公开记录中等
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 00:53 UTC
langchain-ai / agent-protocol
langchain-ai/agent-protocol 的健康指数为 100 分中的 58 分，处于「中等」区间。 其得分最高的类别是AI Readiness（81/100），最低的是Security（1/100）。 最近一次更新在 28 天前。 近期的大部分工作由 1 位贡献者完成。
58
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
58
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | ap_client | 0.1.19 | - | 18 | 3 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
70
开发活跃度
55中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 28 天前 |
| 6.9/36 | 提交节奏 — 52 周中有 10 周有提交 |
| 13.5/18 | 提交量 — 最近一年 31 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 无数据 |
所用输入
| commits_last_year | 31 |
| human_commit_share | — |
| days_since_last_push | 28 |
| active_weeks_last_year | 10 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 14 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 28 天前 |
| 19.8/27 | 发布节奏 — 约每 53 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 14 |
| latest_release_tag | langchain-protocol==0.0.18 |
| releases_from_tags | 否 |
| days_since_latest_release | 28 |
| mean_days_between_releases | 53 |
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
74
流行度与采用
65中等
评分方式
| 45.4/60 | 星标 — 634 个星标 |
| 14.4/25 | 复刻 — 55 个复刻 |
| 5/15 | 关注者 — 9 位关注者 |
所用输入
| forks | 55 |
| stars | 634 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
63
维护者韧性（巴士系数）
32存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 6.6/22.5 | 提交分布 — 头号贡献者编写了 71% 的提交 |
| 13.5/13.5 | 贡献者广度 — 13 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — 无数据 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 13 |
| top_contributor_share | 0.707 |
议题与 PR 响应能力
59中等
评分方式
| 15.6/46.8 | 议题解决 — 33% 的议题已关闭 |
| 34.4/38.3 | PR 接受 — 已裁定的 PR 中 54/60 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — 无数据 |
所用输入
| merged_prs | 54 |
| open_issues | 12 |
| closed_issues | 6 |
| issue_closed_ratio | 0.333 |
| closed_unmerged_prs | 6 |
所有权与托管责任
75良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — langchain-ai 有 20,912 位关注者 |
| 19.8/25 | 既往记录 — 251 个公开仓库，账户约 3 年 |
所用输入
| followers | 20,912 |
| owner_type | Organization |
| is_verified | — |
| owner_login | langchain-ai |
| public_repos | 251 |
| account_age_days | 1,233 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 3 天前 |
| 20/20 | 版本历史 — 18 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | ap_client |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 3 |
工程质量
基础的工程与文档实践是否到位？
70
工程实践
80良好
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — tox.ini |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
55中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://langchain-ai.github.io/agent-protocol/api.html |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://langchain-ai.github.io/agent-protocol/api.html |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 否 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
1
安全态势
1危急
评分方式
| 0/30 | 安全策略（SECURITY.md） |
| 0/25 | Dependabot 配置 |
| 0/25 | 依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点，不作要求 |
| 0/20 | CodeQL 工作流 |
所用输入
| 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 | 否 |
| has_security_policy | 否 |
| has_dependabot_config | 否 |
已排除计分（无数据或不适用）：依赖锁定文件。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
81
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — client-python/docs/Agent.md |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | client-python/docs/Agent.md |
| agent_instruction_max_bytes | 1,025 |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
验证循环（构建 / 测试 / 类型检查）
100优秀
评分方式
| 18/18 | 一条命令的引导启动 — tooling/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — tox.ini |
| 11/11 | 静态类型检查 — client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | pnpm-lock.yaml, poetry.lock, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | tooling/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（client-python/ap_client/py.typed, streaming/py/langchain_protocol/py.typed） |
| 53.9/55 | 可控的文件大小 — 采样的 101 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 74,569 |
| source_files_sampled | 101 |
| oversized_source_files | 2 |
机器可读接口
40存在风险
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — openapi.json |
| 0/20 | MCP 服务器 |
| 0/40 | 可运行示例 |
所用输入
| example_dirs | — |
| has_mcp_signal | 否 |
| api_schema_files | openapi.json |
关键数据
634GitHub 星标
13贡献者
31最近 12 个月提交数
28距最近推送天数
14发布版本数
1巴士系数（bus factor）
12开放议题
npm, PyPI软件包生态系统数
数据采集警告
- 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
更多细节
直接依赖 12
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | urllib3 | >= 2.1.0, < 3.0.0 | client-python/pyproject.toml |
| PyPI | python-dateutil | >= 2.8.2 | client-python/pyproject.toml |
| PyPI | pydantic | >= 2 | client-python/pyproject.toml |
| PyPI | typing-extensions | >= 4.7.1 | client-python/pyproject.toml |
| PyPI | pydantic | (>=2.10.6,<3.0.0) | server/pyproject.toml |
| PyPI | fastapi | (>=0.134.0) | server/pyproject.toml |
| npm | cddl2py | ^0.2.2 | streaming/package.json |
| npm | cddl2ts | ^0.9.1 | streaming/package.json |
| PyPI | fastapi-code-generator | (>=0.5.2,<0.6.0) | tooling/pyproject.toml |
| PyPI | click | (>=8.1,<8.2) | tooling/pyproject.toml |
| PyPI | autoflake | (>=2.3.1,<3.0.0) | tooling/pyproject.toml |
| PyPI | ruff | (>=0.9.4,<0.10.0) | tooling/pyproject.toml |
全部依赖 146
来自 GitHub 依赖图的完整解析依赖集合：19 个直接依赖与 127 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| npm | cddl2py | 0.2.2 | 直接 |
| npm | cddl2ts | 0.9.1 | 直接 |
| PyPI | autoflake | 2.3.1 | 直接 |
| PyPI | click | 8.1.8 | 直接 |
| PyPI | fastapi | 0.134.0 | 直接 |
| PyPI | fastapi-code-generator | 0.5.4 | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | pydantic | 2.10.6 | 直接 |
| PyPI | pydantic | 2.11.3 | 直接 |
| PyPI | pydantic | 2.12.4 | 直接 |
| PyPI | python-dateutil | — | 直接 |
| PyPI | python-dateutil | 2.9.0.post0 | 直接 |
| PyPI | ruff | 0.9.10 | 直接 |
| PyPI | typing-extensions | — | 直接 |
| PyPI | typing-extensions | 4.12.2 | 直接 |
| PyPI | typing-extensions | 4.13.2 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | urllib3 | — | 直接 |
| PyPI | urllib3 | 2.6.3 | 直接 |
| npm | @babel/helper-string-parser | 7.27.1 | 间接 |
| npm | @babel/helper-validator-identifier | 7.28.5 | 间接 |
| npm | @babel/parser | 7.29.2 | 间接 |
| npm | @babel/types | 7.29.0 | 间接 |
| npm | ansi-escapes | 7.3.0 | 间接 |
| npm | ansi-regex | 6.2.2 | 间接 |
| npm | ansi-styles | 6.2.3 | 间接 |
| npm | ast-types | 0.16.1 | 间接 |
| npm | camelcase | 9.0.0 | 间接 |
| npm | cddl | 0.20.1 | 间接 |
| npm | cli-cursor | 5.0.0 | 间接 |
| npm | cli-truncate | 5.2.0 | 间接 |
| npm | cliui | 9.0.1 | 间接 |
| npm | colorette | 2.0.20 | 间接 |
| npm | commander | 14.0.3 | 间接 |
| npm | emoji-regex | 10.6.0 | 间接 |
| npm | environment | 1.1.0 | 间接 |
| npm | escalade | 3.2.0 | 间接 |
| npm | esprima | 4.0.1 | 间接 |
| npm | eventemitter3 | 5.0.4 | 间接 |
| npm | get-caller-file | 2.0.5 | 间接 |
| npm | get-east-asian-width | 1.5.0 | 间接 |
| npm | is-fullwidth-code-point | 5.1.0 | 间接 |
| npm | lint-staged | 16.4.0 | 间接 |
| npm | listr2 | 9.0.5 | 间接 |
| npm | log-update | 6.1.0 | 间接 |
| npm | mimic-function | 5.0.1 | 间接 |
| npm | onetime | 7.0.0 | 间接 |
| npm | picomatch | 4.0.4 | 间接 |
| npm | recast | 0.23.11 | 间接 |
| npm | restore-cursor | 5.1.0 | 间接 |
| npm | rfdc | 1.4.1 | 间接 |
| npm | signal-exit | 4.1.0 | 间接 |
| npm | simple-git-hooks | 2.13.1 | 间接 |
| npm | slice-ansi | 7.1.2 | 间接 |
| npm | slice-ansi | 8.0.0 | 间接 |
| npm | source-map | 0.6.1 | 间接 |
| npm | string-argv | 0.3.2 | 间接 |
| npm | string-width | 7.2.0 | 间接 |
| npm | string-width | 8.2.0 | 间接 |
| npm | strip-ansi | 7.2.0 | 间接 |
| npm | tiny-invariant | 1.3.3 | 间接 |
| npm | tinyexec | 1.1.1 | 间接 |
| npm | tslib | 2.8.1 | 间接 |
| npm | wrap-ansi | 9.0.2 | 间接 |
| npm | y18n | 5.0.8 | 间接 |
| npm | yaml | 2.8.3 | 间接 |
| npm | yargs | 18.0.0 | 间接 |
| npm | yargs-parser | 22.0.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.11.0 | 间接 |
| PyPI | anyio | 4.8.0 | 间接 |
| PyPI | ap-tooling | 0.1.0 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | black | 26.3.1 | 间接 |
| PyPI | cachetools | 5.5.2 | 间接 |
| PyPI | certifi | 2025.11.12 | 间接 |
| PyPI | chardet | 5.2.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.8.0 | 间接 |
| PyPI | datamodel-code-generator | 0.30.1 | 间接 |
| PyPI | distlib | 0.3.9 | 间接 |
| PyPI | exceptiongroup | 1.2.2 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | filelock | 3.24.3 | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | flake8 | 7.2.0 | 间接 |
| PyPI | genson | 1.3.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | idna | 3.15 | 间接 |
| PyPI | inflect | 7.5.0 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | isort | 6.1.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | mypy | — | 间接 |
| PyPI | mypy | 1.15.0 | 间接 |
| PyPI | mypy-extensions | 1.0.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | packaging | 24.2 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | platformdirs | 4.3.7 | 间接 |
| PyPI | platformdirs | 4.5.0 | 间接 |
| PyPI | pluggy | 1.5.0 | 间接 |
| PyPI | pycodestyle | 2.13.0 | 间接 |
| PyPI | pydantic-core | 2.27.2 | 间接 |
| PyPI | pydantic-core | 2.33.1 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pyflakes | 3.3.2 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pyproject-api | 1.9.0 | 间接 |
| PyPI | pysnooper | 1.1.1 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 8.3.5 | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-cov | 6.1.1 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | rich | 14.2.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | starlette | 0.52.1 | 间接 |
| PyPI | stringcase | 1.2.0 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tomli | 2.3.0 | 间接 |
| PyPI | tox | — | 间接 |
| PyPI | tox | 4.25.0 | 间接 |
| PyPI | typeguard | 4.4.4 | 间接 |
| PyPI | typer | 0.12.5 | 间接 |
| PyPI | types-python-dateutil | — | 间接 |
| PyPI | types-python-dateutil | 2.9.0.20241206 | 间接 |
| PyPI | typing-inspection | 0.4.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | virtualenv | 20.36.1 | 间接 |
原始 JSON 报告 机器可读
{
"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",
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