Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 02:50 UTC

pipecat-ai / pipecat

Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community.

PythonBSD-2-Clause★ 15,569 stars⑂ 2,692 forkssince Dec 2023View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#ai#real-time#voice#voice-assistant#chatbot-framework#chatbots

pipecat-ai/pipecat holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (66/100). It was last updated today. 2 contributors account for most of its recent work.

98
overall / 100
Exceptional

Software health index

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

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

Score profile

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

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

Ownership

PipecatOrganization
742 followers62 public repossince May 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpipecat-ai1.10.01,154,6681134 days agowebrtcaudiovideoai

Metrics by category

Vitality

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

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 7,449 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year7,449
human_commit_share0.88
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~13.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv1.10.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases13.2
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?

90Excellent · 17% of overall

Popularity & adoption

96Exceptional
How it's scored
60/60Stars — 15,569 stars
25/25Forks — 2,692 forks
10.7/15Watchers — 86 watchers
Inputs used
forks2,692
stars15,569
watchers86
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-2-Clause)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 1,154,668 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespipecat-ai
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,154,668
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

77Good · 23% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.3/22.5Commit distribution — top contributor authored 32% of commits
13.5/13.5Contributor breadth — 97 contributors
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled97
top_contributor_share0.321

Issue & PR responsiveness

85Excellent
How it's scored
38.6/42Issue resolution — 92% of issues closed
24/30PR acceptance — 3,377/4,223 decided PRs merged
7.2/13Newcomer PR acceptance — 5/9 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs3,377
open_issues107
closed_issues1,232
prs_merged_7d15
prs_decided_7d23
prs_merged_30d15
prs_decided_30d23
issue_closed_ratio0.92
closed_unmerged_prs846
first_time_authors_30d8
first_time_prs_merged_30d5
first_time_prs_decided_30d9

Ownership & stewardship

68Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20.6/25Owner reach — 742 followers of pipecat-ai
17.7/25Track record — 62 public repos, account ~2 yr old
Inputs used
followers742
owner_typeOrganization
is_verifiedno
owner_loginpipecat-ai
public_repos62
account_age_days856

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 4 days ago
20/20Version history — 113 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespipecat-ai
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 12 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, eslint.config.mjs, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://pipecat.ai
10/10Repository description
10/10Topics — 6 topics
0/10Wiki
Inputs used
topicsai, real-time, voice, voice-assistant, chatbot-framework, chatbots
has_wikino
homepagehttps://pipecat.ai
docs_sitehttps://pipecat.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

66Good · 16% of overall

Security posture

63Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 13 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.3
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

80Excellent
How it's scored
15.4/35Direct dependencies free of known advisories — 1 affected: nltk 3.10.3 (high 7.0)
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages55
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages1
Matched the pypi:pipecat-ai@1.10.0 runtime dependency closure — what installing the published package pulls in — 55 packages. Reachability is not analyzed.

AI Readiness

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

90Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, src/pipecat/cli/agent_templates/AGENTS.md, src/pipecat/cli/agent_templates/CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.pipecat.ai/llms.txt)
40/40Legible commit history — 78 of 88 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.pipecat.ai/llms.txt
legible_history_share0.886
agent_instruction_filesAGENTS.md, CLAUDE.md, src/pipecat/cli/agent_templates/AGENTS.md, src/pipecat/cli/agent_templates/CLAUDE.md
agent_instruction_max_bytes35,034

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — docs/api/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, eslint.config.mjs, pyproject.toml ([tool.ruff])
11/11Static type checking — pyrightconfig.json, src/pipecat/cli/templates/client/react-nextjs/tsconfig.json, src/pipecat/cli/templates/client/react-vite/tsconfig.json, src/pipecat/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 14 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/api/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configspyrightconfig.json, src/pipecat/cli/templates/client/react-nextjs/tsconfig.json, src/pipecat/cli/templates/client/react-vite/tsconfig.json, src/pipecat/py.typed
agent_commit_share0.14
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (pyrightconfig.json, src/pipecat/cli/templates/client/react-nextjs/tsconfig.json, src/pipecat/cli/templates/client/react-vite/tsconfig.json, src/pipecat/py.typed)
53.9/55Manageable file sizes — 28/1,369 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes156,254
source_files_sampled1,369
oversized_source_files28

Machine-readable interfaces

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

Key facts

15,569GitHub stars
97contributors
7,449commits, last 12 months
0days since last push
100releases
2bus factor
107open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 2,692 ⇿
0Stars
2,692Forks
20Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

1,5001,7502,0002,2502,5002,7502,692222026-022026-052026-09
Major 1Minor 10Patch 9
OpenSSF Scorecard 6.3 / 10
6.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-16 02:49 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 13 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 25
RegistryPackageVersion constraintManifest
PyPIaiofiles>=24.1.0,<27pyproject.toml
PyPIaiohttp>=3.11.12,<4pyproject.toml
PyPIaudioop-lts~=0.2.1pyproject.toml
PyPIdocstring_parser>=0.16,<1pyproject.toml
PyPIloguru~=0.7.3pyproject.toml
PyPIloudness>=0.2.0,<1pyproject.toml
PyPIMarkdown>=3.7,<4pyproject.toml
PyPInltk>=3.10.0,<4pyproject.toml
PyPInumpy>=1.26.4,<3pyproject.toml
PyPIPillow>=11.1.0,<13pyproject.toml
PyPIprotobuf>=5.29.6,<7pyproject.toml
PyPIpydantic>=2.10.6,<3pyproject.toml
PyPIpydantic>=2.13pyproject.toml
PyPIpython-dotenv>=1.0.0,<2.0.0pyproject.toml
PyPIresampy~=0.4.3pyproject.toml
PyPIsoundfile~=0.13.1pyproject.toml
PyPIsoxr~=1.0.0pyproject.toml
PyPIopenai>=1.74.0,<4pyproject.toml
PyPItyping_extensions>=4.9pyproject.toml
PyPInumba>=0.61.2,<1pyproject.toml
PyPIwait_for2>=0.4.1,<1pyproject.toml
PyPIwebsockets>=13.1pyproject.toml
PyPIpyyaml>=6,<7pyproject.toml
PyPInum2words>=0.5.14pyproject.toml
PyPIonnxruntime~=1.24.3pyproject.toml
All dependencies 458

Full resolved dependency set from the GitHub dependency graph: 26 direct and 432 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiofiles25.1.0direct
PyPIaiohttp3.14.3direct
PyPIaudioop-lts0.2.2direct
PyPIdocstring-parser0.18.0direct
PyPIloguru0.7.3direct
PyPIloudness0.2.0direct
PyPImarkdown3.10.3direct
PyPInltk3.10.3direct
PyPInum2words0.5.14direct
PyPInumba0.67.0direct
PyPInumpy2.4.6direct
PyPInumpy2.5.2direct
PyPIonnxruntime1.24.4direct
PyPIopenai3.7.0direct
PyPIpillow12.3.0direct
PyPIprotobuf6.33.5direct
PyPIpydantic2.11.10direct
PyPIpydantic2.13.4direct
PyPIpython-dotenv1.2.3direct
PyPIpyyaml6.0.3direct
PyPIresampy0.4.3direct
PyPIsoundfile0.13.1direct
PyPIsoxr1.0.0direct
PyPItyping-extensions4.16.0direct
PyPIwait-for20.4.1direct
PyPIwebsockets15.0.1direct
npm@babel/runtime7.29.7indirect
npm@daily-co/daily-js0.90.0indirect
npm@emnapi/core1.10.0indirect
npm@emnapi/runtime1.10.0indirect
npm@emnapi/wasi-threads1.2.1indirect
npm@napi-rs/wasm-runtime1.1.5indirect
npm@oxc-project/types0.133.0indirect
npm@pipecat-ai/client-js1.13.1indirect
npm@pipecat-ai/small-webrtc-transport1.10.8indirect
npm@rolldown/binding-android-arm641.0.3indirect
npm@rolldown/binding-darwin-arm641.0.3indirect
npm@rolldown/binding-darwin-x641.0.3indirect
npm@rolldown/binding-freebsd-x641.0.3indirect
npm@rolldown/binding-linux-arm-gnueabihf1.0.3indirect
npm@rolldown/binding-linux-arm64-gnu1.0.3indirect
npm@rolldown/binding-linux-arm64-musl1.0.3indirect
npm@rolldown/binding-linux-ppc64-gnu1.0.3indirect
npm@rolldown/binding-linux-s390x-gnu1.0.3indirect
npm@rolldown/binding-linux-x64-gnu1.0.3indirect
npm@rolldown/binding-linux-x64-musl1.0.3indirect
npm@rolldown/binding-openharmony-arm641.0.3indirect
npm@rolldown/binding-wasm32-wasi1.0.3indirect
npm@rolldown/binding-win32-arm64-msvc1.0.3indirect
npm@rolldown/binding-win32-x64-msvc1.0.3indirect
npm@rolldown/pluginutils1.0.1indirect
npm@sentry-internal/browser-utils8.55.2indirect
npm@sentry-internal/feedback8.55.2indirect
npm@sentry-internal/replay8.55.2indirect
npm@sentry-internal/replay-canvas8.55.2indirect
npm@sentry/browser8.55.2indirect
npm@sentry/core8.55.2indirect
npm@tybys/wasm-util0.10.2indirect
npm@types/events3.0.3indirect
npmbowser2.14.1indirect
npmclone-deep4.0.1indirect
npmdequal2.0.3indirect
npmdetect-libc2.1.2indirect
npmevents3.3.0indirect
npmfdir6.5.0indirect
npmfsevents2.3.3indirect
npmis-plain-object2.0.4indirect
npmisobject3.0.1indirect
npmkind-of6.0.3indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlodash4.18.1indirect
npmnanoid3.3.16indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpostcss8.5.24indirect
npmrolldown1.0.3indirect
npmrxjs7.8.2indirect
npmshallow-clone3.0.1indirect
npmsource-map-js1.2.1indirect
npmtinyglobby0.2.17indirect
npmtslib2.8.1indirect
npmtyped-emitter2.1.0indirect
npmuuid11.1.1indirect
npmvite8.0.16indirect
PyPIaccelerate1.10.1indirect
PyPIaic-sdk3.1.0indirect
PyPIaiobotocore3.9.0indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaioice0.10.2indirect
PyPIaioitertools0.13.0indirect
PyPIaiortc1.15.0indirect
PyPIaiosignal1.4.0indirect
PyPIalabaster1.0.0indirect
PyPIaliyun-python-sdk-core2.16.1indirect
PyPIaliyun-python-sdk-kms2.16.5indirect
PyPIannotated-doc0.0.5indirect
PyPIannotated-types0.8.0indirect
PyPIanthropic1.3.0indirect
PyPIantlr4-python3-runtime4.9.3indirect
PyPIanyio4.14.2indirect
PyPIasync-timeout5.0.1indirect
PyPIasyncpg0.31.0indirect
PyPIattrs26.1.0indirect
PyPIaudiolab0.5.1indirect
PyPIaudioread3.1.0indirect
PyPIav17.0.1indirect
PyPIaws-sdk-bedrock-runtime0.4.0indirect
PyPIaws-sdk-sagemaker-runtime-http20.4.0indirect
PyPIaws-sdk-signers0.1.0indirect
PyPIawscrt0.28.4indirect
PyPIazure-cognitiveservices-speech1.51.1indirect
PyPIazure-core1.41.0indirect
PyPIbabel2.18.0indirect
PyPIbackoff2.2.1indirect
PyPIbcrypt5.0.0indirect
PyPIbeartype0.22.9indirect
PyPIboto31.43.56indirect
PyPIbotocore1.43.56indirect
PyPIbuild1.4.4indirect
PyPIcamb-sdk1.5.17indirect
PyPIcattrs26.1.0indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.1indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.5.1indirect
PyPIchromadb1.5.9indirect
PyPIclick8.4.2indirect
PyPIcolorama0.4.6indirect
PyPIcontourpy1.3.3indirect
PyPIcoremltools9.0indirect
PyPIcoverage7.13.5indirect
PyPIcrcmod1.7indirect
PyPIcryptography50.0.0indirect
PyPIctranslate24.8.1indirect
PyPIcuda-bindings13.3.1indirect
PyPIcuda-pathfinder1.6.1indirect
PyPIcuda-toolkit13.0.3.0indirect
PyPIcycler0.12.1indirect
PyPIdaily-python0.32.0indirect
PyPIdecorator5.3.1indirect
PyPIdeepgram-sdk7.7.0indirect
PyPIdefusedxml0.7.1indirect
PyPIdetect-installer0.1.0indirect
PyPIdistlib0.4.3indirect
PyPIdistro1.9.0indirect
PyPIdlinfo2.0.0indirect
PyPIdnspython2.8.0indirect
PyPIdocopt0.6.2indirect
PyPIdocutils0.22.4indirect
PyPIdurationpy0.10indirect
PyPIeinops0.8.2indirect
PyPIemail-validator2.3.0indirect
PyPIespeakng-loader0.2.4indirect
PyPIeval-type-backport0.2.2indirect
PyPIexceptiongroup1.3.1indirect
PyPIfastapi0.141.1indirect
PyPIfastapi-cli0.0.32indirect
PyPIfastapi-cloud-cli0.23.0indirect
PyPIfastar0.11.0indirect
PyPIfaster-whisper1.2.1indirect
PyPIfilelock3.32.3indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.63.0indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2026.7.0indirect
PyPIfunasr1.4.2indirect
PyPIgitdb4.0.12indirect
PyPIgitpython3.1.59indirect
PyPIgoogle-api-core2.34.0indirect
PyPIgoogle-auth2.56.3indirect
PyPIgoogle-cloud-speech2.40.0indirect
PyPIgoogle-cloud-texttospeech2.37.0indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-genai2.18.1indirect
PyPIgoogle-genai2.8.0indirect
PyPIgoogleapis-common-protos1.75.1indirect
PyPIgreenlet3.5.5indirect
PyPIgroq1.6.0indirect
PyPIgrpcio1.83.0indirect
PyPIgrpcio-status1.83.0indirect
PyPIgrpcio-tools1.81.1indirect
PyPIh110.16.0indirect
PyPIh24.4.1indirect
PyPIhf-xet1.6.0indirect
PyPIhiredis3.4.1indirect
PyPIhpack4.2.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.12.0indirect
PyPIhttptools0.8.0indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIhttpx22.12.0indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIhuggingface-hub0.36.2indirect
PyPIhumanize4.16.0indirect
PyPIhume0.14.0indirect
PyPIhydra-core1.3.5indirect
PyPIhyperframe6.1.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.19indirect
PyPIifaddr0.2.0indirect
PyPIijson3.5.1indirect
PyPIimagesize2.0.0indirect
PyPIimportlib-resources7.1.0indirect
PyPIiniconfig2.3.0indirect
PyPIitsdangerous2.2.0indirect
PyPIjaconv0.5.0indirect
PyPIjamo0.4.1indirect
PyPIjieba0.42.1indirect
PyPIjinja23.1.6indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjsonpatch1.33indirect
PyPIjsonpath-python1.1.6indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkaldiio2.18.1indirect
PyPIkiwisolver1.5.0indirect
PyPIkokoro-onnx0.6.1indirect
PyPIkubernetes36.0.3indirect
PyPIlangchain1.3.15indirect
PyPIlangchain-classic1.0.8indirect
PyPIlangchain-community0.4.2indirect
PyPIlangchain-core1.6.0indirect
PyPIlangchain-openai1.5.2indirect
PyPIlangchain-protocol0.0.18indirect
PyPIlangchain-text-splitters1.1.2indirect
PyPIlanggraph1.2.11indirect
PyPIlanggraph-checkpoint4.2.0indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlanggraph-sdk0.4.3indirect
PyPIlangsmith0.11.1indirect
PyPIlazy-loader0.5indirect
PyPIlibrosa0.11.0indirect
PyPIlibrosa1.0.0indirect
PyPIlivekit1.1.14indirect
PyPIlivekit-api1.2.0indirect
PyPIlivekit-protocol1.1.22indirect
PyPIllvmlite0.49.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib3.11.1indirect
PyPImcp1.29.1indirect
PyPImdurl0.1.2indirect
PyPImem0ai2.0.18indirect
PyPImistralai2.9.3indirect
PyPImlx0.32.1indirect
PyPImlx-metal0.32.1indirect
PyPImlx-whisper0.4.3indirect
PyPImmh35.2.1indirect
PyPImodelscope1.39.1indirect
PyPImodelscope-hub0.2.0indirect
PyPImoonshine-voice0.1.5indirect
PyPImoq-ffi0.3.11indirect
PyPImoq-rs0.4.4indirect
PyPImore-itertools11.1.0indirect
PyPImpmath1.3.0indirect
PyPImsgpack1.2.1indirect
PyPImultidict6.7.1indirect
PyPInarwhals2.24.0indirect
PyPInetworkx3.6.1indirect
PyPInodeenv1.10.0indirect
PyPInvidia-cublas13.1.1.3indirect
PyPInvidia-cuda-cupti13.0.85indirect
PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.3.33indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPInvidia-riva-client2.27.0indirect
PyPIoauthlib3.3.1indirect
PyPIomegaconf2.3.1indirect
PyPIopencv-python-headless4.14.0.94indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirect
PyPIopentelemetry-instrumentation0.65b0indirect
PyPIopentelemetry-instrumentation-threading0.65b0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIorjson3.12.0indirect
PyPIormsgpack1.12.2indirect
PyPIoss22.19.1indirect
PyPIoverrides7.7.0indirect
PyPIpackaging26.3indirect
PyPIpathvalidate3.3.1indirect
PyPIpgmq1.0.6indirect
PyPIphonemizer3.4.0indirect
PyPIpip26.2.1indirect
PyPIpip-tools7.5.3indirect
PyPIpipecat-ai-context-hub0.7.0indirect
PyPIpipecat-ai-prebuilt1.1.1indirect
PyPIpiper-tts1.7.0indirect
PyPIplatformdirs4.11.3indirect
PyPIpluggy1.6.0indirect
PyPIpocket-tts2.1.0indirect
PyPIpooch1.9.0indirect
PyPIportalocker3.2.0indirect
PyPIposthog7.39.1indirect
PyPIpre-commit4.5.1indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.3indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg3.3.4indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpsycopg-pool3.3.1indirect
PyPIpvkoala2.0.4indirect
PyPIpyaml26.7.0indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpyaudio0.2.14indirect
PyPIpybase641.5.0indirect
PyPIpycairo1.29.1indirect
PyPIpycparser3.0indirect
PyPIpycryptodome3.23.0indirect
PyPIpydantic-core2.33.2indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-extra-types2.11.1indirect
PyPIpydantic-settings2.15.0indirect
PyPIpyee13.0.1indirect
PyPIpyee14.0.0indirect
PyPIpygments2.21.0indirect
PyPIpygobject3.50.2indirect
PyPIpyjwt2.13.0indirect
PyPIpylibsrtp1.0.0indirect
PyPIpynndescent0.6.0indirect
PyPIpyopenssl26.4.0indirect
PyPIpyparsing3.3.2indirect
PyPIpypika0.51.1indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyright1.1.411indirect
PyPIpyrnnoise0.4.3indirect
PyPIpytest9.1.1indirect
PyPIpytest-aiohttp1.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.5.2indirect
PyPIpython-multipart0.0.32indirect
PyPIpytz2026.3.post1indirect
PyPIpyvips3.0.0indirect
PyPIpyvips-binary8.18.5indirect
PyPIpywin32312indirect
PyPIqdrant-client1.19.0indirect
PyPIquestionary2.1.1indirect
PyPIrapidfuzz3.14.5indirect
PyPIredis8.1.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrich13.9.4indirect
PyPIrich-toolkit0.20.3indirect
PyPIrignore0.8.1indirect
PyPIroman-numerals4.1.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff0.16.3indirect
PyPIs3transfer0.19.2indirect
PyPIsafetensors0.8.0indirect
PyPIsarvamai0.1.28indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.0indirect
PyPIsentencepiece0.2.2indirect
PyPIsentry-sdk2.68.0indirect
PyPIsetuptools83.0.0indirect
PyPIsetuptools-scm8.3.1indirect
PyPIshellingham1.5.4indirect
PyPIsimli-ai2.0.3indirect
PyPIsix1.17.0indirect
PyPIsmart-open8.0.1indirect
PyPIsmithy-aws-core0.4.0indirect
PyPIsmithy-aws-event-stream0.2.2indirect
PyPIsmithy-core0.3.0indirect
PyPIsmithy-http0.3.1indirect
PyPIsmithy-json0.2.3indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsounddevice0.5.6indirect
PyPIspeechmatics-agent-stt0.1.0indirect
PyPIspeechmatics-rt1.1.1indirect
PyPIsphinx9.0.4indirect
PyPIsphinx9.1.0indirect
PyPIsphinx-rtd-theme3.1.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jquery4.1indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIsqlalchemy2.0.52indirect
PyPIsse-starlette3.4.8indirect
PyPIstarlette1.6.0indirect
PyPIstrands-agents1.52.0indirect
PyPIsympy1.14.0indirect
PyPItenacity9.1.4indirect
PyPItensorboardx2.6.5indirect
PyPIthreadpoolctl3.6.0indirect
PyPItiktoken0.14.0indirect
PyPItimm1.0.28indirect
PyPItokenizers0.22.2indirect
PyPItorch2.13.0indirect
PyPItorch-complex0.4.4indirect
PyPItorchaudio2.11.0indirect
PyPItorchvision0.28.0indirect
PyPItowncrier25.8.0indirect
PyPItqdm4.70.0indirect
PyPItransformers4.57.6indirect
PyPItree-sitter0.26.0indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItriton3.7.1indirect
PyPItruststore0.10.4indirect
PyPItyper0.27.1indirect
PyPItypes-protobuf7.34.1.20260816indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIumap-learn0.5.12indirect
PyPIurllib32.7.0indirect
PyPIuuid-utils0.17.0indirect
PyPIuvicorn0.52.4indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.7.4indirect
PyPIvonage-video-connector1.0.2indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebsocket-client1.9.0indirect
PyPIwheel0.48.0indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt2.3.0indirect
PyPIxxhash4.0.1indirect
PyPIyarl1.24.5indirect
PyPIzstandard0.25.0indirect
Dependency advisories 1

Installing pypi:pipecat-ai@1.10.0 pulls in 55 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
nltk3.10.3directhigh1—

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

Related records

Inspected repositories sharing catalogue tags or ecosystems with pipecat-ai/pipecat. Read them side by side →

98livekit/agentsA framework for building realtime voice AI agents 🤖🎙️📹 Exceptional94livekit/python-sdksLiveKit real-time and server SDKs for PythonExceptional94Renumics/spotlightInteractively explore unstructured datasets from your dataframe.Exceptional96pion/webrtcPure Go implementation of the WebRTC APIExceptional95livekit/livekitEnd-to-end realtime stack for connecting humans and AIExceptional94elevenlabs/packagesThe ElevenLabs Agents SDK for TypeScript.Exceptional

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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