公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 18:38 UTC

ThinkInAIXYZ / go-mcp

Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

GoMIT★ 673 星标⑂ 107 复刻始于 2025年3月在 GitHub 上查看 ↗

ThinkInAIXYZ/go-mcp 的健康指数为 100 分中的 73 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(85/100),最低的是AI Readiness(63/100)。 最近一次更新在 28 天前。 近期的大部分工作由 1 位贡献者完成。

73
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

73
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

197 关注者8 个公开仓库始于 2025年1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
Gogithub.com/ThinkInAIXYZ/go-mcpv0.2.29-4628 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

75良好 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 28 天前
9/36提交节奏 — 52 周中有 13 周有提交
13.6/18提交量 — 最近一年 32 次提交
7/10OpenSSF Scorecard:Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
所用输入
commits_last_year32
human_commit_share1
days_since_last_push28
active_weeks_last_year13

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 46 个发布版本
36/36发布时效 — 最近一次发布版本于 28 天前
27/27发布节奏 — 约每 36 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count46
latest_release_tagv0.2.29
releases_from_tags
days_since_latest_release28
mean_days_between_releases36
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

73良好 · 占总体的 18%
评分方式
45.9/60星标 — 673 个星标
16.9/25复刻 — 107 个复刻
6.7/15关注者 — 17 位关注者
所用输入
forks107
stars673
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

66中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
6.7/22.5提交分布 — 头号贡献者编写了 70% 的提交
13.5/13.5贡献者广度 — 28 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 23 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled28
top_contributor_share0.702
评分方式
39.9/46.8议题解决 — 85% 的议题已关闭
33.6/38.3PR 接受 — 已裁定的 PR 中 136/155 已合并
7.5/15OpenSSF Scorecard:Code-Review — Found 6/11 approved changesets -- score normalized to 5
所用输入
merged_prs136
open_issues7
closed_issues41
issue_closed_ratio0.854
closed_unmerged_prs19
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
16.5/25所有者影响力 — ThinkInAIXYZ 有 197 位关注者
10/25既往记录 — 8 个公开仓库,账户约 1 年
所用输入
followers197
owner_typeOrganization
is_verified
owner_loginThinkInAIXYZ
public_repos8
account_age_days555
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 28 天前
20/20版本历史 — 46 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
packagesgithub.com/ThinkInAIXYZ/go-mcp
ecosystemsgo
any_deprecated
min_days_since_publish28

工程质量

基础的工程与文档实践是否到位?

85优秀 · 占总体的 20%

工程实践

92优秀
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

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?

66中等 · 占总体的 16%

安全态势

58中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 6/11 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 23 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.8
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。
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
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
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_packages6
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 6 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

63中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
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 84 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.84
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — lockfile
4/10已体现的代理实践 — 最近 100 次提交中有 2 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 — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.02
toolchain_manifestsgo.mod
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Go(静态类型)
55/55可控的文件大小 — 采样的 71 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes26,623
source_files_sampled71
oversized_source_files0

机器可读接口

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

关键数据

673GitHub 星标
28贡献者
32最近 12 个月提交数
28距最近推送天数
46发布版本数
1巴士系数(bus factor)
7开放议题
Go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

更多细节

Star 与 Fork 历史 0 ★ / 107 ⇿
0Star
107Fork
45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。

020406080100120107202025-032025-102026-06
主版本 0次版本 2修订 43

每个点涵盖 2 天。

OpenSSF Scorecard 5.8 / 10
5.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-27 18:38 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests10 out of 11 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 6/11 approved changesets -- score normalized to 5
10Contributorsproject has 23 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/orcaman/concurrent-map/v2v2.0.1go.mod
Gogithub.com/tidwall/gjsonv1.18.0go.mod
Gogithub.com/yosida95/uritemplate/v3v3.0.2go.mod
全部依赖 6

来自 GitHub 依赖图的完整解析依赖集合:4 个直接依赖与 2 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
Gogithub.com/google/uuid1.6.0直接
Gogithub.com/orcaman/concurrent-map/v22.0.1直接
Gogithub.com/tidwall/gjson1.18.0直接
Gogithub.com/yosida95/uritemplate/v33.0.2直接
Gogithub.com/tidwall/match1.1.1间接
Gogithub.com/tidwall/pretty1.2.0间接
依赖安全公告 0

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 6 个包,其中也包含从不交付的开发与测试版本固定: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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 5409,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 271534,
        "Shell": 4410,
        "Makefile": 2235
      },
      "pushed_at": "2026-06-29T07:20:06Z",
      "created_at": "2025-03-04T03:22:14Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-23T00:58:06Z",
      "description": "Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://thinkinai.xyz",
      "name": null,
      "type": "Organization",
      "login": "ThinkInAIXYZ",
      "company": null,
      "location": null,
      "followers": 197,
      "avatar_url": "https://avatars.githubusercontent.com/u/195535817?v=4",
      "created_at": "2025-01-18T08:17:59Z",
      "is_verified": null,
      "public_repos": 8,
      "account_age_days": 555
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.2.29",
          "kind": "patch",
          "published_at": "2026-06-29T07:20:06Z"
        },
        {
          "tag": "v0.2.28",
          "kind": "patch",
          "published_at": "2026-06-15T15:15:19Z"
        },
        {
          "tag": "v0.2.27",
          "kind": "patch",
          "published_at": "2026-05-15T17:12:06Z"
        },
        {
          "tag": "v0.2.26",
          "kind": "patch",
          "published_at": "2026-04-16T15:30:14Z"
        },
        {
          "tag": "v0.2.25",
          "kind": "patch",
          "published_at": "2026-04-06T12:45:53Z"
        },
        {
          "tag": "v0.2.24",
          "kind": "patch",
          "published_at": "2025-10-10T12:20:12Z"
        },
        {
          "tag": "v0.2.23",
          "kind": "patch",
          "published_at": "2025-09-18T12:52:42Z"
        },
        {
          "tag": "v0.2.22",
          "kind": "patch",
          "published_at": "2025-09-08T05:57:22Z"
        },
        {
          "tag": "v0.2.21",
          "kind": "patch",
          "published_at": "2025-08-24T07:15:23Z"
        },
        {
          "tag": "v0.2.20",
          "kind": "patch",
          "published_at": "2025-08-09T08:00:52Z"
        },
        {
          "tag": "v0.2.19",
          "kind": "patch",
          "published_at": "2025-07-27T07:28:35Z"
        },
        {
          "tag": "v0.2.18",
          "kind": "patch",
          "published_at": "2025-07-23T12:00:47Z"
        },
        {
          "tag": "v0.2.17",
          "kind": "patch",
          "published_at": "2025-07-09T05:12:12Z"
        },
        {
          "tag": "v0.2.16",
          "kind": "patch",
          "published_at": "2025-07-01T05:03:44Z"
        },
        {
          "tag": "v0.2.15",
          "kind": "patch",
          "published_at": "2025-06-17T09:25:28Z"
        },
        {
          "tag": "v0.2.14",
          "kind": "patch",
          "published_at": "2025-05-28T08:34:54Z"
        },
        {
          "tag": "v0.2.13",
          "kind": "patch",
          "published_at": "2025-05-26T16:53:26Z"
        },
        {
          "tag": "v0.2.12",
          "kind": "patch",
          "published_at": "2025-05-24T08:39:33Z"
        },
        {
          "tag": "v0.2.11",
          "kind": "patch",
          "published_at": "2025-05-18T09:49:30Z"
        },
        {
          "tag": "v0.2.10",
          "kind": "patch",
          "published_at": "2025-05-18T03:48:08Z"
        },
        {
          "tag": "v0.2.9",
          "kind": "patch",
          "published_at": "2025-05-18T03:19:06Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2025-05-17T07:04:17Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2025-05-15T04:27:46Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2025-05-14T12:20:30Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2025-05-14T04:40:01Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2025-05-14T04:14:19Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2025-05-09T03:49:05Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2025-04-25T12:34:24Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2025-04-25T11:38:47Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2025-04-25T08:19:08Z"
        },
        {
          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2025-04-23T02:00:14Z"
        },
        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2025-04-18T07:16:18Z"
        },
        {
          "tag": "v0.1.13",
          "kind": "patch",
          "published_at": "2025-04-17T16:42:18Z"
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          "oid": "0767a50688984214f67a1331945b6695da53590d",
          "body": "feat(server): add TimeoutMiddleware for tool handlers",
          "is_bot": false,
          "headline": "Merge pull request #204 from knightxiaoxi/feat/tool-timeout-middleware",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "is_bot": false,
          "headline": "fix: correct spelling 'cancelled' -> 'canceled' in TimeoutMiddleware …",
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          "author_login": "knightxiaoxi",
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        {
          "oid": "79f5e6d90d2fe196208a26a0cb41365260ea3da7",
          "body": "## Summary\nAdd `TimeoutMiddleware` that enforces a per-tool execution timeout.\n\n## Changes\n- `TimeoutMiddleware(timeout)` wraps handler context with `WithTimeout`\n- Placed alongside existing `RateLimitMiddleware` for consistency\n\n## Motivation\nSlow/hanging tool implementations can block the MCP serv\n[…]\n. This middleware + RateLimitMiddleware form a basic resilience pair.\n\n## Usage\n```go\nserver.RegisterTool(&protocol.Tool{Name: \"search\"},\n    server.TimeoutMiddleware(30*time.Second)(myHandler),\n)\n```",
          "is_bot": false,
          "headline": "feat(server): add TimeoutMiddleware for tool handlers",
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          "is_bot": false,
          "headline": "Merge pull request #203 from groundcover-com/yosi/fix-misspell-statel…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T15:12:40Z",
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          "oid": "4d31baf667fdeb3e87f47fef7a84fcbe56bd1ae2",
          "body": "The misspell linter rejects the British \"cancelled\" in string literals\n(it wants the US \"canceled\"). Reword the test's failure message to use\n\"cancellation\", which the linter accepts, fixing the lint failure\nintroduced by #202.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: resolve misspell lint failure in stateless cancellation test",
          "author_name": "Yosi Zelensky",
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          "is_bot": false,
          "headline": "Merge pull request #202 from groundcover-com/yosi/fix-stateless-notif…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T14:03:24Z",
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        {
          "oid": "6b15e93c5d99dd4479834f627a28d140f2f404b5",
          "body": "…ject DELETE with 405\n\nIn stateless mode two normal client messages are rejected with HTTP 400:\n\n1. notifications/cancelled -> 400 \"lack session\": handleNotifyWithCancelled\n   fails the GetSession(\"\") lookup and returns ErrLackSession. Per the MCP\n   cancellation spec, a cancellation for an unknown/\n[…]\nspecified only\n   for servers that require a session id). Mirrors handleGet's stateless 405.\n\nBoth paths are covered by new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: stateless transport should ignore unmatched cancellations and re…",
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          "is_bot": false,
          "headline": "Merge pull request #201 from jesse-engineer/fix/issue-200-content-typ…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-05-15T17:10:25Z",
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          "oid": "944f183883bda31caccc5ec318599b4c4d711ec0",
          "body": "Some servers or reverse proxies (e.g., nginx) append '; charset=utf-8'\nto the Content-Type header, resulting in 'text/event-stream; charset=utf-8'.\nThe strict equality check fails in this case, causing the error:\n'unexpected content type: text/event-stream; charset=utf-8'.\n\nUse strings.HasPrefix for text/event-stream check, consistent with how\napplication/json is already handled.\n\nFixes #200",
          "is_bot": false,
          "headline": "fix: use HasPrefix for text/event-stream content-type check",
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          "body": "…-union-type\n\nfix(protocol): JSON Schema type union for remote tool schemas (#198)",
          "is_bot": false,
          "headline": "Merge pull request #199 from jesse-engineer/fix/issue-198-json-schema…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-16T15:28:42Z",
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        {
          "oid": "7deec56b65b63118ef6436291e6e057b37d9f1bc",
          "body": "Replace slices.Equal with a small equalPropertyType helper; std slices\nrequires Go 1.21+.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): drop slices package for Go 1.18 CI",
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          "body": "Cover union type arrays on nested properties and schemas containing $ref\nso ListToolsResult unmarshaling stays compatible with remote servers.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): add regression for issue #198 ListTools JSON decode",
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          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into fix/issue-198-json-…",
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          "body": "Property.Type is now PropertyType ([]DataType) with custom JSON\nmarshal/unmarshal so remote tool schemas like type: [\"string\",\"number\"]\ndecode correctly (e.g. MCP ListTools). Validation treats multiple types as a union.\n\nAdds regression tests for unmarshaling and union validation.\n\nFixes ThinkInAIXYZ/go-mcp#198\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "fix(protocol): support JSON Schema type as string or array (union)",
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          "body": "…gnore-session-id\n\nfix: ignore session ID header in stateless mode",
          "is_bot": false,
          "headline": "Merge pull request #197 from groundcover-com/amiryona/fix-stateless-i…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-06T12:42:35Z",
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        {
          "oid": "cbd018b0aa2f3e2ca6fcbf3be543a88673b19439",
          "body": "In stateless mode, MCP proxies (e.g. TrueFoundry) may forward\nMcp-Session-Id headers from clients. Since the stateless server\ndoesn't track sessions, these requests were rejected with\nErrLackSession before any tool execution could occur.\n\nNow in stateless mode, the session ID header is ignored in handlePost,\nallowing proxied requests to proceed normally.\n\nResolves: CS-231",
          "is_bot": false,
          "headline": "fix: ignore session ID in stateless mode to prevent proxy rejection",
          "author_name": "Amir Yona",
          "author_login": "amiryona-groundcover",
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          "headline": "Merge pull request #194 from luopengift/main",
          "author_name": "Jesse",
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          "is_bot": false,
          "headline": "Merge pull request #193 from jesse-engineer/feat/schema_add_default",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "feat: schema add default",
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          "headline": "Merge pull request #191 from lengyue1084/feature/add-tool-filter-support",
          "author_name": "Jesse",
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          "is_bot": false,
          "headline": "fix: lint err",
          "author_name": "lengyue1084",
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          "headline": "fix: lint err",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-08T02:55:22Z",
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          "oid": "f1a31a9113cdf427682193421494bb15464f78cb",
          "body": "-Change toolFilters from slicing to a single function type\n-Update ToolFilter related interfaces and implementation\n-Modify the execution method of tool list filtering",
          "is_bot": false,
          "headline": "fix: Refactoring tool list filtering logic",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-08T02:15:02Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat: add tool list filter example",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-06T09:21:07Z",
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          "body": "-Add the toolFilters field to the Server structure to store tool list filters\n-Apply filters when processing tool list requests\n-Provide AddToolFilter and ClearToolFilters methods to support the addition and removal of filters",
          "is_bot": false,
          "headline": "feat: add tool list filtering function",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
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          "headline": "Merge pull request #189 from jesse-engineer/feat/streamable_http_hear…",
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          "body": "feat: optimize ch close Judgement",
          "is_bot": false,
          "headline": "Merge pull request #188 from jesse-engineer/feat/optimize_dequeueMessage",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "Merge pull request #187 from uuclove1992/main",
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          "headline": "Merge pull request #183 from ProgrammerPlus1998/main",
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          "headline": "New: Global middleware",
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          "headline": "New: Global middleware",
          "author_name": "xiechen",
          "author_login": "ProgrammerPlus1998",
          "committed_at": "2025-07-23T16:00:30Z",
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          "headline": "New: Global middleware",
          "author_name": "xiechen",
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          "headline": "New: Global middleware",
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          "body": "feat: optimization list tool parse",
          "is_bot": false,
          "headline": "Merge pull request #184 from jesse-engineer/feat/list_tool_parse",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2025-07-23T11:59:21Z",
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                "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 6/11 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 23 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 not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 6 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 6
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 6,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.84,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "84 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 26623,
              "source_files_sampled": 71,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/71 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 71,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T18:38:41.424244Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThinkInAIXYZ/go-mcp.svg",
  "full_name": "ThinkInAIXYZ/go-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 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Go.