公开记录
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 03:10 UTC

traceloop / openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

PythonApache-2.0★ 7,313 星标⑂ 1,025 复刻始于 2023年9月在 GitHub 上查看 ↗
#llmops#observability#open-telemetry#metrics#monitoring#opentelemetry#datascience#ml#model-monitoring#opentelemetry-python#python#good-first-issue#help-wanted#artifical-intelligence#generative-ai#good-first-issues#llm#open-source

traceloop/openllmetry 的健康指数为 100 分中的 81 分，处于「良好」区间。 其得分最高的类别是Vitality（96/100），最低的是AI Readiness（60/100）。 最近一次更新在 7 天前。 近期的大部分工作由 3 位贡献者完成。

81
总分 / 100
良好

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。

81
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）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

traceloop from ServiceNow组织
216 关注者24 个公开仓库始于 2023年2月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

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
PyPIopentelemetry-instrumentation-mcp0.62.15,810,2467722 天前
PyPIopentelemetry-instrumentation-agno0.62.12,404,4893822 天前
PyPIopentelemetry-instrumentation-groq0.62.1-12722 天前
PyPIopentelemetry-instrumentation-marqo0.62.1-14822 天前
PyPIopentelemetry-instrumentation-cohere0.62.1-26322 天前
PyPIopentelemetry-instrumentation-crewai0.62.1-9922 天前
PyPIopentelemetry-instrumentation-milvus0.62.16,521,49715622 天前
PyPIopentelemetry-instrumentation-ollama0.62.1-15522 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？

96优秀 · 占总体的 22%

开发活跃度

93优秀
评分方式
36/36推送新近度 — 最近一次推送于 7 天前
29.1/36提交节奏 — 52 周中有 42 周有提交
18/18提交量 — 最近一年 303 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year303
human_commit_share—
days_since_last_push7
active_weeks_last_year42

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 22 天前
27/27发布节奏 — 约每 10 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tag0.62.1
releases_from_tags否
days_since_latest_release22
mean_days_between_releases10
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。

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？

94优秀 · 占总体的 18%

流行度与采用

92优秀
评分方式
60/60星标 — 7,313 个星标
25/25复刻 — 1,025 个复刻
6.8/15关注者 — 18 位关注者
所用输入
forks1,025
stars7,313
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 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是

生态采用（下载量）

100优秀
评分方式
80/80月度下载量 — pypi 合计每月 14,736,232 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesopentelemetry-instrumentation-mcp, opentelemetry-instrumentation-agno, opentelemetry-instrumentation-groq, opentelemetry-instrumentation-marqo, opentelemetry-instrumentation-cohere, opentelemetry-instrumentation-crewai, opentelemetry-instrumentation-milvus, opentelemetry-instrumentation-ollama
dependents—
ecosystemspypi
total_downloads—
monthly_downloads14,736,232
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

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？

73良好 · 占总体的 24%

维护者韧性（巴士系数）

76良好
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
16/22.5提交分布 — 头号贡献者编写了 29% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 19 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled100
top_contributor_share0.289

议题与 PR 响应能力

58中等
评分方式
33.3/46.8议题解决 — 71% 的议题已关闭
11.2/38.3PR 接受 — 已裁定的 PR 中 1,015/3,466 已合并
13.5/15OpenSSF Scorecard：Code-Review — Found 27/30 approved changesets -- score normalized to 9
所用输入
merged_prs1,015
open_issues109
closed_issues271
issue_closed_ratio0.713
closed_unmerged_prs2,451

所有权与托管责任

64中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
16.8/25所有者影响力 — traceloop 有 216 位关注者
17/25既往记录 — 24 个公开仓库，账户约 3 年
所用输入
followers216
owner_typeOrganization
is_verified—
owner_logintraceloop
public_repos24
account_age_days1,252

软件包维护

100优秀
评分方式
25/25已发布且可解析 — pypi 上有 8 个软件包
35/35发布时效 — 最近一次发布于 22 天前
20/20版本历史 — 263 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
packagesopentelemetry-instrumentation-mcp, opentelemetry-instrumentation-agno, opentelemetry-instrumentation-groq, opentelemetry-instrumentation-marqo, opentelemetry-instrumentation-cohere, opentelemetry-instrumentation-crewai, opentelemetry-instrumentation-milvus, opentelemetry-instrumentation-ollama
ecosystemspypi
any_deprecated否
min_days_since_publish22

工程质量

基础的工程与文档实践是否到位？

67中等 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://www.traceloop.com/openllmetry
10/10仓库描述
10/10主题标签 — 18 个主题标签
0/10Wiki
所用输入
topicsllmops, observability, open-telemetry, metrics, monitoring, opentelemetry, datascience, ml, model-monitoring, opentelemetry-python, python, good-first-issue, help-wanted, artifical-intelligence, generative-ai, good-first-issues, llm, open-source
has_wiki否
homepagehttps://www.traceloop.com/openllmetry
has_readme是
has_docs_dir否
has_description是

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？

74良好 · 占总体的 16%

安全态势

68中等
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 27/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 19 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 204 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.7
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。

依赖安全公告

100优秀
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages8
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:opentelemetry-instrumentation-mcp@0.62.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 8 个软件包。 未对可达性进行分析。

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。

60中等 · 占总体的 0%

AI 代理上下文与指引

75良好
评分方式
45/45代理指令 — CLAUDE.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_filesCLAUDE.md
agent_instruction_max_bytes2,838
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）

56中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — packages/traceloop-sdk/traceloop/sdk/py.typed
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
2/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configspackages/traceloop-sdk/traceloop/sdk/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
已排除计分（无数据或不适用）：已体现的代理实践。 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（packages/traceloop-sdk/traceloop/sdk/py.typed）
54.4/55可控的文件大小 — 采样的 690 个源文件中有 7 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes185,817
source_files_sampled690
oversized_source_files7

机器可读接口

20危急
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs—
has_mcp_signal是
api_schema_files—

关键数据

7,313GitHub 星标
100贡献者
303最近 12 个月提交数
7距最近推送天数
100发布版本数
3巴士系数（bus factor）
109开放议题
npm软件包生态系统数

更多细节

OpenSSF Scorecard 6.7 / 10
6.7综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-21 03:10 UTC

9Binary-Artifactsbinaries present in source code
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 27/30 approved changesets -- score normalized to 9
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities204 existing vulnerabilities detected
直接依赖 81
注册表软件包版本约束清单文件
PyPIopentelemetry-api>=1.28.0,<2packages/opentelemetry-instrumentation-agno/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-agno/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-agno/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-agno/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-alephalpha/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-alephalpha/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-alephalpha/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-alephalpha/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-anthropic/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-anthropic/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-anthropic/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-anthropic/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-bedrock/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-bedrock/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-bedrock/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-bedrock/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-chromadb/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-chromadb/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-chromadb/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-chromadb/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-cohere/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-cohere/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-cohere/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-cohere/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-crewai/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-crewai/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-crewai/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-crewai/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-groq/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-groq/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-groq/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-groq/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-haystack/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-haystack/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-haystack/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-haystack/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-lancedb/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-lancedb/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-lancedb/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-lancedb/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-langchain/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-langchain/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-langchain/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-langchain/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-litellm/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-litellm/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-litellm/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-litellm/pyproject.toml
PyPIinflection>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-llamaindex/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-llamaindex/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-llamaindex/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-llamaindex/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-llamaindex/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-marqo/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-marqo/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-marqo/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-marqo/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-mcp/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-mcp/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-mcp/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-mcp/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-milvus/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-milvus/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.2,<0.6.0packages/opentelemetry-instrumentation-milvus/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-milvus/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-mistralai/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-mistralai/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-mistralai/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-mistralai/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-ollama/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-ollama/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-ollama/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-ollama/pyproject.toml
PyPIopentelemetry-api>=1.38.0,<2packages/opentelemetry-instrumentation-openai-agents/pyproject.toml
PyPIopentelemetry-instrumentation>=0.59b0packages/opentelemetry-instrumentation-openai-agents/pyproject.toml
PyPIopentelemetry-semantic-conventions-ai>=0.5.1,<0.6.0packages/opentelemetry-instrumentation-openai-agents/pyproject.toml
PyPIopentelemetry-semantic-conventions>=0.63b1packages/opentelemetry-instrumentation-openai-agents/pyproject.toml
全部依赖 1,277

来自 GitHub 依赖图的完整解析依赖集合：25 个直接依赖与 1,252 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
PyPIinflection0.5.1直接
PyPIopentelemetry-api1.38.0直接
PyPIopentelemetry-api1.39.1直接
PyPIopentelemetry-api1.40.0直接
PyPIopentelemetry-api1.41.0直接
PyPIopentelemetry-api1.41.1直接
PyPIopentelemetry-api1.42.1直接
PyPIopentelemetry-api1.43.0直接
PyPIopentelemetry-instrumentation0.59b0直接
PyPIopentelemetry-instrumentation0.60b1直接
PyPIopentelemetry-instrumentation0.61b0直接
PyPIopentelemetry-instrumentation0.62b0直接
PyPIopentelemetry-instrumentation0.62b1直接
PyPIopentelemetry-instrumentation0.63b1直接
PyPIopentelemetry-instrumentation0.64b0直接
PyPIopentelemetry-semantic-conventions0.59b0直接
PyPIopentelemetry-semantic-conventions0.60b1直接
PyPIopentelemetry-semantic-conventions0.61b0直接
PyPIopentelemetry-semantic-conventions0.62b0直接
PyPIopentelemetry-semantic-conventions0.62b1直接
PyPIopentelemetry-semantic-conventions0.63b1直接
PyPIopentelemetry-semantic-conventions0.64b0直接
PyPIopentelemetry-semantic-conventions-ai0.4.13直接
PyPIopentelemetry-semantic-conventions-ai0.5.1直接
PyPIopentelemetry-semantic-conventions-ai0.5.2直接
npm@emnapi/core1.4.4间接
npm@emnapi/runtime1.4.4间接
npm@emnapi/wasi-threads1.0.3间接
npm@iarna/toml2.2.5间接
npm@isaacs/balanced-match4.0.1间接
npm@isaacs/brace-expansion5.0.1间接
npm@isaacs/cliui8.0.2间接
npm@jest/diff-sequences30.0.1间接
npm@jest/get-type30.1.0间接
npm@jest/schemas29.6.3间接
npm@jest/schemas30.0.5间接
npm@napi-rs/wasm-runtime0.2.4间接
npm@nx/devkit22.5.0间接
npm@nx/nx-darwin-arm6420.8.2间接
npm@nx/nx-darwin-arm6422.5.0间接
npm@nx/nx-darwin-x6420.8.2间接
npm@nx/nx-darwin-x6422.5.0间接
npm@nx/nx-freebsd-x6420.8.2间接
npm@nx/nx-freebsd-x6422.5.0间接
npm@nx/nx-linux-arm-gnueabihf20.8.2间接
npm@nx/nx-linux-arm-gnueabihf22.5.0间接
npm@nx/nx-linux-arm64-gnu20.8.2间接
npm@nx/nx-linux-arm64-gnu22.5.0间接
npm@nx/nx-linux-arm64-musl20.8.2间接
npm@nx/nx-linux-arm64-musl22.5.0间接
npm@nx/nx-linux-x64-gnu20.8.2间接
npm@nx/nx-linux-x64-gnu22.5.0间接
npm@nx/nx-linux-x64-musl20.8.2间接
npm@nx/nx-linux-x64-musl22.5.0间接
npm@nx/nx-win32-arm64-msvc20.8.2间接
npm@nx/nx-win32-arm64-msvc22.5.0间接
npm@nx/nx-win32-x64-msvc20.8.2间接
npm@nx/nx-win32-x64-msvc22.5.0间接
npm@nxlv/python22.0.5间接
npm@pkgjs/parseargs0.11.0间接
npm@sinclair/typebox0.27.8间接
npm@sinclair/typebox0.34.48间接
npm@tybys/wasm-util0.9.0间接
npm@yarnpkg/lockfile1.1.0间接
npm@yarnpkg/parsers3.0.2间接
npm@zkochan/js-yaml0.0.7间接
npmabort-controller3.0.0间接
npmansi-colors4.1.3间接
npmansi-regex5.0.1间接
npmansi-regex6.2.2间接
npmansi-styles4.3.0间接
npmansi-styles5.2.0间接
npmansi-styles6.2.3间接
npmarchiver7.0.1间接
npmarchiver-utils5.0.2间接
npmargparse1.0.10间接
npmargparse2.0.1间接
npmasync3.2.6间接
npmasynckit0.4.0间接
npmaxios1.13.2间接
npmb4a1.7.3间接
npmbalanced-match1.0.2间接
npmbare-events2.8.2间接
npmbase64-js1.5.1间接
npmbl4.1.0间接
npmbrace-expansion2.0.2间接
npmbuffer5.7.1间接
npmbuffer6.0.3间接
npmbuffer-crc321.0.0间接
npmcall-bind-apply-helpers1.0.2间接
npmchalk4.1.2间接
npmcli-cursor3.1.0间接
npmcli-spinners2.6.1间接
npmcliui8.0.1间接
npmclone1.0.4间接
npmcolor-convert2.0.1间接
npmcolor-name1.1.4间接
npmcombined-stream1.0.8间接
npmcommand-exists1.2.9间接
npmcompress-commons6.0.2间接
npmcore-util-is1.0.3间接
npmcrc-321.2.2间接
npmcrc32-stream6.0.0间接
npmcross-spawn7.0.6间接
npmdefaults1.0.4间接
npmdefine-lazy-prop2.0.0间接
npmdelayed-stream1.0.0间接
npmdiff-sequences29.6.3间接
npmdotenv16.4.7间接
npmdotenv-expand11.0.7间接
npmdunder-proto1.0.1间接
npmeastasianwidth0.2.0间接
npmejs3.1.10间接
npmemoji-regex8.0.0间接
npmemoji-regex9.2.2间接
npmend-of-stream1.4.5间接
npmenquirer2.3.6间接
npmes-define-property1.0.1间接
npmes-errors1.3.0间接
npmes-object-atoms1.1.1间接
npmes-set-tostringtag2.1.0间接
npmescalade3.2.0间接
npmescape-string-regexp1.0.5间接
npmesprima4.0.1间接
npmevent-target-shim5.0.1间接
npmevents3.3.0间接
npmevents-universal1.0.1间接
npmfast-fifo1.3.2间接
npmfigures3.2.0间接
npmfile-uri-to-path2.0.0间接
npmfilelist1.0.4间接
npmflat5.0.2间接
npmfollow-redirects1.15.9间接
npmforeground-child3.3.1间接
npmform-data4.0.4间接
npmfront-matter4.0.2间接
npmfs-constants1.0.0间接
npmfs-extra11.3.0间接
npmfunction-bind1.1.2间接
npmget-caller-file2.0.5间接
npmget-intrinsic1.3.0间接
npmget-proto1.0.1间接
npmglob10.5.0间接
npmgopd1.2.0间接
npmgraceful-fs4.2.11间接
npmhas-flag4.0.0间接
npmhas-symbols1.1.0间接
npmhas-tostringtag1.0.2间接
npmhasown2.0.2间接
npmieee7541.2.1间接
npmignore5.3.2间接
npmignore7.0.5间接
npminherits2.0.4间接
npmis-docker2.2.1间接
npmis-fullwidth-code-point3.0.0间接
npmis-interactive1.0.0间接
npmis-stream2.0.1间接
npmis-unicode-supported0.1.0间接
npmis-wsl2.2.0间接
npmisarray1.0.0间接
npmisexe2.0.0间接
npmjackspeak3.4.3间接
npmjake10.9.4间接
npmjest-diff29.7.0间接
npmjest-diff30.2.0间接
npmjest-get-type29.6.3间接
npmjs-yaml3.14.2间接
npmjson52.2.3间接
npmjsonc-parser3.2.0间接
npmjsonfile6.1.0间接
npmlazystream1.0.1间接
npmlines-and-columns2.0.3间接
npmlodash4.17.23间接
npmlog-symbols4.1.0间接
npmlru-cache10.4.3间接
npmmath-intrinsics1.1.0间接
npmmime-db1.52.0间接
npmmime-types2.1.35间接
npmmimic-fn2.1.0间接
npmminimatch10.1.1间接
npmminimatch10.1.2间接
npmminimatch5.1.6间接
npmminimatch9.0.3间接
npmminimatch9.0.5间接
npmminimist1.2.8间接
npmminipass7.1.2间接
npmnode-machine-id1.1.12间接
npmnormalize-path3.0.0间接
npmnpm-run-path4.0.1间接
npmnx20.8.2间接
npmnx22.5.0间接
npmonce1.4.0间接
npmonetime5.1.2间接
npmopen8.4.2间接
npmora5.3.0间接
npmpackage-json-from-dist1.0.1间接
npmpath-key3.1.1间接
npmpath-scurry1.11.1间接
npmpicocolors1.1.1间接
npmpretty-format29.7.0间接
npmpretty-format30.2.0间接
npmprocess0.11.10间接
npmprocess-nextick-args2.0.1间接
npmproxy-from-env1.1.0间接
npmreact-is18.3.1间接
npmreadable-stream2.3.8间接
npmreadable-stream3.6.2间接
npmreadable-stream4.7.0间接
npmreaddir-glob1.1.3间接
npmrequire-directory2.1.1间接
npmresolve.exports2.0.3间接
npmrestore-cursor3.1.0间接
npmsafe-buffer5.1.2间接
npmsafe-buffer5.2.1间接
npmsemver7.7.2间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmsignal-exit3.0.7间接
npmsignal-exit4.1.0间接
npmsprintf-js1.0.3间接
npmstreamx2.23.0间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring_decoder1.1.1间接
npmstring_decoder1.3.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.1.2间接
npmstrip-bom3.0.0间接
npmsupports-color7.2.0间接
npmtar-stream2.2.0间接
npmtar-stream3.1.7间接
npmtext-decoder1.2.3间接
npmtmp0.2.5间接
npmtree-kill1.2.2间接
npmtsconfig-paths4.2.0间接
npmtslib2.8.1间接
npmuniversalify2.0.1间接
npmutil-deprecate1.0.2间接
npmuuid9.0.1间接
npmwcwidth1.0.1间接
npmwhich2.0.2间接
npmwrap-ansi7.0.0间接
npmwrap-ansi8.1.0间接
npmwrappy1.0.2间接
npmy18n5.0.8间接
npmyaml2.8.0间接
npmyargs17.7.2间接
npmyargs-parser21.1.1间接
npmzip-stream6.0.1间接
PyPIaccelerate1.12.0间接
PyPIagno2.4.7间接
PyPIaioboto314.3.0间接
PyPIaiobotocore2.22.0间接
PyPIaiodns4.0.0间接
PyPIaiofiles25.1.0间接
PyPIaiohappyeyeballs2.4.3间接
PyPIaiohappyeyeballs2.4.4间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohappyeyeballs2.6.2间接
PyPIaiohttp3.10.10间接
PyPIaiohttp3.11.11间接
PyPIaiohttp3.13.3间接
PyPIaiohttp3.13.4间接
PyPIaiohttp3.13.5间接
PyPIaiohttp3.14.1间接
PyPIaiohttp-retry2.9.1间接
PyPIaioitertools0.13.0间接
PyPIaiolimiter1.2.1间接
PyPIaiosignal1.3.1间接
PyPIaiosignal1.3.2间接
PyPIaiosignal1.4.0间接
PyPIaiosqlite0.22.1间接
PyPIaleph-alpha-client7.6.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanthropic0.25.9间接
PyPIanthropic0.31.2间接
PyPIanthropic0.51.0间接
PyPIanthropic0.75.0间接
PyPIanthropic0.76.0间接
PyPIanthropic0.86.0间接
PyPIanyio4.10.0间接
PyPIanyio4.12.1间接
PyPIanyio4.13.0间接
PyPIanyio4.14.1间接
PyPIanyio4.4.0间接
PyPIanyio4.6.2.post1间接
PyPIanyio4.8.0间接
PyPIanyio4.9.0间接
PyPIappdirs1.4.4间接
PyPIargcomplete3.6.3间接
PyPIasgiref3.11.0间接
PyPIasgiref3.8.1间接
PyPIasync-timeout4.0.3间接
PyPIasync-timeout5.0.1间接
PyPIattrs24.2.0间接
PyPIattrs24.3.0间接
PyPIattrs25.4.0间接
PyPIattrs26.1.0间接
PyPIauthlib1.6.11间接
PyPIauthlib1.6.5间接
PyPIauthlib1.6.6间接
PyPIauthlib1.6.9间接
PyPIautopep82.2.0间接
PyPIautopep82.3.1间接
PyPIautopep82.3.2间接
PyPIbabel2.17.0间接
PyPIbackoff2.2.1间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbanks2.2.0间接
PyPIbanks2.3.0间接
PyPIbcrypt4.1.3间接
PyPIbcrypt5.0.0间接
PyPIbeartype0.22.9间接
PyPIbeautifulsoup44.14.3间接
PyPIblack25.1.0间接
PyPIblack25.12.0间接
PyPIblack26.3.1间接
PyPIboto31.34.145间接
PyPIboto31.36.3间接
PyPIboto31.37.3间接
PyPIboto31.42.28间接
PyPIbotocore1.34.145间接
PyPIbotocore1.36.3间接
PyPIbotocore1.37.3间接
PyPIbotocore1.42.28间接
PyPIbrotli1.2.0间接
PyPIbrotlicffi1.2.0.0间接
PyPIbuild1.2.1间接
PyPIbuild1.4.0间接
PyPIbuild1.4.2间接
PyPIcachetools5.4.0间接
PyPIcachetools5.5.2间接
PyPIcachetools6.2.4间接
PyPIcachetools6.2.6间接
PyPIcertifi2024.12.14间接
PyPIcertifi2024.7.4间接
PyPIcertifi2024.8.30间接
PyPIcertifi2025.1.31间接
PyPIcertifi2025.6.15间接
PyPIcertifi2025.7.14间接
PyPIcertifi2025.8.3间接
PyPIcertifi2026.1.4间接
PyPIcertifi2026.2.25间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.3.2间接
PyPIcharset-normalizer3.4.0间接
PyPIcharset-normalizer3.4.1间接
PyPIcharset-normalizer3.4.2间接
PyPIcharset-normalizer3.4.3间接
PyPIcharset-normalizer3.4.4间接
PyPIcharset-normalizer3.4.6间接
PyPIcharset-normalizer3.4.7间接
PyPIchroma-hnswlib0.7.5间接
PyPIchroma-hnswlib0.7.6间接
PyPIchromadb0.5.23间接
PyPIchromadb0.5.4间接
PyPIchromadb1.1.1间接
PyPIclick8.1.7间接
PyPIclick8.1.8间接
PyPIclick8.2.1间接
PyPIclick8.3.1间接
PyPIclick8.4.2间接
PyPIcloudpickle3.1.2间接
PyPIcohere5.11.2间接
PyPIcohere5.18.0间接
PyPIcohere5.20.1间接
PyPIcohere5.20.2间接
PyPIcolorama0.4.6间接
PyPIcoloredlogs15.0.1间接
PyPIcoverage7.13.2间接
PyPIcrewai1.6.1间接
PyPIcryptography46.0.3间接
PyPIcryptography46.0.5间接
PyPIcryptography46.0.6间接
PyPIcuda-bindings12.9.4间接
PyPIcuda-pathfinder1.3.3间接
PyPIcuid0.4间接
PyPIcyclopts4.0.0间接
PyPIcyclopts4.4.6间接
PyPIcyclopts4.5.1间接
PyPIdataclasses-json0.6.7间接
PyPIdatamodel-code-generator0.26.5间接
PyPIdatamodel-code-generator0.54.0间接
PyPIdatasets2.21.0间接
PyPIddgs9.10.0间接
PyPIdefusedxml0.7.1间接
PyPIdeprecated1.2.15间接
PyPIdeprecated1.2.18间接
PyPIdeprecated1.3.1间接
PyPIdeprecation2.1.0间接
PyPIdill0.3.8间接
PyPIdirtyjson1.0.8间接
PyPIdiskcache5.6.3间接
PyPIdistlib0.4.0间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocstring-parser0.16间接
PyPIdocstring-parser0.17.0间接
PyPIdocutils0.22.2间接
PyPIdocutils0.22.4间接
PyPIdurationpy0.10间接
PyPIemail-validator2.3.0间接
PyPIet-xmlfile2.0.0间接
PyPIeval-type-backport0.2.2间接
PyPIeval-type-backport0.3.1间接
PyPIexceptiongroup1.2.2间接
PyPIexceptiongroup1.3.0间接
PyPIexceptiongroup1.3.1间接
PyPIexpiringdict1.2.2间接
PyPIfake-useragent2.2.0间接
PyPIfakeredis2.33.0间接
PyPIfastapi0.115.2间接
PyPIfastapi0.128.0间接
PyPIfastavro1.12.1间接
PyPIfastavro1.9.5间接
PyPIfastavro1.9.7间接
PyPIfastmcp2.12.5间接
PyPIfastmcp2.14.3间接
PyPIfastmcp2.14.4间接
PyPIfastuuid0.14.0间接
PyPIffmpeg-python0.2.0间接
PyPIfilelock3.15.4间接
PyPIfilelock3.16.1间接
PyPIfilelock3.18.0间接
PyPIfilelock3.20.3间接
PyPIfilelock3.25.2间接
PyPIfilelock3.29.4间接
PyPIfiletype1.2.0间接
PyPIflake87.0.0间接
PyPIflake87.1.1间接
PyPIflatbuffers24.3.25间接
PyPIflatbuffers25.12.19间接
PyPIfrozenlist1.5.0间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2024.10.0间接
PyPIfsspec2024.12.0间接
PyPIfsspec2024.6.1间接
PyPIfsspec2025.5.1间接
PyPIfsspec2026.1.0间接
PyPIfsspec2026.3.0间接
PyPIfsspec2026.6.0间接
PyPIfuture1.0.0间接
PyPIgenson1.3.0间接
PyPIgitdb4.0.12间接
PyPIgitignore-parser0.1.13间接
PyPIgitpython3.1.46间接
PyPIgoogle-ai-generativelanguage0.6.15间接
PyPIgoogle-api-core2.19.1间接
PyPIgoogle-api-core2.29.0间接
PyPIgoogle-api-python-client2.188.0间接
PyPIgoogle-auth2.32.0间接
PyPIgoogle-auth2.40.3间接
PyPIgoogle-auth2.47.0间接
PyPIgoogle-auth2.48.0间接
PyPIgoogle-auth2.49.1间接
PyPIgoogle-auth-httplib20.3.0间接
PyPIgoogle-cloud-aiplatform1.133.0间接
PyPIgoogle-cloud-aiplatform1.135.0间接
PyPIgoogle-cloud-aiplatform1.59.0间接
PyPIgoogle-cloud-bigquery3.25.0间接
PyPIgoogle-cloud-bigquery3.40.0间接
PyPIgoogle-cloud-core2.4.1间接
PyPIgoogle-cloud-core2.5.0间接
PyPIgoogle-cloud-resource-manager1.12.4间接
PyPIgoogle-cloud-resource-manager1.15.0间接
PyPIgoogle-cloud-resource-manager1.16.0间接
PyPIgoogle-cloud-storage2.17.0间接
PyPIgoogle-cloud-storage3.8.0间接
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依赖安全公告 0

安装 pypi:opentelemetry-instrumentation-mcp@0.62.1 会引入 8 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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          "avatar_url": "https://avatars.githubusercontent.com/u/4224692?v=4"
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        {
          "type": "Bot",
          "login": "dependabot[bot]",
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          "type": "Bot",
          "login": "github-actions[bot]",
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          "login": "galkleinman",
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          "avatar_url": "https://avatars.githubusercontent.com/u/33281963?v=4"
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        {
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          "avatar_url": "https://avatars.githubusercontent.com/u/267474845?v=4"
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          "avatar_url": "https://avatars.githubusercontent.com/u/55499897?v=4"
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          "login": "nina-kollman",
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          "avatar_url": "https://avatars.githubusercontent.com/u/59646487?v=4"
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          "login": "doronkopit5",
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          "avatar_url": "https://avatars.githubusercontent.com/u/83537683?v=4"
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        {
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          "login": "minimAluminiumalism",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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            "name": "Dangerous-Workflow",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
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            "name": "Dependency-Update-Tool",
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            "name": "Fuzzing",
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
            "name": "Packaging",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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      "key": "overall",
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    "categories": [
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              },
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              },
              {
                "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": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "opentelemetry-instrumentation-mcp",
                "opentelemetry-instrumentation-agno",
                "opentelemetry-instrumentation-groq",
                "opentelemetry-instrumentation-marqo",
                "opentelemetry-instrumentation-cohere",
                "opentelemetry-instrumentation-crewai",
                "opentelemetry-instrumentation-milvus",
                "opentelemetry-instrumentation-ollama"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 14736232
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "14,736,232 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 14736232,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 73,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 100,
              "top_contributor_share": 0.289
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 29% of commits",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 29
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "merged_prs": 1015,
              "open_issues": 109,
              "closed_issues": 271,
              "issue_closed_ratio": 0.713,
              "closed_unmerged_prs": 2451
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "71% of issues closed",
                "points": 33.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 71
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1015/3466 decided PRs merged",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1015,
                      "decided": 3466
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 27/30 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "followers": 216,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "traceloop",
              "public_repos": 24,
              "account_age_days": 1252
            },
            "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": "216 followers of traceloop",
                "points": 16.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 216,
                      "login": "traceloop"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "24 public repos, account ~3 yr old",
                "points": 17,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 24
                    }
                  },
                  {
                    "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": [
                "opentelemetry-instrumentation-mcp",
                "opentelemetry-instrumentation-agno",
                "opentelemetry-instrumentation-groq",
                "opentelemetry-instrumentation-marqo",
                "opentelemetry-instrumentation-cohere",
                "opentelemetry-instrumentation-crewai",
                "opentelemetry-instrumentation-milvus",
                "opentelemetry-instrumentation-ollama"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 22
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "8 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 8,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 22 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 22
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "263 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 263
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 67,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "llmops",
                "observability",
                "open-telemetry",
                "metrics",
                "monitoring",
                "opentelemetry",
                "datascience",
                "ml",
                "model-monitoring",
                "opentelemetry-python",
                "python",
                "good-first-issue",
                "help-wanted",
                "artifical-intelligence",
                "generative-ai",
                "good-first-issues",
                "llm",
                "open-source"
              ],
              "has_wiki": false,
              "homepage": "https://www.traceloop.com/openllmetry",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.traceloop.com/openllmetry",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "18 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 74,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 27/30 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "204 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:opentelemetry-instrumentation-mcp@0.62.1 runtime dependency closure — what installing the published package pulls in — 8 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:opentelemetry-instrumentation-mcp@0.62.1",
                  "assessed": 8
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 8,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 8,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.16.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.