langchain-ai / agent-protocol

Повний розв'язаний набір залежностей із графа залежностей GitHub: 19 прямих і 127 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

{
  "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"
}