13`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	setuptools	`82.0.1`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	sqlalchemy	`2.0.48`	indirect
PyPI	sse-starlette	`3.3.3`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`1.0.0`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	tiktoken	`0.12.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tomli-w	`1.2.0`	indirect
PyPI	tqdm	`4.67.3`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	typeapi	`2.3.0`	indirect
PyPI	typer	`0.23.1`	indirect
PyPI	typer	`0.24.1`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	uagents	`0.19.0`	indirect
PyPI	uagents	`0.24.0`	indirect
PyPI	uagents	`0.25.3`	indirect
PyPI	uagents-adapter	`0.6.2`	indirect
PyPI	uagents-ai-engine	`0.10.0`	indirect
PyPI	urllib3	`2.3.0`	indirect
PyPI	urllib3	`2.6.3`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uuid-utils	`0.14.1`	indirect
PyPI	uv	`0.11.1`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	virtualenv	`20.28.0`	indirect
PyPI	virtualenv	`21.2.0`	indirect
PyPI	virtualenv	`21.3.1`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	wcwidth	`0.6.0`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`16.0`	indirect
PyPI	wrapt	`2.1.2`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yapf	`0.43.0`	indirect
PyPI	yarl	`1.23.0`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 40

This repository publishes no package the index resolves, so its own dependency graph was assessed — 280 packages, which also include development and test pins that never ship: 40 carry known advisories, of which 1 are direct. 2 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
aiohttp	`3.13.3`	direct	critical	42	`3.14.1`
black	`23.12.1`	indirect	critical	5	`26.3.1`
chromadb	`1.1.1`	indirect	critical	2	—
cryptography	`46.0.6`	indirect	critical	3	`48.0.1`
litellm	`1.74.9`	indirect	critical	17	`1.84.0`
litellm	`1.82.6`	indirect	critical	22	`1.84.0`
pillow	`12.1.1`	indirect	critical	32	`12.3.0`
click	`8.0.4`	indirect	high	1	`8.3.3`
click	`8.3.1`	indirect	high	1	`8.3.3`
ecdsa	`0.19.0`	indirect	high	4	`0.19.2`
ecdsa	`0.19.2`	indirect	high	2	—
json-repair	`0.25.2`	indirect	high	1	`0.60.1`
langchain	`0.3.28`	indirect	high	4	`1.4.6`
langchain-core	`0.3.83`	indirect	high	8	`1.3.3`
langsmith	`0.7.22`	indirect	high	5	`1.0.7`
mcp	`1.26.0`	indirect	high	3	`1.28.1`
diskcache	`5.6.3`	indirect	moderate	2	—
filelock	`3.16.1`	indirect	moderate	4	`3.20.3`
idna	`3.10`	indirect	moderate	2	`3.15`
idna	`3.11`	indirect	moderate	2	`3.15`
idna	`3.14`	indirect	moderate	2	`3.15`
langchain-text-splitters	`0.3.11`	indirect	moderate	2	`1.1.2`
langchain-openai	`0.3.35`	indirect	low	2	`1.1.14`
protobuf	`6.33.2`	indirect	unknown	2	—
pyasn1	`0.6.1`	indirect	unknown	9	—
pyasn1	`0.6.3`	indirect	unknown	5	—
pydantic-settings	`2.13.1`	indirect	unknown	1	—
pygments	`2.19.2`	indirect	unknown	2	—
pyjwt	`2.12.1`	indirect	unknown	9	—
pynacl	`1.6.0`	indirect	unknown	2	—
pytest	`8.4.2`	indirect	unknown	2	—
python-multipart	`0.0.22`	indirect	unknown	12	—
requests	`2.32.3`	indirect	unknown	4	—
setuptools	`81.0.0`	indirect	unknown	2	—
setuptools	`82.0.1`	indirect	unknown	2	—
starlette	`1.0.0`	indirect	unknown	10	—
urllib3	`2.3.0`	indirect	unknown	12	—
urllib3	`2.6.3`	indirect	unknown	4	—
uv	`0.11.1`	indirect	unknown	2	—
virtualenv	`20.28.0`	indirect	unknown	2	—

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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                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "63 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 63
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "merged_prs": 580,
              "open_issues": 26,
              "closed_issues": 110,
              "issue_closed_ratio": 0.809,
              "closed_unmerged_prs": 111
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "81% of issues closed",
                "points": 37.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 81
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "580/691 decided PRs merged",
                "points": 32.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 580,
                      "decided": 691
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 20/30 approved changesets -- score normalized to 6",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1526,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "fetchai",
              "public_repos": 96,
              "account_age_days": 2938
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,526 followers of fetchai",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1526,
                      "login": "fetchai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "96 public repos, account ~8 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 96
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "uagents"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "70 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "agents",
                "ai",
                "ai-agents",
                "llm",
                "multi-agent-systems"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 3.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 20/30 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "23 commit(s) and 0 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 detected",
                "points": 5,
                "status": "met",
                "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": "119 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 280 resolved dependencies against OSV; 2 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 280
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 2
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "osv",
              "advisories": 250,
              "affected_packages": 40,
              "assessed_packages": 280,
              "unassessed_packages": 2,
              "affected_by_severity": "critical 7, high 9, moderate 6, low 1, unknown 17",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: aiohttp 3.13.3 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "aiohttp 3.13.3 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 112 days ago",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 112
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 280,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 3
            },
            "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": 57,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "python/docs/api/uagents/agent.md"
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              "agent_instruction_max_bytes": 20776
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "python/docs/api/uagents/agent.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/docs/api/uagents/agent.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
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                "points": 11,
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              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "reproducible_environment",
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                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
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                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "points": 0,
                "status": "missed",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
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                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
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                  }
                ],
                "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",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 69221,
              "source_files_sampled": 120,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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                "detail": "1/120 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
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                      "kb": 60,
                      "sampled": 120,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
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            "notes": [],
            "value": 40,
            "inputs": {
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                "examples"
              ],
              "has_mcp_signal": false,
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            },
            "components": [
              {
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "runnable_examples",
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                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
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                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:uagents@0.25.3; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 217 advisories (lookup cap); the remainder are reported as unknown severity"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T10:42:19.799259Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fetchai/uAgents.svg",
  "full_name": "fetchai/uAgents",
  "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 v0.27.0 — full methodology · metrics wiki.

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

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