公开记录
软件健康报告模式 0.30.0 · 指标 2.3.1 · 2026-08-03 01:15 UTC

IBM / mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

PythonApache-2.0★ 4,178 星标⑂ 789 复刻始于 2025年5月在 GitHub 上查看 ↗
类型网络服务命令行工具库MCP 服务器如何判定
#agents#ai#api-gateway#asyncio#authentication-middleware#devops#docker#fastapi#federation#gateway#generative-ai#jwt#kubernetes#llm-agents#mcp#model-context-protocol#observability#prompt-engineering#python#tools

IBM/mcp-context-forge 的健康指数为 100 分中的 98 分，处于「卓越」区间。 其得分最高的类别是Engineering Quality（100/100），最低的是Security（76/100）。 最近一次更新在 1 天前。 近期的大部分工作由 3 位贡献者完成。

98
总分 / 100
卓越

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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。

98
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。

加权总体分 88 经校准后在公布的指数量表上为 98（记录校准 2026-08-02）。

所有权

International Business Machines组织
8,517 关注者3,925 个公开仓库始于 2012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标签
PyPImcp-contextforge-gateway1.0.6-2112 天前mcpapigatewayproxytoolsagentsagentic-aimodel-context-protocolmulti-agentfastapijson-rpcssewebsocketfederationsecurityauthenticationai-control-planecontrol-planegovernanceobservability

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卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 2,223 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,223
human_commit_share1
days_since_last_push1
active_weeks_last_year52

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 23 个发布版本
36/36发布时效 — 最近一次发布版本于 12 天前
27/27发布节奏 — 约每 17 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count23
latest_release_tagv1.0.6
releases_from_tags否
days_since_latest_release12
mean_days_between_releases17

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？

91优秀 · 占总体的 17%

流行度与采用

91优秀
评分方式
58.7/60星标 — 4,178 个星标
24.1/25复刻 — 789 个复刻
8.4/15关注者 — 34 位关注者
所用输入
forks789
stars4,178
watchers34
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
readme_badges13
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesgithub.com, shields.io
has_pull_request_template是

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？

80优秀 · 占总体的 23%

维护者韧性（巴士系数）

73良好
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
13.8/22.5提交分布 — 头号贡献者编写了 39% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled100
top_contributor_share0.387

议题与 PR 响应能力

74良好
评分方式
28.6/42议题解决 — 68% 的议题已关闭
24.4/30PR 接受 — 已裁定的 PR 中 2,216/2,729 已合并
8.7/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 4/6
12/15OpenSSF Scorecard：Code-Review — Found 26/30 approved changesets -- score normalized to 8
所用输入
merged_prs2,216
open_issues938
closed_issues1,999
prs_merged_7d36
prs_decided_7d38
prs_merged_30d51
prs_decided_30d59
issue_closed_ratio0.681
closed_unmerged_prs513
first_time_authors_30d5
first_time_prs_merged_30d4
first_time_prs_decided_30d6

所有权与托管责任

80优秀
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 — IBM 有 8,517 位关注者
25/25既往记录 — 3,925 个公开仓库，账户约 14 年
所用输入
followers8,517
owner_typeOrganization
is_verified—
owner_loginIBM
public_repos3,925
account_age_days5,276

软件包维护

100卓越
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 12 天前
20/20版本历史 — 21 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
packagesmcp-contextforge-gateway
ecosystemspypi
any_deprecated否
min_days_since_publish12

工程质量

基础的工程与文档实践是否到位？

100卓越 · 占总体的 19%

工程实践

100卓越
评分方式
24/24CI 工作流 — 26 个工作流
24/24存在测试
16/16Linter 配置 — .pylintrc, .ruff.toml, eslint.config.js, tox.ini
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 26 out of 26 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config是

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://ibm.github.io/mcp-context-forge/
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsagents, ai, api-gateway, asyncio, authentication-middleware, devops, docker, fastapi, federation, gateway, generative-ai, jwt, kubernetes, llm-agents, mcp, model-context-protocol, observability, prompt-engineering, python, tools
has_wiki是
homepagehttps://ibm.github.io/mcp-context-forge/
has_readme是
has_docs_dir是
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？

76良好 · 占总体的 16%

安全态势

70良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 26 out of 26 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
6/7.5Code-Review — Found 26/30 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 13 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — 无数据
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7
已排除计分（无数据或不适用）：branch_protection, pinned_dependencies。 其余权重已重新归一化。

依赖安全公告

100卓越
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_packages91
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:mcp-contextforge-gateway@1.0.6 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 91 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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

79良好 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 99 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share0.99
agent_instruction_filesAGENTS.md, CLAUDE.md, charts/AGENTS.md, docs/AGENTS.md, plugins/AGENTS.md, tests/AGENTS.md
agent_instruction_max_bytes28,726

验证循环（构建 / 测试 / 类型检查）

82优秀
评分方式
18/18一条命令的引导启动 — Makefile, charts/mcp-stack/Makefile, crates/mcp_runtime/Makefile, crates/wrapper/Makefile, docs/Makefile, mcp-servers/python/compliance_reference_server/Makefile, mcp-servers/python/data_analysis_server/Makefile, mcp-servers/python/graphviz_server/Makefile, mcp-servers/python/mcp-rss-search/Makefile, mcp-servers/python/mcp_eval_server/Makefile, mcp-servers/python/output_schema_test_server/Makefile, mcp-servers/python/python_sandbox_server/Makefile, mcp-servers/python/url_to_markdown_server/Makefile, mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile, mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile, plugins/external/cedar/Makefile, plugins/external/llmguard/Makefile, plugins/external/opa/Makefile, tests/client/Makefile, tests/load/Makefile, tests/performance/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .pylintrc, .ruff.toml, eslint.config.js, tox.ini
11/11静态类型检查 — mcpgateway/py.typed
10/10可复现环境 — devcontainer, Dockerfile, lockfile
2/10已体现的代理实践 — 最近 100 次提交中有 1 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — 无数据
所用输入
has_nix否
has_tests是
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfile是
typed_language否
bootstrap_filesMakefile, charts/mcp-stack/Makefile, crates/mcp_runtime/Makefile, crates/wrapper/Makefile, docs/Makefile, mcp-servers/python/compliance_reference_server/Makefile, mcp-servers/python/data_analysis_server/Makefile, mcp-servers/python/graphviz_server/Makefile, mcp-servers/python/mcp-rss-search/Makefile, mcp-servers/python/mcp_eval_server/Makefile, mcp-servers/python/output_schema_test_server/Makefile, mcp-servers/python/python_sandbox_server/Makefile, mcp-servers/python/url_to_markdown_server/Makefile, mcp-servers/templates/go/{{cookiecutter.project_slug}}/Makefile, mcp-servers/templates/python/{{cookiecutter.project_slug}}/Makefile, plugins/external/cedar/Makefile, plugins/external/llmguard/Makefile, plugins/external/opa/Makefile, tests/client/Makefile, tests/load/Makefile, tests/performance/Makefile
has_devcontainer是
has_linter_config是
typecheck_configsmcpgateway/py.typed
agent_commit_share0.01
toolchain_manifestsCargo.toml, crates/mcp_runtime/Cargo.toml, crates/request_logging_masking_native_extension/Cargo.toml, crates/wrapper/Cargo.toml, mcp-servers/templates/go/{{cookiecutter.project_slug}}/go.mod
dependency_bot_commit_share0
已排除计分（无数据或不适用）：OpenSSF Scorecard：Pinned-Dependencies。 其余权重已重新归一化。

面向模型的代码可读性

79良好
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（mcpgateway/py.typed）
51.6/55可控的文件大小 — 采样的 1,737 个源文件中有 106 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes1,246,496
source_files_sampled1,737
oversized_source_files106

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal是
api_schema_files—

关键数据

4,178GitHub 星标
100贡献者
2,223最近 12 个月提交数
1距最近推送天数
23发布版本数
3巴士系数（bus factor）
938开放议题
crates.io, npm, PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 19 authors (cap 12)

更多细节

Star 与 Fork 历史 0 ★ / 789 ⇿
0Star
789Fork
23发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

0200400600800783202025-052025-122026-08
主版本 1次版本 9修订 8

每个点涵盖 2 天。

OpenSSF Scorecard 7.0 / 10
7.0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 · 2026-08-03 01:14 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests26 out of 26 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 26/30 approved changesets -- score normalized to 8
10Contributorsproject has 13 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
不适用Pinned-Dependenciesinternal error: internal error: invalid Dockerfile
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
直接依赖 48
注册表软件包版本约束清单文件
npm@alpinejs/csp^3.15.8package.json
npmchart.js^4.4.7package.json
npmcodemirror^5.65.18package.json
npmdompurify^3.2.2package.json
npmhtmx.org^2.0.3package.json
npmmarked^15.0.6package.json
PyPIalembic>=1.18.5pyproject.toml
PyPIargon2-cffi>=25.1.0pyproject.toml
PyPIbase58>=2.1.1pyproject.toml
PyPIbrotli>=1.2.0pyproject.toml
PyPIclick>=8.4.2pyproject.toml
PyPIcpex>=0.1.1pyproject.toml
PyPIcryptography>=49.0.0pyproject.toml
PyPIfastapi>=0.140.0pyproject.toml
PyPIfilelock>=3.32.0,<3.33.0pyproject.toml
PyPIgunicorn>=26.0.0pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIidna>=3.18pyproject.toml
PyPIjinja2>=3.1.6pyproject.toml
PyPIjq>=1.12.0pyproject.toml
PyPIjsonpath-ng>=1.8.0pyproject.toml
PyPIjsonschema>=4.26.0pyproject.toml
PyPIMako>=1.3.12pyproject.toml
PyPImcp>=1.28.1,<2pyproject.toml
PyPImsgpack>=1.2.1pyproject.toml
PyPIorjson>=3.11.9pyproject.toml
PyPIparse>=1.22.1pyproject.toml
PyPIprometheus-fastapi-instrumentator>=8.1.0pyproject.toml
PyPIprometheus_client>=0.26.0pyproject.toml
PyPIpsutil>=7.2.2pyproject.toml
PyPIpydantic>=2.13.4pyproject.toml
PyPIpydantic>=2.13.4pyproject.toml
PyPIpydantic-settings>=2.14.2pyproject.toml
PyPIpyjwt>=2.13.0pyproject.toml
PyPIpython-json-logger>=4.1.0pyproject.toml
PyPIpython-multipart>=0.0.32pyproject.toml
PyPIPyYAML>=6.0.3pyproject.toml
PyPIredis>=8.0.1pyproject.toml
PyPIrequests>=2.34.2pyproject.toml
PyPIrequests-oauthlib>=2.0.0pyproject.toml
PyPIsqlalchemy>=2.0.51pyproject.toml
PyPIsse-starlette>=3.4.6pyproject.toml
PyPIstarlette>=1.3.1pyproject.toml
PyPIstarlette-compress>=1.8.0pyproject.toml
PyPItyper>=0.27.0pyproject.toml
PyPIurllib3>=2.7.0pyproject.toml
PyPIuvicorn>=0.51.0pyproject.toml
全部依赖 1,660

来自 GitHub 依赖图的完整解析依赖集合：64 个直接依赖与 1,596 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@alpinejs/csp3.15.12直接
npmchart.js4.5.1直接
npmcodemirror5.65.21直接
npmdompurify3.4.12直接
npmhtmx.org2.0.10直接
npmmarked15.0.12直接
PyPIalembic1.18.5直接
PyPIargon2-cffi25.1.0直接
PyPIbase582.1.1直接
PyPIbrotli—直接
PyPIbrotli1.2.0直接
PyPIclick—直接
PyPIclick8.4.2直接
PyPIcpex0.1.1直接
PyPIcryptography49.0.0直接
PyPIfastapi—直接
PyPIfastapi0.140.0直接
PyPIfilelock3.32.0直接
PyPIgunicorn26.0.0直接
PyPIhttpx—直接
PyPIhttpx0.28.1直接
PyPIidna—直接
PyPIidna3.18直接
PyPIjinja2—直接
PyPIjinja23.1.6直接
PyPIjq1.12.0直接
PyPIjsonpath-ng1.8.0直接
PyPIjsonschema4.26.0直接
PyPImako1.3.12直接
PyPImcp—直接
PyPImcp1.28.1直接
PyPImsgpack1.2.1直接
PyPIorjson—直接
PyPIorjson3.11.9直接
PyPIparse1.22.1直接
PyPIprometheus-client0.26.0直接
PyPIprometheus-fastapi-instrumentator8.1.0直接
PyPIpsutil—直接
PyPIpsutil7.2.2直接
PyPIpydantic—直接
PyPIpydantic2.13.4直接
PyPIpydantic-settings—直接
PyPIpydantic-settings2.14.2直接
PyPIpyjwt2.13.0直接
PyPIpython-json-logger4.1.0直接
PyPIpython-multipart—直接
PyPIpython-multipart0.0.32直接
PyPIpyyaml—直接
PyPIpyyaml6.0.3直接
PyPIredis8.0.1直接
PyPIrequests—直接
PyPIrequests2.34.2直接
PyPIrequests-oauthlib2.0.0直接
PyPIsqlalchemy—直接
PyPIsqlalchemy2.0.51直接
PyPIsse-starlette3.4.6直接
PyPIstarlette—直接
PyPIstarlette1.3.1直接
PyPIstarlette-compress1.8.0直接
PyPItyper0.27.0直接
PyPIurllib3—直接
PyPIurllib32.7.0直接
PyPIuvicorn—直接
PyPIuvicorn0.51.0直接
crates.ioactson—间接
crates.ioactson2.1.0间接
crates.ioaho-corasick1.1.4间接
crates.ioandroid_system_properties0.1.5间接
crates.ioanstream1.0.0间接
crates.ioanstyle1.0.14间接
crates.ioanstyle-parse1.0.0间接
crates.ioanstyle-query1.1.5间接
crates.ioanstyle-wincon3.0.11间接
crates.ioanyhow1.0.102间接
crates.ioarc-swap—间接
crates.ioarc-swap1.9.1间接
crates.ioassert-json-diff2.0.2间接
crates.ioasync-stream—间接
crates.ioasync-stream0.3.6间接
crates.ioasync-stream-impl0.3.6间接
crates.ioasync-trait0.1.89间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.1间接
crates.ioaws-lc-rs1.17.0间接
crates.ioaws-lc-sys0.41.0间接
crates.ioaxum0.8.9间接
crates.ioaxum-core0.5.6间接
crates.iobackon1.6.0间接
crates.iobase640.22.1间接
crates.iobase64ct1.8.3间接
crates.iobitflags2.13.0间接
crates.ioblock-buffer0.10.4间接
crates.ioblock-buffer0.12.1间接
crates.iobtoi0.5.0间接
crates.iobumpalo3.20.3间接
crates.iobyteorder1.5.0间接
crates.iobytes1.12.0间接
crates.iocc1.2.64间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.1间接
crates.iochacha200.10.0间接
crates.iochrono0.4.45间接
crates.ioclap4.6.1间接
crates.ioclap_builder4.6.0间接
crates.ioclap_derive4.6.1间接
crates.ioclap_lex1.1.0间接
crates.iocmake0.1.58间接
crates.iocmov0.5.4间接
crates.iocolorchoice1.0.5间接
crates.iocolored3.1.1间接
crates.iocombine4.6.7间接
crates.ioconst-oid0.10.2间接
crates.ioconst-oid0.9.6间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation-sys0.8.7间接
crates.iocpufeatures0.2.17间接
crates.iocpufeatures0.3.0间接
crates.iocrossbeam-channel0.5.15间接
crates.iocrossbeam-utils0.8.21间接
crates.iocrypto-common0.1.7间接
crates.iocrypto-common0.2.2间接
crates.ioctutils0.4.2间接
crates.iodeadpool0.12.3间接
crates.iodeadpool-postgres—间接
crates.iodeadpool-postgres0.14.1间接
crates.iodeadpool-runtime0.1.4间接
crates.ioder0.7.10间接
crates.ioder_derive0.7.3间接
crates.ioderanged0.5.8间接
crates.iodigest0.10.7间接
crates.iodigest0.11.3间接
crates.iodisplaydoc0.2.6间接
crates.iodotenvy—间接
crates.iodotenvy0.15.7间接
crates.iodunce1.0.5间接
crates.ioeither1.16.0间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.iofallible-iterator0.2.0间接
crates.iofastrand2.4.1间接
crates.iofind-msvc-tools0.1.9间接
crates.ioflagset0.4.7间接
crates.ioflume—间接
crates.ioflume0.12.0间接
crates.iofnv1.0.7间接
crates.ioform_urlencoded1.2.2间接
crates.iofs_extra1.3.0间接
crates.iofutures0.3.32间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-executor0.3.32间接
crates.iofutures-io0.3.32间接
crates.iofutures-macro0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogeneric-array0.14.7间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.3.4间接
crates.iogetrandom0.4.3间接
crates.ioh20.4.15间接
crates.iohashbrown0.17.1间接
crates.ioheck0.5.0间接
crates.iohermit-abi0.5.2间接
crates.iohmac0.13.0间接
crates.iohttp—间接
crates.iohttp1.4.2间接
crates.iohttp-body1.0.1间接
crates.iohttp-body-util0.1.3间接
crates.iohttparse1.10.1间接
crates.iohttpdate1.0.3间接
crates.iohybrid-array0.4.12间接
crates.iohyper1.10.1间接
crates.iohyper-rustls0.27.9间接
crates.iohyper-timeout0.5.2间接
crates.iohyper-util0.1.20间接
crates.ioiana-time-zone0.1.65间接
crates.ioiana-time-zone-haiku0.1.2间接
crates.ioicu_collections2.1.1间接
crates.ioicu_locale_core2.1.1间接
crates.ioicu_normalizer2.1.1间接
crates.ioicu_normalizer_data2.1.1间接
crates.ioicu_properties2.1.2间接
crates.ioicu_properties_data2.1.2间接
crates.ioicu_provider2.1.1间接
crates.ioidna1.1.0间接
crates.ioidna_adapter1.2.1间接
crates.ioindexmap2.14.0间接
crates.ioipnet2.12.0间接
crates.ioipnetwork—间接
crates.ioipnetwork0.21.1间接
crates.iois_terminal_polyfill1.70.2间接
crates.ioitertools0.14.0间接
crates.ioitoa1.0.18间接
crates.iojni0.22.4间接
crates.iojni-macros0.22.4间接
crates.iojni-sys0.4.1间接
crates.iojni-sys-macros0.4.1间接
crates.iojobserver0.1.34间接
crates.iojs-sys0.3.102间接
crates.iojsonrpc-core—间接
crates.iojsonrpc-core18.0.0间接
crates.iolazy_static1.5.0间接
crates.iolibc—间接
crates.iolibc0.2.186间接
crates.iolibmimalloc-sys0.1.49间接
crates.iolibredox0.1.17间接
crates.iolinux-raw-sys0.12.1间接
crates.iolitemap0.8.2间接
crates.iolock_api0.4.14间接
crates.iolog0.4.32间接
crates.iolru-slab0.1.2间接
crates.iomatchers0.2.0间接
crates.iomatchit0.8.4间接
crates.iomd-50.11.0间接
crates.iomemchr2.8.2间接
crates.iomimalloc—间接
crates.iomimalloc0.1.52间接
crates.iomime0.3.17间接
crates.iominimal-lexical0.2.1间接
crates.iomio1.2.1间接
crates.iomockito—间接
crates.iomockito1.7.2间接
crates.ionix0.31.3间接
crates.ionom—间接
crates.ionom7.1.3间接
crates.ionu-ansi-term0.50.3间接
crates.ionum-bigint0.4.6间接
crates.ionum-conv0.2.2间接
crates.ionum-integer0.1.46间接
crates.ionum-traits0.2.19间接
crates.ionum_cpus1.17.0间接
crates.ioobjc2-core-foundation0.3.2间接
crates.ioobjc2-system-configuration0.3.2间接
crates.ioonce_cell1.21.4间接
crates.ioonce_cell_polyfill1.70.2间接
crates.ioopenssl-probe0.2.1间接
crates.ioopentelemetry—间接
crates.ioopentelemetry0.31.0间接
crates.ioopentelemetry-http0.31.0间接
crates.ioopentelemetry-otlp—间接
crates.ioopentelemetry-otlp0.31.1间接
crates.ioopentelemetry-proto0.31.0间接
crates.ioopentelemetry_sdk—间接
crates.ioopentelemetry_sdk0.31.0间接
crates.ioparking_lot0.12.5间接
crates.ioparking_lot_core0.9.12间接
crates.iopercent-encoding2.3.2间接
crates.iophf0.13.1间接
crates.iophf_shared0.13.1间接
crates.iopin-project1.1.13间接
crates.iopin-project-internal1.1.13间接
crates.iopin-project-lite0.2.17间接
crates.ioportable-atomic1.13.1间接
crates.iopostgres-protocol0.6.12间接
crates.iopostgres-types0.2.14间接
crates.iopotential_utf0.1.5间接
crates.iopowerfmt0.2.0间接
crates.ioppv-lite860.2.21间接
crates.ioproc-macro21.0.106间接
crates.ioprocess-wrap9.1.0间接
crates.ioprost0.14.4间接
crates.ioprost-derive0.14.4间接
crates.iopyo30.29.0间接
crates.iopyo3-build-config0.29.0间接
crates.iopyo3-ffi0.29.0间接
crates.iopyo3-macros0.29.0间接
crates.iopyo3-macros-backend0.29.0间接
crates.ioquinn0.11.9间接
crates.ioquinn-proto0.11.14间接
crates.ioquinn-udp0.5.14间接
crates.ioquote1.0.45间接
crates.ior-efi5.3.0间接
crates.ior-efi6.0.0间接
crates.iorand0.10.1间接
crates.iorand0.8.6间接
crates.iorand0.9.4间接
crates.iorand_chacha0.3.1间接
crates.iorand_chacha0.9.0间接
crates.iorand_core0.10.1间接
crates.iorand_core0.6.4间接
crates.iorand_core0.9.5间接
crates.ioredis0.32.7间接
crates.ioredox_syscall0.5.18间接
crates.ioregex1.12.4间接
crates.ioregex-automata0.4.14间接
crates.ioregex-syntax0.8.11间接
crates.ioreqwest—间接
crates.ioreqwest0.12.28间接
crates.ioreqwest0.13.4间接
crates.ioring0.17.14间接
crates.iormcp1.7.0间接
crates.iorustc-hash2.1.2间接
crates.iorustc_version0.4.1间接
crates.iorustix1.1.4间接
crates.iorustls—间接
crates.iorustls0.23.40间接
crates.iorustls-native-certs—间接
crates.iorustls-native-certs0.8.4间接
crates.iorustls-pki-types1.14.1间接
crates.iorustls-platform-verifier0.7.0间接
crates.iorustls-platform-verifier-android0.1.1间接
crates.iorustls-webpki0.103.13间接
crates.iorustversion1.0.22间接
crates.ioryu1.0.23间接
crates.iosame-file1.0.6间接
crates.ioschannel0.1.29间接
crates.ioscopeguard1.2.0间接
crates.iosecurity-framework3.7.0间接
crates.iosecurity-framework-sys2.17.0间接
crates.iosemver1.0.28间接
crates.ioserde1.0.228间接
crates.ioserde_core1.0.228间接
crates.ioserde_derive1.0.228间接
crates.ioserde_json1.0.150间接
crates.ioserde_path_to_error0.1.20间接
crates.ioserde_spanned1.1.1间接
crates.ioserde_urlencoded0.7.1间接
crates.iosha1_smol1.0.1间接
crates.iosha20.10.9间接
crates.iosha20.11.0间接
crates.iosharded-slab0.1.7间接
crates.ioshlex2.0.1间接
crates.iosignal-hook-registry1.4.8间接
crates.iosimd_cesu81.1.1间接
crates.iosimdutf80.1.5间接
crates.iosimilar2.7.0间接
crates.iosiphasher1.0.3间接
crates.ioslab0.4.12间接
crates.iosmallvec1.15.2间接
crates.iosocket20.6.4间接
crates.iospin0.9.8间接
crates.iospki0.7.3间接
crates.iosse-stream0.2.3间接
crates.iostable_deref_trait1.2.1间接
crates.iostringprep0.1.5间接
crates.iostrsim0.11.1间接
crates.iosubtle2.6.1间接
crates.iosymlink0.1.0间接
crates.iosyn2.0.118间接
crates.iosync_wrapper1.0.2间接
crates.iosynstructure0.13.2间接
crates.iotarget-lexicon0.13.5间接
crates.iotempfile—间接
crates.iotempfile3.27.0间接
crates.iothiserror2.0.18间接
crates.iothiserror-impl2.0.18间接
crates.iothread_local1.1.9间接
crates.iotime—间接
crates.iotime0.3.49间接
crates.iotime-core0.1.9间接
crates.iotime-macros0.2.29间接
crates.iotinystr0.8.3间接
crates.iotinyvec1.11.0间接
crates.iotinyvec_macros0.1.1间接
crates.iotls_codec0.4.2间接
crates.iotls_codec_derive0.4.2间接
crates.iotokio1.52.3间接
crates.iotokio-macros2.7.0间接
crates.iotokio-postgres—间接
crates.iotokio-postgres0.7.18间接
crates.iotokio-postgres-rustls—间接
crates.iotokio-postgres-rustls0.13.0间接
crates.iotokio-rustls0.26.4间接
crates.iotokio-stream0.1.18间接
crates.iotokio-test—间接
crates.iotokio-test0.4.5间接
crates.iotokio-util0.7.18间接
crates.iotoml—间接
crates.iotoml0.9.12+spec-1.1.0间接
crates.iotoml_datetime0.7.5+spec-1.1.0间接
crates.iotoml_parser1.1.2+spec-1.1.0间接
crates.iotoml_writer1.1.1+spec-1.1.0间接
crates.iotonic—间接
crates.iotonic0.14.5间接
crates.iotonic-prost0.14.5间接
crates.iotower—间接
crates.iotower0.5.3间接
crates.iotower-http0.6.11间接
crates.iotower-layer0.3.3间接
crates.iotower-service0.3.3间接
crates.iotracing0.1.44间接
crates.iotracing-appender—间接
crates.iotracing-appender0.2.5间接
crates.iotracing-attributes0.1.31间接
crates.iotracing-core0.1.36间接
crates.iotracing-log0.2.0间接
crates.iotracing-opentelemetry—间接
crates.iotracing-opentelemetry0.32.1间接
crates.iotracing-subscriber0.3.23间接
crates.iotracing-test—间接
crates.iotracing-test0.2.6间接
crates.iotracing-test-macro0.2.6间接
crates.iotry-lock0.2.5间接
crates.iotypenum1.20.1间接
crates.iounicode-bidi0.3.18间接
crates.iounicode-ident1.0.24间接
crates.iounicode-normalization0.1.25间接
crates.iounicode-properties0.1.4间接
crates.iountrusted0.9.0间接
crates.iourl2.5.8间接
crates.ioutf8_iter1.0.4间接
crates.ioutf8parse0.2.2间接
crates.iouuid1.23.0间接
crates.iovaluable0.1.1间接
crates.ioversion_check0.9.5间接
crates.iowalkdir2.5.0间接
crates.iowant0.3.1间接
crates.iowasi0.11.1+wasi-snapshot-preview1间接
crates.iowasi0.14.7+wasi-0.2.4间接
crates.iowasip21.0.1+wasi-0.2.4间接
crates.iowasite1.0.2间接
crates.iowasm-bindgen0.2.125间接
crates.iowasm-bindgen-futures0.4.75间接
crates.iowasm-bindgen-macro0.2.125间接
crates.iowasm-bindgen-macro-support0.2.125间接
crates.iowasm-bindgen-shared0.2.125间接
crates.iowasm-streams0.4.2间接
crates.iowasm-streams0.5.0间接
crates.ioweb-sys0.3.102间接
crates.ioweb-time1.1.0间接
crates.iowebpki-root-certs1.0.8间接
crates.iowhoami2.1.2间接
crates.iowinapi-util0.1.11间接
crates.iowindows0.62.2间接
crates.iowindows-collections0.3.2间接
crates.iowindows-core0.62.2间接
crates.iowindows-future0.3.2间接
crates.iowindows-implement0.60.2间接
crates.iowindows-interface0.59.3间接
crates.iowindows-link0.2.1间接
crates.iowindows-numerics0.3.1间接
crates.iowindows-result0.4.1间接
crates.iowindows-strings0.5.1间接
crates.iowindows-sys0.52.0间接
crates.iowindows-sys0.60.2间接
crates.iowindows-sys0.61.2间接
crates.iowindows-targets0.52.6间接
crates.iowindows-targets0.53.5间接
crates.iowindows-threading0.2.1间接
crates.iowindows_aarch64_gnullvm0.52.6间接
crates.iowindows_aarch64_gnullvm0.53.1间接
crates.iowindows_aarch64_msvc0.52.6间接
crates.iowindows_aarch64_msvc0.53.1间接
crates.iowindows_i686_gnu0.52.6间接
crates.iowindows_i686_gnu0.53.1间接
crates.iowindows_i686_gnullvm0.52.6间接
crates.iowindows_i686_gnullvm0.53.1间接
crates.iowindows_i686_msvc0.52.6间接
crates.iowindows_i686_msvc0.53.1间接
crates.iowindows_x86_64_gnu0.52.6间接
crates.iowindows_x86_64_gnu0.53.1间接
crates.iowindows_x86_64_gnullvm0.52.6间接
crates.iowindows_x86_64_gnullvm0.53.1间接
crates.iowindows_x86_64_msvc0.52.6间接
crates.iowindows_x86_64_msvc0.53.1间接
crates.iowinnow0.7.15间接
crates.iowinnow1.0.3间接
crates.iowit-bindgen0.46.0间接
crates.iowriteable0.6.3间接
crates.iox509-cert0.2.5间接
crates.ioyoke0.8.3间接
crates.ioyoke-derive0.8.2间接
crates.iozerocopy0.8.52间接
crates.iozerocopy-derive0.8.52间接
crates.iozerofrom0.1.8间接
crates.iozerofrom-derive0.1.7间接
crates.iozeroize1.9.0间接
crates.iozeroize_derive1.5.0间接
crates.iozerotrie0.2.4间接
crates.iozerovec0.11.6间接
crates.iozerovec-derive0.11.3间接
crates.iozmij1.0.21间接
npm@acemir/cssom0.9.31间接
npm@alloc/quick-lru5.2.0间接
npm@asamuzakjp/css-color5.1.11间接
npm@asamuzakjp/dom-selector6.8.1间接
npm@asamuzakjp/generational-cache1.0.1间接
npm@asamuzakjp/nwsapi2.3.9间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@biomejs/biome2.5.5间接
npm@biomejs/cli-darwin-arm642.5.5间接
npm@biomejs/cli-darwin-x642.5.5间接
npm@biomejs/cli-linux-arm642.5.5间接
npm@biomejs/cli-linux-arm64-musl2.5.5间接
npm@biomejs/cli-linux-x642.5.5间接
npm@biomejs/cli-linux-x64-musl2.5.5间接
npm@biomejs/cli-win32-arm642.5.5间接
npm@biomejs/cli-win32-x642.5.5间接
npm@bramus/specificity2.4.2间接
npm@cacheable/memory2.2.0间接
npm@cacheable/utils2.5.0间接
npm@colordx/core5.5.0间接
npm@csstools/color-helpers6.1.0间接
npm@csstools/css-calc3.2.1间接
npm@csstools/css-color-parser4.1.9间接
npm@csstools/css-parser-algorithms4.0.0间接
npm@csstools/css-syntax-patches-for-csstree1.1.6间接
npm@csstools/css-tokenizer4.0.0间接
npm@csstools/media-query-list-parser5.0.0间接
npm@csstools/selector-resolve-nested4.0.0间接
npm@csstools/selector-specificity6.0.0间接
npm@emnapi/core1.10.0间接
npm@emnapi/runtime1.10.0间接
npm@emnapi/wasi-threads1.2.1间接
npm@esbuild/aix-ppc640.28.1间接
npm@esbuild/android-arm0.28.1间接
npm@esbuild/android-arm640.28.1间接
npm@esbuild/android-x640.28.1间接
npm@esbuild/darwin-arm640.28.1间接
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npmpostcss-normalize-string7.0.3间接
npmpostcss-normalize-timing-functions7.0.3间接
npmpostcss-normalize-unicode7.0.9间接
npmpostcss-normalize-url7.0.3间接
npmpostcss-normalize-whitespace7.0.3间接
npmpostcss-ordered-values7.0.4间接
npmpostcss-reduce-initial7.0.9间接
npmpostcss-reduce-transforms7.0.3间接
npmpostcss-reporter7.1.0间接
npmpostcss-safe-parser7.0.1间接
npmpostcss-selector-parser6.1.4间接
npmpostcss-selector-parser7.1.4间接
npmpostcss-sorting9.1.0间接
npmpostcss-svgo7.1.3间接
npmpostcss-unique-selectors7.0.7间接
npmpostcss-value-parser4.2.0间接
npmprelude-ls1.2.1间接
npmprettier3.9.6间接
npmprettier-linter-helpers1.0.1间接
npmpretty-hrtime1.0.3间接
npmprop-types15.8.1间接
npmproxy-agent6.5.0间接
npmproxy-from-env1.1.0间接
npmpunycode2.3.1间接
npmqified0.10.1间接
npmqueue-microtask1.2.3间接
npmreact-is16.13.1间接
npmread-cache1.0.0间接
npmreaddirp3.6.0间接
npmreflect.getprototypeof1.0.10间接
npmregexp.prototype.flags1.5.4间接
npmrequire-directory2.1.1间接
npmrequire-from-string2.0.2间接
npmresolve1.22.12间接
npmresolve2.0.0-next.7间接
npmresolve-from4.0.0间接
npmresolve-pkg-maps1.0.0间接
npmretire5.4.3间接
npmreusify1.1.0间接
npmrollup4.62.2间接
npmrun-parallel1.2.0间接
npmsafe-array-concat1.1.4间接
npmsafe-push-apply1.0.0间接
npmsafe-regex-test1.1.0间接
npmsax1.6.0间接
npmsaxes6.0.0间接
npmsemver6.3.1间接
npmsemver7.8.5间接
npmset-function-length1.2.2间接
npmset-function-name2.0.2间接
npmset-proto1.0.0间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmside-channel1.1.1间接
npmside-channel-list1.0.1间接
npmside-channel-map1.0.1间接
npmside-channel-weakmap1.0.2间接
npmsiginfo2.0.0间接
npmsignal-exit4.1.0间接
npmsirv3.0.2间接
npmslash5.1.0间接
npmslice-ansi4.0.0间接
npmsmart-buffer4.2.0间接
npmsocks2.8.9间接
npmsocks-proxy-agent8.0.5间接
npmsource-map0.6.1间接
npmsource-map-js1.2.1间接
npmsource-map-support0.5.21间接
npmstable-hash0.0.5间接
npmstable-hash-x0.2.0间接
npmstackback0.0.2间接
npmstd-env4.2.0间接
npmstop-iteration-iterator1.1.0间接
npmstring-width4.2.3间接
npmstring-width8.2.2间接
npmstring.prototype.matchall4.0.12间接
npmstring.prototype.repeat1.0.0间接
npmstring.prototype.trim1.2.11间接
npmstring.prototype.trimend1.0.10间接
npmstring.prototype.trimstart1.0.8间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-bom3.0.0间接
npmstrip-json-comments3.1.1间接
npmstyle-search0.1.0间接
npmstylehacks7.0.11间接
npmstylelint17.14.1间接
npmstylelint-config-recommended18.0.0间接
npmstylelint-config-standard40.0.0间接
npmstylelint-order7.0.1间接
npmsucrase3.35.1间接
npmsupports-color10.2.2间接
npmsupports-color7.2.0间接
npmsupports-hyperlinks4.5.0间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmsvg-tags1.0.0间接
npmsvgo4.0.2间接
npmsymbol-tree3.2.4间接
npmsynckit0.11.13间接
npmtable6.9.0间接
npmtailwindcss3.4.19间接
npmtapable2.3.3间接
npmterser5.49.0间接
npmthenby1.4.1间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtinybench2.9.0间接
npmtinyexec1.2.4间接
npmtinyglobby0.2.17间接
npmtinyrainbow3.1.0间接
npmtldts7.4.9间接
npmtldts-core7.4.9间接
npmto-regex-range5.0.1间接
npmtotalist3.0.1间接
npmtough-cookie6.0.2间接
npmtr466.0.0间接
npmts-api-utils2.5.0间接
npmts-declaration-location1.0.7间接
npmts-interface-checker0.1.13间接
npmtsconfig-paths3.15.0间接
npmtslib2.8.1间接
npmtype-check0.4.0间接
npmtyped-array-buffer1.0.3间接
npmtyped-array-byte-length1.0.3间接
npmtyped-array-byte-offset1.0.4间接
npmtyped-array-length1.0.8间接
npmtypescript6.0.3间接
npmtypescript-eslint8.65.0间接
npmunbox-primitive1.1.0间接
npmundici7.28.0间接
npmunicorn-magic0.4.0间接
npmuniversalify2.0.1间接
npmunrs-resolver1.12.2间接
npmupdate-browserslist-db1.2.3间接
npmuri-js4.4.1间接
npmutil-deprecate1.0.2间接
npmvite7.3.6间接
npmvite-plugin-compression0.5.1间接
npmvitest4.1.10间接
npmw3c-xmlserializer5.0.0间接
npmwalkdir0.4.1间接
npmwebidl-conversions8.0.1间接
npmwhatwg-mimetype5.0.0间接
npmwhatwg-url16.0.1间接
npmwhich1.3.1间接
npmwhich2.0.2间接
npmwhich-boxed-primitive1.1.1间接
npmwhich-builtin-type1.2.1间接
npmwhich-collection1.0.2间接
npmwhich-typed-array1.1.22间接
npmwhy-is-node-running2.3.0间接
npmword-wrap1.2.5间接
npmwrap-ansi7.0.0间接
npmwrite-file-atomic7.0.1间接
npmxml1.0.1间接
npmxml-name-validator5.0.0间接
npmxmlchars2.2.0间接
npmy18n5.0.8间接
npmyallist3.1.1间接
npmyaml2.9.0间接
npmyargs17.7.3间接
npmyargs-parser21.1.1间接
npmyocto-queue0.1.0间接
npmzod3.25.76间接
PyPIa2a-sdk1.0.2间接
PyPIactdiag—间接
PyPIaiofile3.11.1间接
PyPIaiofiles—间接
PyPIaiohappyeyeballs2.7.1间接
PyPIaiohttp—间接
PyPIaiohttp3.14.1间接
PyPIaiologic0.17.1间接
PyPIaiosignal1.4.0间接
PyPIaiosqlite0.22.1间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIansicon1.89.0间接
PyPIanthropic—间接
PyPIanyio4.14.2间接
PyPIargon2-cffi-bindings25.1.0间接
PyPIargparse-manpage4.7间接
PyPIarrow1.4.0间接
PyPIast-serialize0.6.0间接
PyPIasync-timeout5.0.1间接
PyPIasyncpg0.31.0间接
PyPIattrs26.1.0间接
PyPIauthlib1.7.2间接
PyPIautoflake2.3.3间接
PyPIbabel—间接
PyPIbackports-tarfile1.2.0间接
PyPIbandit1.9.4间接
PyPIbeartype0.22.9间接
PyPIbeautifulsoup4—间接
PyPIbidict0.23.1间接
PyPIbinaryornot0.6.0间接
PyPIblack—间接
PyPIblack26.5.1间接
PyPIblessed1.47.0间接
PyPIblinker1.9.0间接
PyPIblockdiag—间接
PyPIboolean-py5.0间接
PyPIboto3—间接
PyPIbotocore—间接
PyPIbracex—间接
PyPIbrotlicffi1.2.0.1间接
PyPIbuild1.5.0间接
PyPIbump2version1.0.1间接
PyPIcachecontrol0.14.4间接
PyPIcachetools—间接
PyPIcachetools7.1.4间接
PyPIcaio0.9.25间接
PyPIcairocffi—间接
PyPIcairosvg—间接
PyPIcertifi—间接
PyPIcertifi2026.6.17间接
PyPIcffi—间接
PyPIcffi2.1.0间接
PyPIcfgv3.5.0间接
PyPIchardet—间接
PyPIchardet7.4.3间接
PyPIcharset-normalizer—间接
PyPIcharset-normalizer3.4.9间接
PyPIcheck-manifest0.51间接
PyPIcode2flow2.5.1间接
PyPIcolorama—间接
PyPIcolorama0.4.6间接
PyPIcompliance-reference-server0.2.0间接
PyPIconfigargparse1.7.5间接
PyPIcookiecutter2.7.1间接
PyPIcoverage7.15.2间接
PyPIcpex-encoded-exfil-detection0.3.6间接
PyPIcpex-pii-filter0.3.6间接
PyPIcpex-rate-limiter0.1.7间接
PyPIcpex-retry-with-backoff0.3.7间接
PyPIcpex-secrets-detection0.3.10间接
PyPIcpex-sql-sanitizer0.1.0间接
PyPIcpex-url-reputation0.3.5间接
PyPIcsscompressor—间接
PyPIcssselect2—间接
PyPIculsans0.11.0间接
PyPIcyclonedx-python-lib11.11.0间接
PyPIcyclopts4.21.1间接
PyPIdebugpy1.8.21间接
PyPIdefusedxml—间接
PyPIdefusedxml0.7.1间接
PyPIdiff-cover10.3.0间接
PyPIdiskcache—间接
PyPIdistlib0.4.3间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.23间接
PyPIdodgy0.2.1间接
PyPIeditor1.8.0间接
PyPIeditorconfig—间接
PyPIemail-validator2.3.0间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIfaker—间接
PyPIfaker40.31.0间接
PyPIfakeredis2.36.2间接
PyPIfastmcp—间接
PyPIfastmcp3.4.4间接
PyPIfastmcp-slim3.4.4间接
PyPIfawltydeps0.20.0间接
PyPIfeedparser—间接
PyPIflask3.1.3间接
PyPIflask-cors6.0.5间接
PyPIflask-login0.6.3间接
PyPIflatten-json—间接
PyPIfonttools—间接
PyPIfrozenlist1.8.0间接
PyPIfuncparserlib—间接
PyPIgevent25.9.1间接
PyPIgeventhttpclient2.3.9间接
PyPIghp-import—间接
PyPIgitdb—间接
PyPIgitpython—间接
PyPIgoogle-api-core2.32.0间接
PyPIgoogle-auth2.56.0间接
PyPIgoogle-generativeai—间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgprof2dot2025.4.14间接
PyPIgraphql-core3.2.11间接
PyPIgreenlet3.5.3间接
PyPIgriffelib2.1.0间接
PyPIgrpcio1.83.0间接
PyPIgrpcio-reflection1.83.0间接
PyPIgrpcio-tools1.83.0间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIharfile0.5.0间接
PyPIhatchling—间接
PyPIhiredis3.4.0间接
PyPIhpack4.2.0间接
PyPIhtml2text—间接
PyPIhtml5lib—间接
PyPIhtmlmin2—间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx-sse0.4.3间接
PyPIhyperframe6.1.0间接
PyPIhypothesis6.156.6间接
PyPIhypothesis-graphql0.13.1间接
PyPIhypothesis-jsonschema0.23.1间接
PyPIibm-watsonx-ai—间接
PyPIid1.6.1间接
PyPIidentify2.6.19间接
PyPIimmutabledict4.3.1间接
PyPIimportlab0.8.1间接
PyPIimportlib-metadata—间接
PyPIimportlib-metadata9.0.0间接
PyPIiniconfig2.3.0间接
PyPIinquirer3.4.1间接
PyPIisort—间接
PyPIisort8.0.1间接
PyPIitsdangerous2.2.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.6.0间接
PyPIjeepney0.9.0间接
PyPIjinxed2.1.0间接
PyPIjiter0.16.0间接
PyPIjoserfc1.7.3间接
PyPIjsbeautifier—间接
PyPIjsmin—间接
PyPIjson-rpc1.15.0间接
PyPIjsonpatch1.33间接
PyPIjsonpointer3.1.1间接
PyPIjsonref1.1.0间接
PyPIjsonschema-path0.5.0间接
PyPIjsonschema-rs0.48.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring25.7.0间接
PyPIlangchain-core1.5.1间接
PyPIlangchain-mcp-adapters0.3.0间接
PyPIlangchain-ollama1.1.0间接
PyPIlangchain-openai1.4.1间接
PyPIlangchain-protocol0.0.18间接
PyPIlanggraph1.2.0间接
PyPIlanggraph-checkpoint4.1.1间接
PyPIlanggraph-prebuilt1.1.0间接
PyPIlanggraph-sdk0.3.15间接
PyPIlangsmith0.10.10间接
PyPIlibcst1.8.6间接
PyPIlibrt0.13.0间接
PyPIlibsass—间接
PyPIlicense-expression30.4.4间接
PyPIlinkify-it-py2.1.0间接
PyPIlivereload—间接
PyPIlocust—间接
PyPIlocust2.45.0间接
PyPIlupa2.8间接
PyPIlxml—间接
PyPImando0.7.1间接
PyPImarkdown—间接
PyPImarkdown-blockdiag—间接
PyPImarkdown-include—间接
PyPImarkdown-it-py4.2.0间接
PyPImarkdownify—间接
PyPImarkupsafe—间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib—间接
PyPImaturin—间接
PyPImaturin1.14.1间接
PyPImcp-contextforge-gateway1.0.6间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImemory-profiler—间接
PyPImemray1.19.3间接
PyPImergedeep—间接
PyPImike—间接
PyPImkdocs—间接
PyPImkdocs-awesome-pages-plugin—间接
PyPImkdocs-blog-plugin—间接
PyPImkdocs-enumerate-headings-plugin—间接
PyPImkdocs-git-authors-plugin—间接
PyPImkdocs-git-revision-date-localized-plugin—间接
PyPImkdocs-glightbox—间接
PyPImkdocs-include-markdown-plugin—间接
PyPImkdocs-material—间接
PyPImkdocs-material-extensions—间接
PyPImkdocs-mermaid-plugin—间接
PyPImkdocs-mermaid2-plugin—间接
PyPImkdocs-minify-plugin—间接
PyPImkdocs-pdf-export-plugin—间接
PyPImkdocs-plugin-inline-svg—间接
PyPImkdocs-rss-plugin—间接
PyPImkdocs-table-reader-plugin—间接
PyPImkdocs-with-pdf—间接
PyPImkdocstrings—间接
PyPImore-itertools11.1.0间接
PyPImsgspec0.21.1间接
PyPImultidict6.7.1间接
PyPImypy—间接
PyPImypy2.3.0间接
PyPImypy-extensions1.1.0间接
PyPInatsort—间接
PyPInetworkx3.6.1间接
PyPInh30.3.6间接
PyPIninja1.13.0间接
PyPInodeenv1.10.0间接
PyPInumpy—间接
PyPInwdiag—间接
PyPIoauthlib3.3.1间接
PyPIollama0.6.2间接
PyPIopenai—间接
PyPIopenai2.46.0间接
PyPIopenapi-pydantic0.5.1间接
PyPIopenpyxl—间接
PyPIopentelemetry-api1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.44.0间接
PyPIopentelemetry-proto1.44.0间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIormsgpack1.12.2间接
PyPIoutcome1.3.0.post0间接
PyPIpackageurl-python0.17.6间接
PyPIpackaging—间接
PyPIpackaging26.2间接
PyPIpaginate—间接
PyPIpandas—间接
PyPIpathable0.6.0间接
PyPIpathspec—间接
PyPIpathspec1.1.1间接
PyPIpexpect4.9.0间接
PyPIpillow—间接
PyPIpip26.1.2间接
PyPIpip-api0.0.34间接
PyPIpip-audit2.10.1间接
PyPIpip-licenses5.5.5间接
PyPIpip-requirements-parser32.0.1间接
PyPIpipdeptree3.1.1间接
PyPIplatformdirs—间接
PyPIplatformdirs4.10.0间接
PyPIplaywright1.61.0间接
PyPIplotly—间接
PyPIpluggy1.6.0间接
PyPIpre-commit—间接
PyPIpre-commit4.6.0间接
PyPIprettytable3.18.0间接
PyPIpropcache0.5.2间接
PyPIproto-plus1.28.1间接
PyPIprotobuf7.35.1间接
PyPIpsycopg3.3.4间接
PyPIpsycopg-binary3.3.4间接
PyPIpsycopg-c3.3.4间接
PyPIptyprocess0.7.0间接
PyPIpy-cpuinfo9.0.0间接
PyPIpy-key-value-aio0.4.5间接
PyPIpy-serializable2.1.0间接
PyPIpy-spy0.4.2间接
PyPIpyarrow—间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpycnite2024.7.31间接
PyPIpycparser—间接
PyPIpycparser3.0间接
PyPIpydantic-core2.46.4间接
PyPIpydocstyle6.3.0间接
PyPIpydot4.0.1间接
PyPIpydyf—间接
PyPIpyee13.0.1间接
PyPIpyflakes3.4.0间接
PyPIpygithub2.9.1间接
PyPIpygments—间接
PyPIpygments2.20.0间接
PyPIpymdown-extensions—间接
PyPIpymupdf—间接
PyPIpynacl1.6.2间接
PyPIpyparsing—间接
PyPIpyparsing3.3.2间接
PyPIpyperclip1.11.0间接
PyPIpyphen—间接
PyPIpyproject-api1.10.1间接
PyPIpyproject-hooks1.2.0间接
PyPIpyrate-limiter4.4.0间接
PyPIpyrefly1.1.1间接
PyPIpyright1.1.411间接
PyPIpyroma5.0.1间接
PyPIpytest—间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio—间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-base-url2.1.0间接
PyPIpytest-benchmark5.2.3间接
PyPIpytest-cov—间接
PyPIpytest-cov7.1.0间接
PyPIpytest-env1.6.0间接
PyPIpytest-examples0.0.18间接
PyPIpytest-html4.2.0间接
PyPIpytest-httpx—间接
PyPIpytest-httpx0.36.2间接
PyPIpytest-instafail0.5.0间接
PyPIpytest-integration-mark0.2.0间接
PyPIpytest-metadata3.1.1间接
PyPIpytest-mock—间接
PyPIpytest-playwright0.8.0间接
PyPIpytest-rerunfailures16.4间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-trio0.8.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil—间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.4.4间接
PyPIpython-docx—间接
PyPIpython-dotenv—间接
PyPIpython-dotenv1.2.2间接
PyPIpython-engineio4.13.3间接
PyPIpython-owasp-zap-v2-40.1.0间接
PyPIpython-pptx—间接
PyPIpython-slugify8.0.4间接
PyPIpython-socketio5.16.3间接
PyPIpytokens0.4.1间接
PyPIpytype2024.10.11间接
PyPIpytz—间接
PyPIpyupgrade3.21.2间接
PyPIpywin32312间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml-env-tag—间接
PyPIpyyaml-ft8.0.0间接
PyPIpyzmq27.1.0间接
PyPIradon6.0.1间接
PyPIrank-bm25—间接
PyPIreadability-lxml—间接
PyPIreadchar4.2.2间接
PyPIreadme-renderer45.0间接
PyPIreferencing0.37.0间接
PyPIregex—间接
PyPIregex2026.7.10间接
PyPIrequests-toolbelt1.0.0间接
PyPIrestrictedpython—间接
PyPIrfc39862.0.0间接
PyPIrich—间接
PyPIrich15.0.0间接
PyPIrich-rst2.1.0间接
PyPIrpds-py2026.6.3间接
PyPIruff—间接
PyPIruff0.15.22间接
PyPIruns1.3.0间接
PyPIschemathesis4.23.0间接
PyPIscikit-learn—间接
PyPIscipy—间接
PyPIseaborn—间接
PyPIsecretstorage3.5.0间接
PyPIsentence-transformers—间接
PyPIseqdiag—间接
PyPIsettings-doc4.3.2间接
PyPIsetuptools83.0.0间接
PyPIshellingham1.5.4间接
PyPIsimple-websocket1.1.0间接
PyPIsix—间接
PyPIsix1.17.0间接
PyPIsmmap—间接
PyPIsnakeviz2.2.2间接
PyPIsniffio1.3.1间接
PyPIsnowballstemmer3.1.1间接
PyPIsortedcontainers2.4.0间接
PyPIsoupsieve—间接
PyPIstarlette-testclient0.4.1间接
PyPIstatsmodels—间接
PyPIstevedore5.9.0间接
PyPItabulate—间接
PyPItabulate0.10.0间接
PyPItenacity—间接
PyPItenacity9.1.4间接
PyPItext-unidecode1.3间接
PyPItextstat—间接
PyPItextual8.2.8间接
PyPItiktoken0.13.0间接
PyPItinycss2—间接
PyPItokenize-rt6.2.0间接
PyPItoml0.10.2间接
PyPItomli2.4.1间接
PyPItomli-w1.2.0间接
PyPItomlkit0.15.1间接
PyPItornado6.5.7间接
PyPItox4.56.4间接
PyPItox-uv1.35.2间接
PyPItox-uv-bare1.35.2间接
PyPItqdm—间接
PyPItqdm4.68.4间接
PyPItrio0.33.0间接
PyPItrove-classifiers2026.6.1.19间接
PyPItwine6.2.0间接
PyPIty0.0.60间接
PyPItypes-tabulate0.10.0.20260508间接
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PyPIzstandard0.25.0间接
依赖安全公告 0

安装 pypi:mcp-contextforge-gateway@1.0.6 会引入 91 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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          "is_bot": false,
          "headline": "refactor(plugins): replace in-tree sql_sanitizer with cpex-sql-saniti…",
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          "body": "* fix: harden REST tool outbound validation\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* test: align REST validation coverage\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* test: cover outbound validation branches\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com\n[…]\ne in URL validation\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix: harden REST tool outbound validation (#5925)",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-29T15:03:01Z",
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        },
        {
          "oid": "e38a9ce853634ce0ec99f82dc1c17385c8a3b7ec",
          "body": "The OAuth Dynamic Client Registration management endpoints gated only on\nthe `is_admin` flag and ignored the `token_teams` narrowing carried by\nscoped tokens. A team-narrowed admin API token could therefore list, read,\nand delete globally-stored `RegisteredOAuthClient` records outside its\nintended t\n[…]\nso interactive Admin UI access is unchanged.\n\nCloses GHSA-gj7g-7r6g-jc8v\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
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          "body": "* fix: use opaque dataplane subject ids\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* fix: resolve uuid jwt subjects for auth contexts\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n* fix: preserve public-only jwt fallback\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gma\n[…]\ncom>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix: use opaque dataplane subject ids (#5708)",
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        {
          "oid": "eb1e212bbab90bbcdb410d5b577eac27bf677b03",
          "body": "* feat: added user_email to a2a_service\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* fixup: .secrets.baseline\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* feat: added user_email to a2a_service test\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* feat: addressed flagg\n[…]\ner gap\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n* fixup: diff-cover\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>\n\n---------\n\nSigned-off-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix(security): harden A2A admin edit authorization (#5922)",
          "author_name": "Lang-Akshay",
          "author_login": "Lang-Akshay",
          "committed_at": "2026-07-28T15:28:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9232a1c81cf732097960e8d04da68c1eb0663d05",
          "body": "* feat(api): support popup-based authorization flow for React UI\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Increase test coverage\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Document changes\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Code cleanup + tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "feat(api): support popup-based authorization flow for React UI (#5661)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-28T15:16:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25db32696c4fac05d76daad758bddbaa9fa287e0",
          "body": "…licts (#5920)\n\n* fix(resources): show specific message for duplicate resource URI conflicts\n\nCreating a resource with a URI that already exists surfaced in the Admin UI\nas \"Failed to add Resource (HTTP 409)\" with no indication of the offending\nfield. Two independent defects each produced that strin\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(resources): show specific message for duplicate resource URI conf…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-28T14:24:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "080ef7e6d12048dc204c78859052db628f2002ff",
          "body": "…isleading 403 (#5917)\n\n* fix(csrf): return 401 for unauthenticated write requests instead of misleading 403\n\nUnsafe-method requests with no Authorization header and no auth cookie\nfell into the CSRF-missing rejection before reaching the auth layer,\nreporting 403 CSRF_TOKEN_INVALID instead of 401 Au\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(csrf): return 401 for unauthenticated write requests instead of m…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-28T14:23:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d6aef010002ce0f95cc6cd33d1af9f6724bbef9",
          "body": "* fix(admin-ui): fix CSRF failures on LLM Settings writes\n\nLLM Settings provider/model mutations 403'd under CSRF_ENABLED=true for\ntwo reasons.\n\nllmModels.js built request headers by hand and never attached\nX-CSRF-Token. Route all state-changing calls through a shared header\nbuilder that attaches th\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(admin-ui): fix CSRF failures on LLM Settings writes (#5780)",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-28T13:07:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1bbc75427f60e5e7ba2e300d5418704878a2b3f",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix-test-waits (#5927)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-28T12:40:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bb5f5a7245c017248b12f8f037c2cbf3cc9adce",
          "body": "* chore: update python dependencies\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* update-dependency-review.yml exclusion\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* removed prospector\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fixed agent\n[…]\n\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "chore: update python dependencies (#5919)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-28T10:59:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b555bc4e5360db2ecb010f92320a0519485103f",
          "body": "Signed-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: create .env before compose-up in prod smoke check (#5923)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-28T10:45:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f3aa175b8b31f725070c69cfed1ba0ffbdc5eda",
          "body": "* fix: tighten root handling\nAdd stricter root URI validation and scoped admin gating.\nUpdate related config, import/export paths, and regression tests.\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fix: remediate root se\n[…]\n fixed review comments\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-28T09:00:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2348a25f308477db2fff5442de2420eec2f11cd3",
          "body": "… (#5790)\n\n* fix(llmchat): allow any worker to resume LLM Chat sessions from Redis\n\nPOST /llmchat/connect on one gunicorn worker followed by POST\n/llmchat/chat landing on another worker returned 400 \"No active\nsession found\", even with CACHE_TYPE=redis configured. Redis already\nstores ownership, con\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(llmchat): allow any worker to resume LLM Chat sessions from Redis…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-27T17:45:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf9130a5084a5c8de1e72095e7afbe53e5a33379",
          "body": "* Fix redis connection leak\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Fix redis connection leak\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Reworked fix to avoid test execution hanging\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\n\n* Added log message and unit tests to cov\n[…]\n.m@ibm.com>\n\n---------\n\nSigned-off-by: Aidan Butler <aidbutlr@ie.ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "Fix redis connection leak (#5711)",
          "author_name": "aidbutlr",
          "author_login": "aidbutlr",
          "committed_at": "2026-07-27T15:32:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91f8920c2be2d8cf24c1c831fe3bc3903fef3ed9",
          "body": "…#5840)\n\nThe MCP Python SDK v2 stable release (targeted 2026-07-27/28) is a major\nrework with pervasive breaking changes (FastMCP rename, mcp.types split,\nWebSocket transport removal). Upstream guidance is to add a <2 upper bound\nbefore the release. Bound every first-party manifest and regenerate uv\n[…]\nlock;\nresolution stays on the 1.28.x line. fastmcp needs no change: its own mcp\ndependency is intersected with our direct <2 pin.\n\nCloses #5839\n\nSigned-off-by: Ahmad Al Tamimi <altamimi.dev@gmail.com>",
          "is_bot": false,
          "headline": "chore: pin mcp>=1.28.1,<2 ahead of MCP Python SDK v2 stable release (…",
          "author_name": "Ahmad Al Tamimi",
          "author_login": "Altamimi-Dev",
          "committed_at": "2026-07-27T12:51:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3fe3035e46f5079798766db83203bb892bf3fef7",
          "body": "…auth (#5802)\n\n* fix(mcp): resolve session-token sub UUID to email in streamable-HTTP auth\n\nSession tokens issued by /admin/login carry `sub` as the EmailUser.id UUID,\nwhile legacy/API tokens carry the email. The MCP streamable-HTTP auth path\ntreated `sub` as an email unconditionally, so the user lo\n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(mcp): resolve session-token sub UUID to email in streamable-HTTP …",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-27T10:34:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "328f9508b8f06e33b5cc29977942862cc0fb7eff",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix: Force install of rollup fallback on s390x (#5836)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-27T10:12:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d08ba5dde46753ef6861b5592ebe941c3e04bbe",
          "body": "…5668)\n\n* fix(search): token-scope team results for admins in unified search\n\nComplements the non-admin team-scope fix: the admin branch of\nadmin_search_teams returns all teams (the admin management view) and ignored\ntoken scope, so an admin using a token explicitly narrowed to a team subset\nstill s\n[…]\nt_teams(team_ids=[...]) restricts results in the query; None = no filter.\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "fix(search): token-scope team results for admins in unified search (#…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-27T09:11:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ed6b014289b7a7d0c840b2fad22e57f6332fbff",
          "body": "* ci: add compose production smoke check\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: collect logs and tear down all compose profiles in smoke check\n\nDiagnostics (ps/logs) and the final compose-down ran without profile\nflags, so profile-only containers (with-fast-ti\n[…]\ny, keeping `up` starting one stack at a time.\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: add compose production smoke check (#5756)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-24T16:42:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6582992fa9345b971c8ea492ad0ff26fad53487d",
          "body": "* chore: fix pip-audit\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* edited change.log\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added changes to changelog\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fix detect secrets\n\nSigned-off-by: pr\n[…]\nprakhar.singh1928@ibm.com>\n\n* added warning comment for pip-audit\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "chore: fix pip-audit (#5787)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-24T16:42:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6e156e4ec0003c68380d78b5e734875cc70f500",
          "body": "…ng, agent docs, ignore files (#4453)\n\n* docs: add PR review workflow to AGENTS.md with cycle tracker template\n\nCodify the fixed-point review loop (review → fix → loop until zero blocking\nfindings), rebase recipe with conflict policy, scope verification against\nlinked issues, and the 6-step pre-merg\n[…]\nr.m@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "chore: developer tooling housekeeping — git hooks, secrets-scan tooli…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-24T12:49:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7e09928bcfa63d4e26e99d0aee875204d49d73be",
          "body": "* update documentation for pgo deployment of contextforge on openshift\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* Update section headings for better organization\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* add verification of success steps\n\nSigned-off-by: Claudia Gray \n[…]\nm.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "Docs/5693 update ocp pgo documentation (#5749)",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-24T12:08:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "534b9d2d5e785d56b1938affd5b2b15892d290ea",
          "body": "…r startup (#5808)\n\n* fix(docker-compose): restore gateway HOST binding and fast-time-server startup\n\n- gateway: add HOST=${GATEWAY_HOST:-0.0.0.0} so the container binds all\n  interfaces and other containers can reach it (lost in the Granian\n  removal)\n- fast_time_server: drop removed Go CLI flags (\n[…]\nngh1928@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix(docker-compose): restore gateway HOST binding and fast-time-serve…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-24T10:14:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3d538c74ac43188f6d2c6b6a28f6e1e86c7239f4",
          "body": "* fix(auth): enforce safe admin demotion rules\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* chore: updating .env.example file\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* feat: code cleanup\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* feat: addressing \n[…]\ngar <vishu.bhatnagar@ibm.com>\n\n* chore: normalize formatting after rebase\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "fix(auth): enforce safe admin demotion rules (#5644)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-24T10:05:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a877402371e7f57b648dbd8f1dbbeab5cfa4a4a",
          "body": "…) (#5809)\n\nThe Docker Security Scan merge-queue gate (Grype, severity-cutoff high)\nfails on CVE-2026-6477 in libpq 16.11-3.el10_1, shipped by the runtime\nstage's ubi10/ubi-minimal:10.2-1784581369 base. Red Hat has since\npublished libpq-16.14-1.el10_2 with the fix, but the pinned dated tag\npredates \n[…]\n --only-fixed --fail-on high flags the CI job uses - clean, no\nfindings.\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(docker): bump UBI_MINIMAL to pick up patched libpq (CVE-2026-6477…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-24T09:57:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "39414432a803090efa51acc6c506daba77d5d30c",
          "body": "* fix detect secrets\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* fix linting\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* Fix plugin integration tests\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix detect secrets (#5788)",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-23T16:12:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a37adccdce426c4ee4d971867f4f1a973af5ed1",
          "body": "* fix: harden JWT secret enforcement, remove hardcoded secrets, add startup validation (GHSA-8pcq-mx48-hjvj)\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added init_secrets options for dev\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* restored changelog\n- addre\n[…]\nkhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* removed e2e harness\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-23T13:16:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a86d68ac38af8e87c05438b68f1484477e562d3f",
          "body": "… counter on recovery (#4862)\n\n* fix: increase health check timeout from 5s to 30s and reset failure counter on recovery\n\nRoot cause: 24x timeout mismatch between periodic health checks (5s)\nand Test button (120s) caused false 'Offline' status for slow gateways.\n\nChanges:\n- mcpgateway/config.py: hea\n[…]\nitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Mohan Lakshmaiah <mohan.economist@gmail.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "[FIX]: Increase health check timeout from 5s to 30s and reset failure…",
          "author_name": "Mohan Lakshmaiah",
          "author_login": "MohanLaksh",
          "committed_at": "2026-07-23T12:58:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5713c1a4bc8c1f4f43320d1ebb75cde6c952da4d",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix: Vite rollup fallback on s390x (#5779)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-23T10:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0ed2f38fe6e53b0de3e12e99f6b86660a916519",
          "body": "Signed-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "chore(deps): bump cpex-secrets-detection to 0.3.10 (#5775)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-23T10:53:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77805b88b62654938f94fc3c39024de623e0a3ee",
          "body": "…#4636)\n\n* initial commit\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n* fix\n\nSigned-off-by: Rakhi Dutta <rakhibiswas@yahoo.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n* down revivion\n\nSigned-off-by: Rakh\n[…]\nar.m@ibm.com>\nSigned-off-by: Rakhi Dutta <rakhidutta@users.noreply.github.com>\nCo-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(rbac): add unique constraints for role/user_role race (#4482)   (…",
          "author_name": "rakdutta",
          "author_login": "rakdutta",
          "committed_at": "2026-07-23T10:33:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb58076cbbca34953f92fa7de8de78236d16777b",
          "body": "* chore: remove obsolete redis_fallback config references\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* test: address review on config-validation guard (anchor path, assert constructed)\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* fixed pre-commit\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n* fixed pre-commit\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>\n\n---------\n\nSigned-off-by: Yosief Eyob <yosiefogbazion@gmail.com>",
          "is_bot": false,
          "headline": "chore: remove obsolete redis_fallback config references (#5645)",
          "author_name": "Yosiefeyob",
          "author_login": "Yosiefeyob",
          "committed_at": "2026-07-23T10:00:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "666bfbfa54db2722cee9257dcfa3f9133d7b1d83",
          "body": "* refactor: remove Granian HTTP server option\n\nGranian (Rust-based ASGI server) is removed as an HTTP server option.\nGunicorn with Uvicorn workers is now the sole server.\n\nCode & build:\n- Delete run-granian.sh (420 lines)\n- Remove granian pip extra from pyproject.toml\n- Drop granian from Containerfi\n[…]\nssey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\nCo-authored-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "refactor: remove Granian HTTP server option (#5607)",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-22T18:50:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "757d899e018635df8807dee0fe8293057b2bc71f",
          "body": "* feat(teams): support bulk member creation in TeamCreateRequest\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n* fix(lint): suppress W0201 false positives on SQLAlchemy column assignments in _upsert_membership\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n* fix: normalise seed email to lowerca\n[…]\n<Marek.Dano@ibm.com>\n\n* fix: secrets baseline\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\n\n---------\n\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\nCo-authored-by: Marek Dano <Marek.Dano@ibm.com>",
          "is_bot": false,
          "headline": "feat(teams): support bulk member creation in TeamCreateRequest (#5626)",
          "author_name": "Marek Dano",
          "author_login": "marekdano",
          "committed_at": "2026-07-22T14:11:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fbf79404ac2782460e5b00146b929116a2544ba",
          "body": "…s (#5244)\n\n* fix: resolve authorization_code OAuth gateway offline issues\n\nFix bug #5237 where authorization_code OAuth gateways would become\npermanently offline due to health check assumptions and destructive\ntoken handling.\n\nChanges:\n- Decouple health checks from token ownership for authorization\n[…]\njiteshnair@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(gateways): resolve authorization_code OAuth gateway offline issue…",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-22T14:09:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a22fa442ed90df030ba47287b0812354919e2d2",
          "body": "* Fixed lint\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Added skip check\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Corrected tags\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* added correct version\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Addressed review issues\n\n\n[…]\ndia Gray <claudiag082004@gmail.com>\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\nCo-authored-by: Claudia Gray <claudiag082004@gmail.com>\nCo-authored-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "fix(helm): resolve Helm chart linting issues (#5269)",
          "author_name": "__cafa__",
          "author_login": "cafalchio",
          "committed_at": "2026-07-22T13:48:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3fcca8841a9a8daf74f73ca6a201f1275cd5ea78",
          "body": "* Add v1 catalog API\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* fix: removing duplicate endpoint\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "Add v1 catalog API (#5544)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-22T13:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "471cb044c8f495b0c40bc36f0e7c19693a9d25b3",
          "body": "…5610)\n\n* feat(search): add versioned GET /v1/search unified search endpoint\n\nExpose unified cross-entity search at a stable, versioned, non-admin path\nso client-facing global search no longer depends on GET /admin/search, which\nis gated on admin.dashboard and slated for deprecation.\n\n- Extract the \n[…]\nwith\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n# pragma: allowlist secret per the repo convention for Python files.\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "feat(search): add versioned GET /v1/search unified search endpoint (#…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-22T13:35:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "921c7e907db01aa4b85b210984fa3958e42bd4f5",
          "body": "* ci: enable all arch build for workflow_dispatch manual trigger\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: restrict ppc64le build to workflow_dispatch only\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci: fix null coercion, stale comments and wheels gate robustness\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci: enable all arch build for workflow_dispatch manual trigger (#5751)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-22T12:08:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d24df05e7985787bfa3264ab45cee411e308a111",
          "body": "* bump-version 1.0.5 -> 1.0.6 / update ubi packages\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* Updated rust aand js\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Removed ui static from pyproject.toml\n\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\n\n* Ran pre-commit\n\nSign\n[…]\nalchio@gmail.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\nSigned-off-by: cafalchio <mcafalchio@gmail.com>\nCo-authored-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "Release/v1.0.6 (#5738)",
          "author_name": "__cafa__",
          "author_login": "cafalchio",
          "committed_at": "2026-07-21T16:58:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec8a728014edb994ef4f685cf7f2e6ee32136a47",
          "body": "* Update roadmap for 1.0.6\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\n\n* uplifted the ubi10 base image tagg\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "Update roadmap for 1.0.6 (#5710)",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-21T11:03:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc421803418c0a5f8f696ccaa86a38c35c3f24b6",
          "body": "…FK deletes (#5659)\n\n* fix(api): use savepoint for personal team cascade delete and reorder FK deletes\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* code quality improvements\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix(api): use savepoint for personal team cascade delete and reorder …",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-20T12:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528577b95ffa14f03ef45e1e4ad8f8a24e1adf4d",
          "body": "* fix(auth): unify email extraction across all resource operations\n\nReplaced 23 instances of inconsistent email extraction patterns with\ncanonical get_user_email() helper to ensure email-over-sub precedence\nacross all resource CRUD operations.\n\nProblem: Resource update/delete operations used direct \n[…]\nr.m@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix(auth): unify email extraction across all resource operations (#4821)",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-20T11:43:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01b20b1c05917178488873103c1f44599e122a6b",
          "body": "* fix: return 404 for missing server and gateway deletes\nPreserve 403 for denied ownership and direct scoped callers.\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the pre-commit\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n* fixed the comments\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\n\n---------\n\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix: return 404 for missing server and gateway deletes (#5672)",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-20T11:20:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7c6d44e9bc466049f5cdb325c751b04cbd27bcf",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "fix(ui): Add static assets to CSS bundle (#5705)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-20T09:49:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77d99dfd7f009c92b65c03650f0dc26a5fbebd72",
          "body": "…ion errors (#5663)\n\n* fix(transport,middleware): remove manual Content-Length headers causing compression errors\n\nFixes #5457\n\nWhen compression is enabled (COMPRESSION_ENABLED=true), manually setting\nContent-Length headers before the compression middleware runs causes\n\"Too much data for declared Co\n[…]\n>\n\n---------\n\nSigned-off-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>",
          "is_bot": false,
          "headline": "fix(transport): remove manual Content-Length headers causing compress…",
          "author_name": "Jitesh Nair",
          "author_login": "ja8zyjits",
          "committed_at": "2026-07-20T09:48:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "050cfa2988aac67b4a578f45902318a4d15c7f07",
          "body": "…touched file to then become pyright compliant (#5703)\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Disable pyright, this had an unintended consequence of requiring any …",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-20T09:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5eece0fc91b560add83ccf8efc86f4312c5c76cd",
          "body": "…rget (#5634)\n\n* ci(pyright): add PR-scoped type check workflow and pyright-pr make target\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* ci(pyright): move pyright check into linting-full workflow\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* \n[…]\nonfig.json into pyproject.toml [tool.pyright]\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "ci(pyright): add PR-scoped type check workflow and pyright-pr make ta…",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-17T14:24:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "186abb91a9a9f61f93ba00b64a2c52f6b90447a8",
          "body": "Signed-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update python call in fix file headers pre-commit to use uv run (#5669)",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-17T13:20:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50602d6dc1c217ed60f7ac070f2a5210f53181a2",
          "body": "* fix cwe-117 improper output neutralization logs.\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* cwe_117_improper_output_neutralization_logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* fix cwe-117 improper output neutralization logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n* fix cwe\n[…]\n fix cwe-117 improper output neutralization logs\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\n\n---------\n\nSigned-off-by: AHERDERE <aherdere@ie.ibm.com>\nCo-authored-by: AHERDERE <aherdere@ie.ibm.com>",
          "is_bot": false,
          "headline": "fix cwe-117 improper output neutralization logs. (#5441)",
          "author_name": "aherd1",
          "author_login": "aherd1",
          "committed_at": "2026-07-17T11:56:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "098dc0ea19b0c568ba840e30a86b1d4101db77ed",
          "body": "… (#5664)\n\n* fix(resources): revert resource name uniqueness constraint from #5158\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* chore: update .secrets.baseline line numbers\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* chore: update .secrets\n[…]\nate resource tests for name-uniqueness revert\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n---------\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>",
          "is_bot": false,
          "headline": "fix(resources): revert resource name uniqueness constraint from #5158…",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-17T08:41:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "633a182799f9d9257fc43ba9430778d5e3dc98db",
          "body": "…… (#5637)\n\n* Update fix_file_headers to have generic default AUTHOR, defined COPYRIGHT line, and new line fix, and add pre-commit-config.yaml to execute the fix headers check as part of the pre-commit checks so that the author can see the changes\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.co\n[…]\n.hussey@ie.ibm.com>\n\n* Correct Makefile to not refer to authors for fix-headers\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update fix_file_headers to have generic default AUTHOR, defined COPYR…",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-16T16:22:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7b17f124bec1c46a94ab0d619c9727493236dffa",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "test: Fix pw test (#5653)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-16T14:48:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dbe41d1ee02dbcea2934dd847eff7d66f7c1736",
          "body": "Signed-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "Update SecretsDetection field filter config (#5635)",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-16T14:28:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f34d7a68c647c714be33a0e62f4caec9d0c03fd",
          "body": "… test endpoint (#5023)\n\n* fix: respect global ssrf_protection_enabled flag in gateway test endpoint\n\nThe /admin/gateways/test endpoint was unconditionally blocking private IPs\nregardless of the global ssrf_protection_enabled configuration flag. This\ncreated inconsistency with other endpoints and pr\n[…]\nan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\n\n---------\n\nSigned-off-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>\nCo-authored-by: Bogdan-Marius-Catanus <bogdan-marius.catanus@ibm.com>",
          "is_bot": false,
          "headline": "fix(security): respect global ssrf_protection_enabled flag in gateway…",
          "author_name": "Bogdan-Marius Cătănuș",
          "author_login": "bogdanmariusc10",
          "committed_at": "2026-07-16T14:19:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d302a5a4abf73b0c5f5beef7cca2402dbc26fe53",
          "body": "…admin (#5647)\n\nThe pre-seeded Keycloak test user was configured with email\nadmin@example.com, identical to the default PLATFORM_ADMIN_EMAIL value\nin .env.example. On SSO login, resolve_session_teams() looks up the\nlocal user record by email and would find the built-in admin entry,\nsilently granting\n[…]\n admincf@example.com in\ninfra/keycloak/realm-export.json and update the matching reference in\nthe Keycloak SSO tutorial doc.\n\nCloses #5542\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "fix: rename Keycloak test user to avoid email collision with default …",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-16T14:15:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "444bb744fa36d48ff6711cace7d181a7fe182465",
          "body": "…rom change-password-required.html (#5646)\n\n* fix(templates): remove CSP-violating airgapped Tailwind JS branch from change-password-required.html\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n* added .secrets.baseline\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>\n\n---------\n\nSigned-off-by: prakhar-singh1928 <prakhar.singh1928@ibm.com>",
          "is_bot": false,
          "headline": "chore(templates): remove CSP-violating airgapped Tailwind JS branch f…",
          "author_name": "prakhar-singh1928",
          "author_login": "prakhar-singh1928",
          "committed_at": "2026-07-16T14:14:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3efce136d0e0af0e742a063061daa607dbeee6d6",
          "body": "…check errors (#5654)\n\n* fix(services): rebuild fork-poisoned FileLock and back off on health-check errors\n\nGatewayService's FileLock is constructed once, before gunicorn --preload\nforks worker processes. Newer filelock releases detect reuse of a\npre-fork lock from a different PID and raise instead \n[…]\nigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\n\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "fix(services): rebuild fork-poisoned FileLock and back off on health-…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-16T13:56:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dedfd8b2043b7bd6bcd228ad5ad12961aa95e205",
          "body": "* fix: bind join requests to team context\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: align join request not found handling\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* test: cover join request error branches\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: strengthen join request review handling\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "Merge commit from fork",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-16T09:53:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e870427d8d1d28e6e57d801aaac6495d33e85051",
          "body": "* docs: add generic MCP extension framework ADR\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* docs: align extension framework ADR with security governance\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "docs: add generic MCP extension framework ADR (#5007)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-16T08:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c74d0eca0f2246dc079c9a6b07e6d489c6ac532",
          "body": "…rker across instances (#5430)\n\n* feat(plugins): add redis backend for cross-instance primary-worker election\n\nAdds an opt-in Redis backend so a single primary can be elected across multiple\ngateway instances/replicas, not just per host. The default stays filelock\n(per-host), so existing single-host\n[…]\n203@gmail.com>\n\n* chore: reindex .secrets.baseline after rebase onto main\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>\n\n---------\n\nSigned-off-by: Pratik Gandhi <gandhipratik203@gmail.com>",
          "is_bot": false,
          "headline": "feat(plugins): restrict non-hook plugin initialization to a single wo…",
          "author_name": "Pratik Gandhi",
          "author_login": "gandhipratik203",
          "committed_at": "2026-07-15T20:10:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "378c40386007e3ac268d869425d38af3957ccef9",
          "body": "…de dependabot (#5623)\n\n* Remove renovate json file and update security.md to include dependabot\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n* Update security.md wording to be accurate\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>",
          "is_bot": false,
          "headline": "FIX(CHORE): Remove renovate json file and update security.md to inclu…",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-15T16:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26d46a9b073b8812d96989844d624148785211f6",
          "body": "…s (#5611)\n\n* feat(plugins): extend S4 metrics allowlist for 5 new cpex-* plugins\n\nExtends _SAFE_STRING_FIELD_NAMES / _SAFE_NUMERIC_FIELD_NAMES so\nsecrets_detection, encoded_exfil_detection, url_reputation, rate_limiter,\nand retry_with_backoff metrics fields survive sanitization instead of\nbeing sil\n[…]\n---------\n\nSigned-off-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nSigned-off-by: Suresh Kumar Moharajan <suresh12.dmm@gmail.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>",
          "is_bot": false,
          "headline": "feat(plugins): consume metrics from 5 remaining bundled cpex-* plugin…",
          "author_name": "msureshkumar88",
          "author_login": "msureshkumar88",
          "committed_at": "2026-07-15T15:54:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79f7d0fba03387666b26504700af01bc77a64f0a",
          "body": "…s/{tool_id} (#5314)\n\n* fix(schemas): extend ToolCreate/ToolUpdate assemble_auth to handle auth_headers array for authheaders auth type\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix tests\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* chore: update .secrets.baseline line numbers a\n[…]\nail.com>\nSigned-off-by: Marek Dano <Marek.Dano@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Marek Dano <Marek.Dano@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(schemas): persist auth_headers array in POST /tools and PUT /tool…",
          "author_name": "Shoumi M",
          "author_login": "shoummu1",
          "committed_at": "2026-07-15T15:53:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ccb4f58885d860b9eb3d5a1668fd3de43523588",
          "body": "* Fix playwright tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Adress comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Fix some more failing tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Address comments\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "Fix playwright tests (#5625)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-15T15:14:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a4252446d931aa93f2331d596311d32c131ec45",
          "body": "… connections (#4724)\n\n* fix(redis): raise maxclients from 10K to 30K to support 10 replicas. (#4630)\n- Update maxclients to 30,000 in all docker-compose files\n- Add redis.maxclients configuration to Helm chart (values.yaml, schema, configmap)\n- Update capacity formula comments: replicas × workers ×\n[…]\n* fix dead anchor in configuration.md, add helm-unittest for deployment-redis\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>\n\n---------\n\nSigned-off-by: Claudia Gray <claudiag082004@gmail.com>",
          "is_bot": false,
          "headline": "FIX(REDIS): Raise maxclients from 10000 to 15000 and reduce redis max…",
          "author_name": "Claudia Gray",
          "author_login": "claudia-gray",
          "committed_at": "2026-07-15T15:04:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48b1efe3d9e8e712cdb7562dcb487e9a79486eb7",
          "body": "…ts that run on Go (#5596)\n\n* fix: remove premature exit in Containerfile and restore Go linting targets\n\n- Containerfile: Remove stray \"exit 0\" inside the ENABLE_RUST=false\n  fallback block that caused a buildkit warning and would short-circuit\n  the build when ENABLE_RUST=true with a trailing back\n[…]\n0x.com>\n\n* Remove LINT_GO_TOOLCHAIN\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\n\n---------\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "fix: remove premature exit in Containerfile and restore linting targe…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-15T14:50:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6a5ca58ddbe181b00813a456df008e39dc1da6cf",
          "body": "…s (#5515)\n\nThe compliance virtual_server fixture connected to /servers/{id}/mcp\nimmediately after creation. On split deployments that route is served\nfrom asynchronously published dataplane config, so early gateway_virtual\nrows failed with 404/400 before the first snapshot landed. Probe the\nroute until it accepts (75s deadline, one default publish interval plus\nslack); control-plane-only deployments return on the first probe.\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "test: wait for per-server route before compliance gateway_virtual run…",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-15T14:33:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1500d8692a833b6ce4e1d4f3807a2866fdc3599a",
          "body": "…(#5622)\n\n* Update secrets and reset some of content from .secrets.baseline file\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n* Updates with linting formatting\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n* Update to pass grype issues with container build\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>\n\n---------\n\nSigned-off-by: Brian Hussey <brian.hussey@ie.ibm.com>",
          "is_bot": false,
          "headline": "Update secrets and reset some of content from .secrets.baseline file …",
          "author_name": "Brian Hussey",
          "author_login": "brian-hussey",
          "committed_at": "2026-07-15T13:20:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992e6926aaf4f9c846b15ba10255ccf0a8f84239",
          "body": "Signed-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "feat: publish dataplane resource uris and capabilities (#5588)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T15:53:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91b582f1845d423ca9004106875547c6cd8bb9ba",
          "body": "* fix(output-length-guard): enforce limits on resource.text in content array\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* test(output-length-guard): fix always-skipped double-truncation test\n\nSigned-off-by: Madhu Mohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\n\n* test\n[…]\nMohan Jaishankar <madhu.mohan.jaishankar@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "Fix/output length guard resource bypass (#5619)",
          "author_name": "madhu-mohan-jaishankar",
          "author_login": "madhu-mohan-jaishankar",
          "committed_at": "2026-07-14T14:47:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "db336492659fc389ea0cf15429631b736b598606",
          "body": "* test: retry live RBAC per-server access\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* feat: make dataplane publisher snapshot interval configurable\n\nThe dataplane publisher interval was a hardcoded 60s module constant,\nso runtime-created users and servers stayed invisible to the dataplane\nfor \n[…]\nm.com>\n\n* chore: refresh secrets baseline\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\nCo-authored-by: Lang-Akshay <akshay.shinde26@ibm.com>",
          "is_bot": false,
          "headline": "test: retry live RBAC per-server access (#5482)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T14:13:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4873c4c186f3f8b7af6daa40af4252fe690c92bf",
          "body": "…otifications now relayed (#5603)\n\nThe POST-correlated notification relay fix closes GAP-001 (server-initiated\nlog notifications) and GAP-002 (progress notifications) on gateway_proxy\nand gateway_virtual targets.\n\n- Remove xfail_on from test_log_message_reaches_client and\n  test_progress_notifications_delivered\n- Move GAP-001 and GAP-002 to Closed gaps in COMPLIANCE_GAPS.md\n- Update GAP-011 cross-reference to exclude closed gaps\n\nSigned-off-by: Jonathan Springer <jps@s390x.com>",
          "is_bot": false,
          "headline": "test(protocol): remove xfail for GAP-001/GAP-002 — log and progress n…",
          "author_name": "Jonathan Springer",
          "author_login": "jonpspri",
          "committed_at": "2026-07-14T13:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fc997ef988383eb81f56568ae21ba2cc785ce8f",
          "body": "* feat: add MCP Apps extension substrate\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* docs: document MCP Apps extension substrate\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n* fix: linearize MCP Apps migration\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n\n[…]\nr <vishu.bhatnagar@ibm.com>\n\n* chore: finalize MCP Apps branch validation\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>\n\n---------\n\nSigned-off-by: Vishu Bhatnagar <vishu.bhatnagar@ibm.com>",
          "is_bot": false,
          "headline": "feat: add MCP Apps support (#5079)",
          "author_name": "Vishu",
          "author_login": "vishu-bh",
          "committed_at": "2026-07-14T13:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d354ab62da210ec7357745287aebbd6253e9e7a7",
          "body": "Signed-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "hotfix: ppc & s390x CSS builds (#5620)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-14T12:52:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa7a35de25ac6a4c1b82371143ee4f17acfb1795",
          "body": "* Fix templated resource proxy reads\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n* fix: address templated resource review feedback\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>\n\n---------\n\nSigned-off-by: lucarlig <luca.carlig@ibm.com>",
          "is_bot": false,
          "headline": "Fix templated resource proxy reads (#5569)",
          "author_name": "Luca",
          "author_login": "lucarlig",
          "committed_at": "2026-07-14T11:27:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f06618512a2161d3cbb90beeaef9d9c0f2bfedb",
          "body": "* Package all js libs\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Compress (gzip) bundle\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Divide JS into chunks\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Edit docs\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Rem\n[…]\ne>\n\n* Rebase\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n* Fix failing tests\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>\n\n---------\n\nSigned-off-by: Gabriel Costa <gabrielcg@proton.me>",
          "is_bot": false,
          "headline": "Package all js libs (#5481)",
          "author_name": "Gabriel Costa",
          "author_login": "gcgoncalves",
          "committed_at": "2026-07-14T10:56:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6703151eac5c8825d36ecb24c8a3a0a3f4688f2f",
          "body": "* fix(a2a): pass allowlisted headers to tool pre-invoke hooks\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* docs: cover A2A passthrough headers\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* fix(a2a): keep sensitive headers out of tool hooks\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* fix(\n[…]\nh headers\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n* test(a2a): use complete plugin results\n\nSigned-off-by: King Star <mcxin.y@gmail.com>\n\n---------\n\nSigned-off-by: King Star <mcxin.y@gmail.com>",
          "is_bot": false,
          "headline": "fix(a2a): pass safe headers to tool pre-invoke hooks (#4925)",
          "author_name": "King Star",
          "author_login": "jstar0",
          "committed_at": "2026-07-14T10:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fd6b8997eb1fb9675457002fb8bd839f2742f13",
          "body": "…ce name (#5158)\n\n* fix: show meaningful 409 message for duplicate resource name\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix: address regressions in resource name conflict handling\n\nSigned-off-by: Shoumi <shoumimukherjee@gmail.com>\n\n* fix: resolve lint, alembic branch, and diff-cover f\n[…]\numar Moharajan <suresh.kumar.m@ibm.com>\nSigned-off-by: Jitesh Nair <jiteshnair@ibm.com>\nCo-authored-by: Suresh Kumar Moharajan <suresh.kumar.m@ibm.com>\nCo-authored-by: Jitesh Nair <jiteshnair@ibm.com>",
          "is_bot": false,
          "headline": "fix(resources): show meaningful conflict message for duplicate resour…",
          "author_name": "Shoumi M",
          "author_login": "shoummu1",
          "committed_at": "2026-07-14T02:19:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 13.5,
                "status": "met",
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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              {
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                "max_points": 6.3
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
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        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
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                  {
                    "code": "bus_factor",
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                "key": "commit_distribution",
                "name": "Commit distribution",
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                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 39
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 100
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 2216,
              "open_issues": 938,
              "closed_issues": 1999,
              "prs_merged_7d": 36,
              "prs_decided_7d": 38,
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              "prs_decided_30d": 59,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "68% of issues closed",
                "points": 28.6,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
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                      "share": 68
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2216/2729 decided PRs merged",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2216,
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "4/6 first-time contributors' PRs merged in 30d",
                "points": 8.7,
                "status": "partial",
                "details": [
                  {
                    "code": "newcomer_prs_merged",
                    "params": {
                      "days": 30,
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 26/30 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "excellent",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 8517,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "IBM",
              "public_repos": 3925,
              "account_age_days": 5276
            },
            "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": "8,517 followers of IBM",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 8517,
                      "login": "IBM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3925 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3925
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mcp-contextforge-gateway"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "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 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "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": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "26 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "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": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, .ruff.toml, eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "26 out of 26 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "agents",
                "ai",
                "api-gateway",
                "asyncio",
                "authentication-middleware",
                "devops",
                "docker",
                "fastapi",
                "federation",
                "gateway",
                "generative-ai",
                "jwt",
                "kubernetes",
                "llm-agents",
                "mcp",
                "model-context-protocol",
                "observability",
                "prompt-engineering",
                "python",
                "tools"
              ],
              "has_wiki": true,
              "homepage": "https://ibm.github.io/mcp-context-forge/",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ibm.github.io/mcp-context-forge/",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 76,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "26 out of 26 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 26/30 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 13 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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 22 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": "internal error: internal error: invalid Dockerfile",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mcp-contextforge-gateway@1.0.6 runtime dependency closure — what installing the published package pulls in — 91 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:mcp-contextforge-gateway@1.0.6",
                  "assessed": 91
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 91,
              "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": "exceptional",
            "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": 91,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 9
            },
            "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",
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                "status": "met",
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              },
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                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                ],
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              },
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                "key": "demonstrated_agent_practice",
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                "detail": "1 of the last 100 commits agent-authored or agent-credited",
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                "status": "partial",
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              },
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                "detail": "no automated dependency updates observed",
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                "detail": "internal error: internal error: invalid Dockerfile",
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            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
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              "has_mcp_signal": true,
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}

相关记录

与 IBM/mcp-context-forge 共享目录标签或生态系统的已检测仓库。 并排阅读 →

98ComposioHQ/composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.卓越99microsoft/agent-frameworkA framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.卓越98ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x卓越99stacklok/toolhiveToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.卓越100deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.卓越98pydantic/logfireAI observability platform for production LLM and agent systems.卓越

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 v2.3.1、模式 v0.30.0—— 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.