公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-14 12:19 UTC

txn2 / mcp-data-platform

A semantic data platform MCP server that composes multiple data tools with bidirectional cross-injection - tool responses automatically include critical context from other services.

Go · TypeScriptApache-2.0★ 9 星标⑂ 2 复刻始于 2026年1月在 GitHub 上查看 ↗
#data-analysis#data-lake#data-warehouse#golang#golang-library#mcp#mcp-server

txn2/mcp-data-platform 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AI Readiness（99/100），最低的是Community & Adoption（51/100）。 最近一次更新在今天。 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

txn2: Kubernetes apps and system utilities.组织
27 关注者93 个公开仓库始于 2018年4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。

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？

88优秀 · 占总体的 22%

开发活跃度

82良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
18/36提交节奏 — 52 周中有 26 周有提交
18/18提交量 — 最近一年 710 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year710
human_commit_share—
days_since_last_push0
active_weeks_last_year26

发布纪律

98优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 1 天前
27/27发布节奏 — 约每 0.9 天发布一次
8/10OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
所用输入
releases_count100
latest_release_tagv1.102.0
releases_from_tags否
days_since_latest_release1
mean_days_between_releases0.9

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？

51中等 · 占总体的 18%

流行度与采用

15危急
评分方式
14.6/60星标 — 9 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 0 位关注者
所用输入
forks2
stars9
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct是
has_pull_request_template是

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？

56中等 · 占总体的 24%

维护者韧性（巴士系数）

25危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.5/22.5提交分布 — 头号贡献者编写了 85% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.846

议题与 PR 响应能力

83良好
评分方式
45.9/46.8议题解决 — 98% 的议题已关闭
36.8/38.3PR 接受 — 已裁定的 PR 中 617/642 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/27 approved changesets -- score normalized to 0
所用输入
merged_prs617
open_issues6
closed_issues305
issue_closed_ratio0.981
closed_unmerged_prs25

所有权与托管责任

65中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
10.4/25所有者影响力 — txn2 有 27 位关注者
25/25既往记录 — 93 个公开仓库，账户约 8 年
所用输入
followers27
owner_typeOrganization
is_verified—
owner_logintxn2
public_repos93
account_age_days3,004

工程质量

基础的工程与文档实践是否到位？

86优秀 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 9 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml, eslint.config.js
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config否

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — http://mcp-data-platform.txn2.com/
10/10仓库描述
10/10主题标签 — 7 个主题标签
0/10Wiki
所用输入
topicsdata-analysis, data-lake, data-warehouse, golang, golang-library, mcp, mcp-server
has_wiki否
homepagehttp://mcp-data-platform.txn2.com/
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？

88优秀 · 占总体的 16%

安全态势

88优秀
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5CII-Best-Practices — badge detected: Passing
0/7.5Code-Review — Found 0/27 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — 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 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8.8

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。

99优秀 · 占总体的 0%

AI 代理上下文与指引

100优秀
评分方式
45/45代理指令 — CLAUDE.md
15/15机器可读文档（llms.txt） — 存在 llms.txt
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt是
legible_history_share—
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes29,720
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

97优秀
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, eslint.config.js
11/11静态类型检查 — ui/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
10/10OpenSSF Scorecard：Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix否
has_tests是
lockfilesgo.sum, package-lock.json
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsui/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。

面向模型的代码可读性

99优秀
评分方式
45/45可类型检查的代码 — Go（静态类型）
54.3/55可控的文件大小 — 采样的 1,438 个源文件中有 18 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes600,604
source_files_sampled1,438
oversized_source_files18

机器可读接口

100优秀
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — internal/apidocs/swagger.json, internal/apidocs/swagger.yaml
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_filesinternal/apidocs/swagger.json, internal/apidocs/swagger.yaml

关键数据

9GitHub 星标
2贡献者
710最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数（bus factor）
6开放议题
Go, npm, PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 8.8 / 10
8.8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 · 2026-07-14 12:19 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5CII-Best-Practicesbadge detected: Passing
0Code-ReviewFound 0/27 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
直接依赖 76
注册表软件包版本约束清单文件
Gogithub.com/anthropics/anthropic-sdk-gov1.19.0bench/go.mod
Gogithub.com/google/jsonschema-gov0.4.3bench/go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1bench/go.mod
Gogopkg.in/yaml.v3v3.0.1bench/go.mod
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2go.mod
Gogithub.com/Masterminds/squirrelv1.5.4go.mod
Gogithub.com/getkin/kin-openapiv0.142.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/golang-migrate/migrate/v4v4.19.1go.mod
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogithub.com/pgvector/pgvector-gov0.4.0go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/swaggo/http-swagger/v2v2.0.2go.mod
Gogithub.com/swaggo/swagv1.16.6go.mod
Gogithub.com/testcontainers/testcontainers-gov0.43.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.43.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/postgresv0.43.0go.mod
Gogithub.com/txn2/mcp-datahubv1.12.0go.mod
Gogithub.com/txn2/mcp-s3v1.3.0go.mod
Gogithub.com/txn2/mcp-trinov1.3.1go.mod
Gogithub.com/yosida95/uritemplate/v3v3.0.2go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogo.uber.org/goleakv1.3.0go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogolang.org/x/toolsv0.48.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
npm@codemirror/lang-html^6.4.11ui/package.json
npm@codemirror/lang-javascript^6.2.5ui/package.json
npm@codemirror/lang-markdown^6.5.0ui/package.json
npm@codemirror/lang-xml^6.1.0ui/package.json
npm@dnd-kit/core^6.3.1ui/package.json
npm@dnd-kit/sortable^10.0.0ui/package.json
npm@dnd-kit/utilities^3.2.2ui/package.json
npm@radix-ui/react-dialog^1.1.6ui/package.json
npm@radix-ui/react-dropdown-menu^2.1.6ui/package.json
npm@radix-ui/react-select^2.1.6ui/package.json
npm@radix-ui/react-separator^1.1.4ui/package.json
npm@radix-ui/react-slot^1.2.0ui/package.json
npm@radix-ui/react-tabs^1.1.3ui/package.json
npm@tailwindcss/typography^0.5.19ui/package.json
npm@tanstack/react-query^5.75.0ui/package.json
npm@types/papaparse^5.5.2ui/package.json
npm@uiw/react-codemirror^4.25.8ui/package.json
npmclass-variance-authority^0.7.1ui/package.json
npmclsx^2.1.1ui/package.json
npmd3-array^3.2.4ui/package.json
npmd3-sankey^0.12.3ui/package.json
npmd3-scale^4.0.2ui/package.json
npmd3-scale-chromatic^3.1.0ui/package.json
npmd3-shape^3.2.0ui/package.json
npmdompurify^3.4.11ui/package.json
npmhtml2canvas^1.4.1ui/package.json
npmlucide-react^0.469.0ui/package.json
npmmermaid^11.15.0ui/package.json
npmpapaparse^5.5.3ui/package.json
npmreact^19.1.0ui/package.json
npmreact-dom^19.1.0ui/package.json
npmreact-markdown^10.1.0ui/package.json
npmrecharts^2.15.3ui/package.json
npmremark-gfm^4.0.1ui/package.json
npmsucrase^3.35.1ui/package.json
npmtailwind-merge^3.3.0ui/package.json
npmzustand^5.0.5ui/package.json
全部依赖 974

来自 GitHub 依赖图的完整解析依赖集合：77 个直接依赖与 897 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/anthropics/anthropic-sdk-gov1.19.0直接
Gogithub.com/data-dog/go-sqlmockv1.5.2直接
Gogithub.com/getkin/kin-openapiv0.142.0直接
Gogithub.com/golang-jwt/jwt/v5v5.3.1直接
Gogithub.com/golang-migrate/migrate/v4v4.19.1直接
Gogithub.com/google/jsonschema-gov0.4.3直接
Gogithub.com/google/uuidv1.6.0直接
Gogithub.com/lib/pqv1.12.3直接
Gogithub.com/masterminds/squirrelv1.5.4直接
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1直接
Gogithub.com/pgvector/pgvector-gov0.4.0直接
Gogithub.com/prometheus/client_golangv1.23.2直接
Gogithub.com/stretchr/testifyv1.11.1直接
Gogithub.com/swaggo/http-swagger/v2v2.0.2直接
Gogithub.com/swaggo/swagv1.16.6直接
Gogithub.com/testcontainers/testcontainers-gov0.43.0直接
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.43.0直接
Gogithub.com/testcontainers/testcontainers-go/modules/postgresv0.43.0直接
Gogithub.com/txn2/mcp-datahubv1.12.0直接
Gogithub.com/txn2/mcp-s3v1.3.0直接
Gogithub.com/txn2/mcp-trinov1.3.1直接
Gogithub.com/yosida95/uritemplate/v3v3.0.2直接
Gogo.opentelemetry.io/otelv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0直接
Gogo.opentelemetry.io/otel/metricv1.44.0直接
Gogo.opentelemetry.io/otel/sdkv1.44.0直接
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0直接
Gogo.opentelemetry.io/otel/tracev1.44.0直接
Gogo.uber.org/goleakv1.3.0直接
Gogolang.org/x/cryptov0.54.0直接
Gogolang.org/x/oauth2v0.36.0直接
Gogolang.org/x/oauth2v0.35.0直接
Gogolang.org/x/syncv0.22.0直接
Gogolang.org/x/timev0.15.0直接
Gogolang.org/x/toolsv0.48.0直接
Gogopkg.in/yaml.v3v3.0.1直接
npm@codemirror/lang-html6.4.11直接
npm@codemirror/lang-javascript6.2.5直接
npm@codemirror/lang-markdown6.5.0直接
npm@codemirror/lang-xml6.1.0直接
npm@dnd-kit/core6.3.1直接
npm@dnd-kit/sortable10.0.0直接
npm@dnd-kit/utilities3.2.2直接
npm@radix-ui/react-dialog1.1.15直接
npm@radix-ui/react-dropdown-menu2.1.16直接
npm@radix-ui/react-select2.2.6直接
npm@radix-ui/react-separator1.1.8直接
npm@radix-ui/react-slot1.2.4直接
npm@radix-ui/react-slot1.2.3直接
npm@radix-ui/react-tabs1.1.13直接
npm@tailwindcss/typography0.5.19直接
npm@tanstack/react-query5.90.21直接
npm@types/papaparse5.5.2直接
npm@uiw/react-codemirror4.25.8直接
npmclass-variance-authority0.7.1直接
npmclsx2.1.1直接
npmd3-array2.12.1直接
npmd3-array3.2.4直接
npmd3-sankey0.12.3直接
npmd3-scale4.0.2直接
npmd3-scale-chromatic3.1.0直接
npmd3-shape3.2.0直接
npmd3-shape1.3.7直接
npmdompurify3.4.11直接
npmhtml2canvas1.4.1直接
npmlucide-react0.469.0直接
npmmermaid11.15.0直接
npmpapaparse5.5.3直接
npmreact19.2.4直接
npmreact-dom19.2.4直接
npmreact-markdown10.1.0直接
npmrecharts2.15.4直接
npmremark-gfm4.0.1直接
npmsucrase3.35.1直接
npmtailwind-merge3.5.0直接
npmzustand5.0.11直接
Godario.cat/mergov1.0.2间接
Gogithub.com/aws/aws-sdk-go-v2v1.41.12间接
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.13间接
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.23间接
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.22间接
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.28间接
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Gogithub.com/cenkalti/backoff/v5v5.0.3间接
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Gogithub.com/jcmturner/gokrb5/v8v8.4.4间接
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Gogithub.com/moby/patternmatcherv0.6.1间接
Gogithub.com/moby/sys/sequentialv0.6.0间接
Gogithub.com/moby/sys/userv0.4.0间接
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Gogithub.com/segmentio/encodingv0.5.4间接
Gogithub.com/shirou/gopsutil/v4v4.26.5间接
Gogithub.com/sirupsen/logrusv1.9.4间接
Gogithub.com/swaggo/files/v2v2.0.0间接
Gogithub.com/tidwall/gjsonv1.18.0间接
Gogithub.com/tidwall/matchv1.1.1间接
Gogithub.com/tidwall/prettyv1.2.1间接
Gogithub.com/tidwall/sjsonv1.2.5间接
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Gogithub.com/yusufpapurcu/wmiv1.2.4间接
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Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.61.0间接
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原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
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        "data-analysis",
        "data-lake",
        "data-warehouse",
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      },
      "pushed_at": "2026-07-13T23:20:52Z",
      "created_at": "2026-01-19T03:40:44Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-13T23:14:18Z",
      "description": "A semantic data platform MCP server that composes multiple data tools with bidirectional cross-injection - tool responses automatically include critical context from other services.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "primary_language": "Go",
      "significant_languages": [
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        "TypeScript"
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    "owner": {
      "blog": "https://txn2.com",
      "name": "txn2: Kubernetes apps and system utilities.",
      "type": "Organization",
      "login": "txn2",
      "company": null,
      "location": "Los Angeles, CA",
      "followers": 27,
      "avatar_url": "https://avatars.githubusercontent.com/u/38636502?v=4",
      "created_at": "2018-04-22T23:09:12Z",
      "is_verified": null,
      "public_repos": 93,
      "account_age_days": 3004
    },
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      "latest_release_at": "2026-07-13T01:01:15Z",
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          "type": "Bot",
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                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 617,
              "open_issues": 6,
              "closed_issues": 305,
              "issue_closed_ratio": 0.981,
              "closed_unmerged_prs": 25
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "98% of issues closed",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 98
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "617/642 decided PRs merged",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 617,
                      "decided": 642
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/27 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 27,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "txn2",
              "public_repos": 93,
              "account_age_days": 3004
            },
            "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": "27 followers of txn2",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 27,
                      "login": "txn2"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~8 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": ".golangci.yml, eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "data-analysis",
                "data-lake",
                "data-warehouse",
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                "golang-library",
                "mcp",
                "mcp-server"
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              "has_wiki": false,
              "homepage": "http://mcp-data-platform.txn2.com/",
              "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": "http://mcp-data-platform.txn2.com/",
                "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": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 88,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.8
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 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": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/27 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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 30 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 2
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 99,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 29720
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 97,
            "inputs": {
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              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": true,
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              "has_devcontainer": false,
              "has_linter_config": true,
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              "agent_commit_share": null,
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              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
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                ],
                "max_points": 11
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              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "ui/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
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                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
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                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
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              "oversized_source_files": 18
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "18/1438 source files over 60KB",
                "points": 54.3,
                "status": "partial",
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                    "code": "oversized_source_files",
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "internal/apidocs/swagger.json",
                "internal/apidocs/swagger.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "internal/apidocs/swagger.json, internal/apidocs/swagger.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "internal/apidocs/swagger.json, internal/apidocs/swagger.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
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                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-14T12:19:55.500669Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/txn2/mcp-data-platform.svg",
  "full_name": "txn2/mcp-data-platform",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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87github/github-mcp-serverGitHub's official MCP Server优秀89stacklok/toolhiveToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.优秀88stackloklabs/toolhiveToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.优秀88pulumi/coconutPulumi - Infrastructure as Code in any programming language 🚀优秀88pulumi/pulumi-fabricPulumi - Infrastructure as Code in any programming language 🚀优秀88pulumi/lumiPulumi - Infrastructure as Code in any programming language 🚀优秀

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 v0.11.0—— 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.