Öffentliches Register
Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-17 00:53 UTC

langchain-ai / agent-protocol

PythonMIT★ 634 Sterne⑂ 55 Forksseit Nov. 2024Auf GitHub ansehen ↗

langchain-ai/agent-protocol erreicht einen Gesundheitsindex von 58 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei AI Readiness (81/100) ab, am schwächsten bei Security (1/100). Zuletzt vor 28 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

58
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

58
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

LangChainOrganisation
20.912 Follower251 öffentliche Reposseit März 2023

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIap_client0.1.19-18vor 3 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

70Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 28 Tagen
6.9/36Commit-Rhythmus — 10/52 Wochen mit Commits
13.5/18Commit-Volumen — 31 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year31
human_commit_share
days_since_last_push28
active_weeks_last_year10
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 14 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 28 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 53 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count14
latest_release_taglangchain-protocol==0.0.18
releases_from_tagsnein
days_since_latest_release28
mean_days_between_releases53

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

74Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
45.4/60Stars — 634 Stars
14.4/25Forks — 55 Forks
5/15Watcher — 9 Watcher
Verwendete Eingangsdaten
forks55
stars634
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

63Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
6.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 71 % der Commits
13.5/13.5Breite der Beitragenden — 13 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor1
contributors_sampled13
top_contributor_share0,707
Wie die Bewertung erfolgt
15.6/46.8Issue-Lösungsquote — 33 % der Issues geschlossen
34.4/38.3PR-Annahme — 54/60 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs54
open_issues12
closed_issues6
issue_closed_ratio0,333
closed_unmerged_prs6
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 20.912 Follower von langchain-ai
19.8/25Kontohistorie — 251 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers20.912
owner_typeOrganization
is_verified
owner_loginlangchain-ai
public_repos251
account_age_days1.233

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 3 Tagen
20/20Versionshistorie — 18 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesap_client
ecosystemspypi
any_deprecatednein
min_days_since_publish3

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

70Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — tox.ini
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://langchain-ai.github.io/agent-protocol/api.html
0/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepagehttps://langchain-ai.github.io/agent-protocol/api.html
has_readmeja
has_docs_dirnein
has_descriptionnein

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

1Kritisch · 16 % des Gesamtindex
Wie die Bewertung erfolgt
0/30Sicherheitsrichtlinie (SECURITY.md)
0/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfilespnpm-lock.yaml, poetry.lock, uv.lock
manifestsclient-python/pyproject.toml, client-python/requirements.txt, client-python/setup.cfg, client-python/setup.py, server/pyproject.toml, streaming/package.json, tooling/pyproject.toml
has_codeql_workflownein
has_security_policynein
has_dependabot_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

81Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — client-python/docs/Agent.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_filesclient-python/docs/Agent.md
agent_instruction_max_bytes1.025
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — tooling/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — tox.ini
11/11Statische Typprüfung — client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespnpm-lock.yaml, poetry.lock, uv.lock
has_dockerfilenein
typed_languagenein
bootstrap_filestooling/Makefile
has_devcontainernein
has_linter_configja
typecheck_configsclient-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed)
53.9/55Handhabbare Dateigrößen — 2/101 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes74.569
source_files_sampled101
oversized_source_files2
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — openapi.json
0/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalnein
api_schema_filesopenapi.json

Eckdaten

634GitHub-Sterne
13Mitwirkende
31Commits, letzte 12 Monate
28Tage seit letztem Push
14Releases
1Bus-Faktor
12offene Issues
npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Could not fetch pypi package 'ap-server' from its registry
  • Could not fetch pypi package 'ap-tooling' from its registry
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

Weitere Details

Direkte Abhängigkeiten 12
RegistryPaketVersionsvorgabeManifest
PyPIurllib3>= 2.1.0, < 3.0.0client-python/pyproject.toml
PyPIpython-dateutil>= 2.8.2client-python/pyproject.toml
PyPIpydantic>= 2client-python/pyproject.toml
PyPItyping-extensions>= 4.7.1client-python/pyproject.toml
PyPIpydantic(>=2.10.6,<3.0.0)server/pyproject.toml
PyPIfastapi(>=0.134.0)server/pyproject.toml
npmcddl2py^0.2.2streaming/package.json
npmcddl2ts^0.9.1streaming/package.json
PyPIfastapi-code-generator(>=0.5.2,<0.6.0)tooling/pyproject.toml
PyPIclick(>=8.1,<8.2)tooling/pyproject.toml
PyPIautoflake(>=2.3.1,<3.0.0)tooling/pyproject.toml
PyPIruff(>=0.9.4,<0.10.0)tooling/pyproject.toml
Alle Abhängigkeiten 146

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 19 direkte und 127 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
npmcddl2py0.2.2direkt
npmcddl2ts0.9.1direkt
PyPIautoflake2.3.1direkt
PyPIclick8.1.8direkt
PyPIfastapi0.134.0direkt
PyPIfastapi-code-generator0.5.4direkt
PyPIpydanticdirekt
PyPIpydantic2.10.6direkt
PyPIpydantic2.11.3direkt
PyPIpydantic2.12.4direkt
PyPIpython-dateutildirekt
PyPIpython-dateutil2.9.0.post0direkt
PyPIruff0.9.10direkt
PyPItyping-extensionsdirekt
PyPItyping-extensions4.12.2direkt
PyPItyping-extensions4.13.2direkt
PyPItyping-extensions4.15.0direkt
PyPIurllib3direkt
PyPIurllib32.6.3direkt
npm@babel/helper-string-parser7.27.1indirekt
npm@babel/helper-validator-identifier7.28.5indirekt
npm@babel/parser7.29.2indirekt
npm@babel/types7.29.0indirekt
npmansi-escapes7.3.0indirekt
npmansi-regex6.2.2indirekt
npmansi-styles6.2.3indirekt
npmast-types0.16.1indirekt
npmcamelcase9.0.0indirekt
npmcddl0.20.1indirekt
npmcli-cursor5.0.0indirekt
npmcli-truncate5.2.0indirekt
npmcliui9.0.1indirekt
npmcolorette2.0.20indirekt
npmcommander14.0.3indirekt
npmemoji-regex10.6.0indirekt
npmenvironment1.1.0indirekt
npmescalade3.2.0indirekt
npmesprima4.0.1indirekt
npmeventemitter35.0.4indirekt
npmget-caller-file2.0.5indirekt
npmget-east-asian-width1.5.0indirekt
npmis-fullwidth-code-point5.1.0indirekt
npmlint-staged16.4.0indirekt
npmlistr29.0.5indirekt
npmlog-update6.1.0indirekt
npmmimic-function5.0.1indirekt
npmonetime7.0.0indirekt
npmpicomatch4.0.4indirekt
npmrecast0.23.11indirekt
npmrestore-cursor5.1.0indirekt
npmrfdc1.4.1indirekt
npmsignal-exit4.1.0indirekt
npmsimple-git-hooks2.13.1indirekt
npmslice-ansi7.1.2indirekt
npmslice-ansi8.0.0indirekt
npmsource-map0.6.1indirekt
npmstring-argv0.3.2indirekt
npmstring-width7.2.0indirekt
npmstring-width8.2.0indirekt
npmstrip-ansi7.2.0indirekt
npmtiny-invariant1.3.3indirekt
npmtinyexec1.1.1indirekt
npmtslib2.8.1indirekt
npmwrap-ansi9.0.2indirekt
npmy18n5.0.8indirekt
npmyaml2.8.3indirekt
npmyargs18.0.0indirekt
npmyargs-parser22.0.0indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.11.0indirekt
PyPIanyio4.8.0indirekt
PyPIap-tooling0.1.0indirekt
PyPIargcomplete3.6.3indirekt
PyPIblack26.3.1indirekt
PyPIcachetools5.5.2indirekt
PyPIcertifi2025.11.12indirekt
PyPIchardet5.2.0indirekt
PyPIcolorama0.4.6indirekt
PyPIcoverage7.8.0indirekt
PyPIdatamodel-code-generator0.30.1indirekt
PyPIdistlib0.3.9indirekt
PyPIexceptiongroup1.2.2indirekt
PyPIexceptiongroup1.3.0indirekt
PyPIfilelock3.18.0indirekt
PyPIfilelock3.24.3indirekt
PyPIflake8indirekt
PyPIflake87.2.0indirekt
PyPIgenson1.3.0indirekt
PyPIh110.16.0indirekt
PyPIhatchlingindirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIidna3.10indirekt
PyPIidna3.15indirekt
PyPIinflect7.5.0indirekt
PyPIiniconfig2.1.0indirekt
PyPIisort6.1.0indirekt
PyPIjinja23.1.6indirekt
PyPImarkdown-it-py4.0.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImccabe0.7.0indirekt
PyPImdurl0.1.2indirekt
PyPImore-itertools10.8.0indirekt
PyPImypyindirekt
PyPImypy1.15.0indirekt
PyPImypy-extensions1.0.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPIpackaging24.2indirekt
PyPIpackaging25.0indirekt
PyPIpathspec1.1.1indirekt
PyPIplatformdirs4.3.7indirekt
PyPIplatformdirs4.5.0indirekt
PyPIpluggy1.5.0indirekt
PyPIpycodestyle2.13.0indirekt
PyPIpydantic-core2.27.2indirekt
PyPIpydantic-core2.33.1indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpyflakes3.3.2indirekt
PyPIpyflakes3.4.0indirekt
PyPIpygments2.19.2indirekt
PyPIpyproject-api1.9.0indirekt
PyPIpysnooper1.1.1indirekt
PyPIpytestindirekt
PyPIpytest8.3.5indirekt
PyPIpytest-covindirekt
PyPIpytest-cov6.1.1indirekt
PyPIpytokens0.4.1indirekt
PyPIpyyaml6.0.3indirekt
PyPIrich14.2.0indirekt
PyPIshellingham1.5.4indirekt
PyPIsix1.17.0indirekt
PyPIsniffio1.3.1indirekt
PyPIstarlette0.52.1indirekt
PyPIstringcase1.2.0indirekt
PyPItomli2.2.1indirekt
PyPItomli2.3.0indirekt
PyPItoxindirekt
PyPItox4.25.0indirekt
PyPItypeguard4.4.4indirekt
PyPItyper0.12.5indirekt
PyPItypes-python-dateutilindirekt
PyPItypes-python-dateutil2.9.0.20241206indirekt
PyPItyping-inspection0.4.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPIvirtualenv20.36.1indirekt
JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 530,
      "has_wiki": true,
      "homepage": "https://langchain-ai.github.io/agent-protocol/api.html",
      "languages": {
        "HTML": 450,
        "Shell": 1830,
        "Python": 564903,
        "Makefile": 2317,
        "TypeScript": 37966
      },
      "pushed_at": "2026-06-18T17:08:37Z",
      "created_at": "2024-11-12T22:41:45Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-12T23:50:00Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.langchain.com",
      "name": "LangChain",
      "type": "Organization",
      "login": "langchain-ai",
      "company": null,
      "location": "United States of America",
      "followers": 20912,
      "avatar_url": "https://avatars.githubusercontent.com/u/126733545?v=4",
      "created_at": "2023-03-02T00:37:16Z",
      "is_verified": null,
      "public_repos": 251,
      "account_age_days": 1233
    },
    "activity": {
      "releases_count": 14,
      "commits_last_year": 31,
      "latest_release_at": "2026-06-18T17:08:37Z",
      "latest_release_tag": "langchain-protocol==0.0.18",
      "releases_from_tags": false,
      "days_since_last_push": 28,
      "active_weeks_last_year": 10,
      "days_since_latest_release": 28,
      "mean_days_between_releases": 53
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": false,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "ap_client",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/ap_client/",
          "is_deprecated": false,
          "latest_version": "0.1.19",
          "repository_url": null,
          "versions_count": 18,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2026-04-27T07:08:41.730342Z",
          "latest_published_at": "2026-07-13T06:42:48.635254Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 3
        }
      ]
    },
    "popularity": {
      "forks": 55,
      "stars": 634,
      "watchers": 9,
      "open_issues_and_prs": 21
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "tooling/Makefile"
      ],
      "api_schema_files": [
        "openapi.json"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [
        "client-python/ap_client/py.typed",
        "streaming/py/langchain_protocol/py.typed"
      ],
      "largest_source_bytes": 74569,
      "source_files_sampled": 101,
      "oversized_source_files": 2,
      "agent_instruction_files": [
        "client-python/docs/Agent.md"
      ],
      "agent_instruction_max_bytes": 1025
    },
    "dependencies": {
      "manifests": [
        "client-python/pyproject.toml",
        "client-python/requirements.txt",
        "client-python/setup.cfg",
        "client-python/setup.py",
        "server/pyproject.toml",
        "streaming/package.json",
        "tooling/pyproject.toml"
      ],
      "ecosystems": [
        "npm",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "urllib3",
          "manifest": "client-python/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2.1.0, < 3.0.0"
        },
        {
          "name": "python-dateutil",
          "manifest": "client-python/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2.8.2"
        },
        {
          "name": "pydantic",
          "manifest": "client-python/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2"
        },
        {
          "name": "typing-extensions",
          "manifest": "client-python/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 4.7.1"
        },
        {
          "name": "pydantic",
          "manifest": "server/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=2.10.6,<3.0.0)"
        },
        {
          "name": "fastapi",
          "manifest": "server/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.134.0)"
        },
        {
          "name": "cddl2py",
          "manifest": "streaming/package.json",
          "ecosystem": "npm",
          "version_constraint": "^0.2.2"
        },
        {
          "name": "cddl2ts",
          "manifest": "streaming/package.json",
          "ecosystem": "npm",
          "version_constraint": "^0.9.1"
        },
        {
          "name": "fastapi-code-generator",
          "manifest": "tooling/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.5.2,<0.6.0)"
        },
        {
          "name": "click",
          "manifest": "tooling/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=8.1,<8.2)"
        },
        {
          "name": "autoflake",
          "manifest": "tooling/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=2.3.1,<3.0.0)"
        },
        {
          "name": "ruff",
          "manifest": "tooling/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.9.4,<0.10.0)"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "cddl2py",
            "direct": true,
            "version": "0.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "cddl2ts",
            "direct": true,
            "version": "0.9.1",
            "ecosystem": "npm"
          },
          {
            "name": "autoflake",
            "direct": true,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": true,
            "version": "0.134.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi-code-generator",
            "direct": true,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.10.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.11.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": true,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": true,
            "version": "0.9.10",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": "2.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "@babel/helper-string-parser",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-validator-identifier",
            "direct": false,
            "version": "7.28.5",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/parser",
            "direct": false,
            "version": "7.29.2",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/types",
            "direct": false,
            "version": "7.29.0",
            "ecosystem": "npm"
          },
          {
            "name": "ansi-escapes",
            "direct": false,
            "version": "7.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "ansi-regex",
            "direct": false,
            "version": "6.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "ansi-styles",
            "direct": false,
            "version": "6.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "ast-types",
            "direct": false,
            "version": "0.16.1",
            "ecosystem": "npm"
          },
          {
            "name": "camelcase",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "cddl",
            "direct": false,
            "version": "0.20.1",
            "ecosystem": "npm"
          },
          {
            "name": "cli-cursor",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "cli-truncate",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "cliui",
            "direct": false,
            "version": "9.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "colorette",
            "direct": false,
            "version": "2.0.20",
            "ecosystem": "npm"
          },
          {
            "name": "commander",
            "direct": false,
            "version": "14.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "emoji-regex",
            "direct": false,
            "version": "10.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "environment",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "escalade",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "esprima",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "eventemitter3",
            "direct": false,
            "version": "5.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "get-caller-file",
            "direct": false,
            "version": "2.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "get-east-asian-width",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "npm"
          },
          {
            "name": "is-fullwidth-code-point",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "lint-staged",
            "direct": false,
            "version": "16.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "listr2",
            "direct": false,
            "version": "9.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "log-update",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "mimic-function",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "onetime",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "picomatch",
            "direct": false,
            "version": "4.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "recast",
            "direct": false,
            "version": "0.23.11",
            "ecosystem": "npm"
          },
          {
            "name": "restore-cursor",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "rfdc",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "signal-exit",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "simple-git-hooks",
            "direct": false,
            "version": "2.13.1",
            "ecosystem": "npm"
          },
          {
            "name": "slice-ansi",
            "direct": false,
            "version": "7.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "slice-ansi",
            "direct": false,
            "version": "8.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "source-map",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "npm"
          },
          {
            "name": "string-argv",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "npm"
          },
          {
            "name": "string-width",
            "direct": false,
            "version": "7.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "string-width",
            "direct": false,
            "version": "8.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "strip-ansi",
            "direct": false,
            "version": "7.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "tiny-invariant",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "tinyexec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "tslib",
            "direct": false,
            "version": "2.8.1",
            "ecosystem": "npm"
          },
          {
            "name": "wrap-ansi",
            "direct": false,
            "version": "9.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "y18n",
            "direct": false,
            "version": "5.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "yaml",
            "direct": false,
            "version": "2.8.3",
            "ecosystem": "npm"
          },
          {
            "name": "yargs",
            "direct": false,
            "version": "18.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "yargs-parser",
            "direct": false,
            "version": "22.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ap-tooling",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argcomplete",
            "direct": false,
            "version": "3.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "26.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": false,
            "version": "5.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.11.12",
            "ecosystem": "pypi"
          },
          {
            "name": "chardet",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "datamodel-code-generator",
            "direct": false,
            "version": "0.30.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.24.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": "7.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "genson",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "inflect",
            "direct": false,
            "version": "7.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.3.7",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycodestyle",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.27.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.33.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyproject-api",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pysnooper",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytokens",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "14.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.52.1",
            "ecosystem": "pypi"
          },
          {
            "name": "stringcase",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tox",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tox",
            "direct": false,
            "version": "4.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typeguard",
            "direct": false,
            "version": "4.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": "2.9.0.20241206",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "20.36.1",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 146,
        "direct_count": 19,
        "indirect_count": 127
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 9,
        "merged_prs": 54,
        "open_issues": 12,
        "closed_ratio": 0.333,
        "closed_issues": 6,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "nfcampos",
          "commits": 111,
          "avatar_url": "https://avatars.githubusercontent.com/u/56902?u=fdb30e802c68bc338dd9c0820f713e4fdac75db7&v=4"
        },
        {
          "type": "User",
          "login": "nick-hollon-lc",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/274035459?u=f31ab9847f82417cf2a8f8329ef7724656871a30&v=4"
        },
        {
          "type": "User",
          "login": "beryder",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/142427115?v=4"
        },
        {
          "type": "User",
          "login": "christian-bromann",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/731337?u=029e1004d7b48bc669c3eef60c8b3566841c7477&v=4"
        },
        {
          "type": "User",
          "login": "jkennedyvz",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/65985482?u=2449fcece81a481ff840b6e1b7739e1e2f8e29cc&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "dqbd",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/1443449?u=fe32372ae8f497065ef0a1c54194d9dff36fb81d&v=4"
        },
        {
          "type": "User",
          "login": "ccurme",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/26529506?u=365b1cb370e6a3afb71383522a685eedc161edb5&v=4"
        },
        {
          "type": "User",
          "login": "mdrxy",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/61371264?u=68425366bd9d12d54e1c555aac84e5f3ed15c3a4&v=4"
        },
        {
          "type": "User",
          "login": "hinthornw",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/13333726?u=82ebf1e0eb0663ebd49ba66f67a43f51bbf11442&v=4"
        }
      ],
      "contributors_sampled": 13,
      "top_contributor_share": 0.707
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "release.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [
        "tox.ini"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "pnpm-lock.yaml",
        "poetry.lock",
        "uv.lock"
      ],
      "scorecard": null,
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/langchain-ai/agent-protocol",
    "host": "github.com",
    "name": "agent-protocol",
    "owner": "langchain-ai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 58,
      "inputs": {
        "security": 1,
        "vitality": 70,
        "community": 74,
        "governance": 63,
        "engineering": 70
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 70,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "commits_last_year": 31,
              "human_commit_share": null,
              "days_since_last_push": 28,
              "active_weeks_last_year": 10
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 28 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "10/52 weeks with commits",
                "points": 6.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "31 commits in the last year",
                "points": 13.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 31
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "releases_count": 14,
              "latest_release_tag": "langchain-protocol==0.0.18",
              "releases_from_tags": false,
              "days_since_latest_release": 28,
              "mean_days_between_releases": 53
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "14 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 28 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~53 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 53
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 74,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "forks": 55,
              "stars": 634,
              "watchers": 9,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "634 stars",
                "points": 45.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 634
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "55 forks",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 55
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "9 watchers",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 63,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 13,
              "top_contributor_share": 0.707
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 71% of commits",
                "points": 6.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 71
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "13 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "merged_prs": 54,
              "open_issues": 12,
              "closed_issues": 6,
              "issue_closed_ratio": 0.333,
              "closed_unmerged_prs": 6
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "33% of issues closed",
                "points": 15.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 33
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "54/60 decided PRs merged",
                "points": 34.4,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 54,
                      "decided": 60
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 20912,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "langchain-ai",
              "public_repos": 251,
              "account_age_days": 1233
            },
            "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": "20,912 followers of langchain-ai",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 20912,
                      "login": "langchain-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "251 public repos, account ~3 yr old",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 251
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ap_client"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "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 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": 70,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://langchain-ai.github.io/agent-protocol/api.html",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": false
            },
            "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": "https://langchain-ai.github.io/agent-protocol/api.html",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 1,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "pnpm-lock.yaml",
                "poetry.lock",
                "uv.lock"
              ],
              "manifests": [
                "client-python/pyproject.toml",
                "client-python/requirements.txt",
                "client-python/setup.cfg",
                "client-python/setup.py",
                "server/pyproject.toml",
                "streaming/package.json",
                "tooling/pyproject.toml"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "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": 6
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "client-python/docs/Agent.md"
              ],
              "agent_instruction_max_bytes": 1025
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "client-python/docs/Agent.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "client-python/docs/Agent.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml",
                "poetry.lock",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "tooling/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "client-python/ap_client/py.typed",
                "streaming/py/langchain_protocol/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "tooling/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tooling/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 74569,
              "source_files_sampled": 101,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/101 source files over 60KB",
                "points": 53.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 101,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "openapi.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "openapi.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "openapi.json"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [
    "Could not fetch pypi package 'ap-server' from its registry",
    "Could not fetch pypi package 'ap-tooling' from its registry",
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T00:53:45.064613Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langchain-ai/agent-protocol.svg",
  "full_name": "langchain-ai/agent-protocol",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.