公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 19:13 UTC
JochenYang / luma-mcp
Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。
JochenYang/luma-mcp 的健康指数为 100 分中的 59 分，处于「中等」区间。 其得分最高的类别是Vitality（81/100），最低的是Security（42/100）。 最近一次更新在 6 天前。 近期的大部分工作由 1 位贡献者完成。
59
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
59
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| npm | luma-mcp | 1.6.0 | 11,258 | 29 | 6 天前 | mcpvisionaiglm-4.6vzhipudeepseek-ocrsiliconflowqwen3-vlaliyundashscopedoubaovolcenginearkocrfreeimage-understandingmulti-model |
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？
81
开发活跃度
68中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 6 天前 |
| 9.7/36 | 提交节奏 — 52 周中有 14 周有提交 |
| 14.9/18 | 提交量 — 最近一年 45 次提交 |
| 7/10 | OpenSSF Scorecard：Maintained — 7 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 7 |
所用输入
| commits_last_year | 45 |
| human_commit_share | 1 |
| days_since_last_push | 6 |
| active_weeks_last_year | 14 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 22 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 6 天前 |
| 27/27 | 发布节奏 — 约每 19.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 22 |
| latest_release_tag | v1.6.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 6 |
| mean_days_between_releases | 19.8 |
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？
50
流行度与采用
39存在风险
评分方式
| 31/60 | 星标 — 83 个星标 |
| 8.3/25 | 复刻 — 11 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 11 |
| stars | 83 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
68中等
评分方式
| 54/80 | 月度下载量 — npm 合计每月 11,258 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | luma-mcp |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 11,258 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
47
维护者韧性（巴士系数）
13危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
47存在风险
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 0/38.3 | PR 接受 — 已裁定的 PR 中 0/1 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 1 |
所有权与托管责任
47存在风险
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 8.5/25 | 所有者影响力 — JochenYang 有 14 位关注者 |
| 18.9/25 | 既往记录 — 29 个公开仓库，账户约 4 年 |
所用输入
| followers | 14 |
| owner_type | User |
| is_verified | — |
| owner_login | JochenYang |
| public_repos | 29 |
| account_age_days | 1,496 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — npm 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 6 天前 |
| 20/20 | 版本历史 — 29 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | luma-mcp |
| ecosystems | npm |
| any_deprecated | 否 |
| min_days_since_publish | 6 |
工程质量
基础的工程与文档实践是否到位？
70
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
85优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | image-understanding, mcp, mcp-server, model-context-protocol, vision |
| has_wiki | 是 |
| homepage | — |
| 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？
42
安全态势
36存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 5.2/7.5 | Maintained — 7 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 7 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.6 |
已排除计分（无数据或不适用）：ci_tests, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
68中等
评分方式
| 14.6/35 | 直接依赖不含已知公告 — 1 个受影响：sharp 0.33.5 (high 7.3) |
| 13.2/25 | 间接依赖不含已知公告 — 1 个受影响：@hono/node-server 1.19.15 (moderate 5.9) |
| 40/40 | 没有长期未处理的公告 — 没有公告公开超过 90 天 |
所用输入
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 138 |
| unassessed_packages | 0 |
| affected_by_severity | high 1, moderate 1 |
| direct_affected_packages | 1 |
比对的是 npm:luma-mcp@1.6.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 138 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
47
AI 代理上下文与指引
40存在风险
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 — 45 次人类提交中有 44 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.978 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
43存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — tsconfig.json |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 45 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
100优秀
评分方式
| 45/45 | 可类型检查的代码 — TypeScript（静态类型） |
| 55/55 | 可控的文件大小 — 采样的 23 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | TypeScript |
| largest_source_bytes | 25,263 |
| source_files_sampled | 23 |
| oversized_source_files | 0 |
机器可读接口
20危急
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 0/40 | 可运行示例 |
所用输入
| example_dirs | — |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
83GitHub 星标
1贡献者
45最近 12 个月提交数
6距最近推送天数
22发布版本数
1巴士系数（bus factor）
0开放议题
npm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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 11 ⇿
0Star
11Fork
17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。
主版本 0次版本 3修订 14
OpenSSF Scorecard 3.6 / 10
3.6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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 7 | Maintained | 7 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 7 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| npm | @modelcontextprotocol/sdk | ^1.25.4 | package.json |
| npm | axios | ^1.15.1 | package.json |
| npm | sharp | ^0.33.5 | package.json |
| npm | zod | ^3.25.76 | package.json |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 2
安装 npm:luma-mcp@1.6.0 会引入 138 个包（直接与传递）：其中 2 个存在已知公告，1 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| sharp | 0.33.5 | 直接 | 高 | 1 | 0.35.0 |
| @hono/node-server | 1.19.15 | 间接 | 中 | 1 | 2.0.5 |
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": [
"image-understanding",
"mcp",
"mcp-server",
"model-context-protocol",
"vision"
],
"is_fork": false,
"size_kb": 323,
"has_wiki": true,
"homepage": null,
"languages": {
"JavaScript": 9938,
"TypeScript": 84553
},
"pushed_at": "2026-07-20T12:28:22Z",
"created_at": "2025-11-11T14:02:06Z",
"owner_type": "User",
"updated_at": "2026-07-22T02:52:41Z",
"description": "Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "TypeScript",
"significant_languages": [
"TypeScript",
"JavaScript"
]
},
"owner": {
"blog": null,
"name": "Jochen",
"type": "User",
"login": "JochenYang",
"company": "MILOYA",
"location": null,
"followers": 14,
"avatar_url": "https://avatars.githubusercontent.com/u/107936988?v=4",
"created_at": "2022-06-21T14:08:44Z",
"is_verified": null,
"public_repos": 29,
"account_age_days": 1496
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-07-20T12:25:09Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2026-06-13T00:56:37Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2026-06-13T00:51:14Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2026-05-24T04:41:10Z"
},
{
"tag": "v1.3.8",
"kind": "patch",
"published_at": "2026-05-02T01:31:50Z"
},
{
"tag": "v1.3.7",
"kind": "patch",
"published_at": "2026-04-28T15:48:45Z"
},
{
"tag": "v1.3.6",
"kind": "patch",
"published_at": "2026-03-06T13:55:21Z"
},
{
"tag": "v1.3.5",
"kind": "patch",
"published_at": "2026-02-14T04:42:14Z"
},
{
"tag": "v1.3.4",
"kind": "patch",
"published_at": "2026-02-04T04:07:47Z"
},
{
"tag": "v1.3.3",
"kind": "patch",
"published_at": "2026-01-23T14:53:54Z"
},
{
"tag": "v1.3.2",
"kind": "patch",
"published_at": "2026-01-20T06:35:44Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2026-01-06T05:57:05Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2025-12-31T09:52:53Z"
},
{
"tag": "v1.2.9",
"kind": "patch",
"published_at": "2025-12-31T09:07:05Z"
},
{
"tag": "v1.2.8",
"kind": "patch",
"published_at": "2025-12-24T13:33:18Z"
},
{
"tag": "v1.2.7",
"kind": "patch",
"published_at": "2025-12-17T12:00:58Z"
},
{
"tag": "v1.2.6",
"kind": "patch",
"published_at": "2025-12-16T10:09:52Z"
},
{
"tag": "v1.2.5",
"kind": "patch",
"published_at": "2025-12-16T09:35:21Z"
},
{
"tag": "v1.2.4",
"kind": "patch",
"published_at": "2025-12-15T10:31:28Z"
},
{
"tag": "v1.2.3",
"kind": "patch",
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"body": "…g logic\n\n- Fix missing enableThinking parameter in index.ts analyzeWithRetry\n- Unify thinking enable logic across all clients (enableThinking !== false)\n- Volcengine Doubao now correctly supports thinking mode\n- Add comprehensive logging to Qwen client\n- Refactor Zhipu client thinking parameter handling\n\nAll supported models (Zhipu, Qwen, Volcengine) now correctly enable thinking mode.\nUsers can disable it via ENABLE_THINKING=false to improve speed and reduce costs.",
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"headline": "fix(thinking): fix enableThinking parameter passing and unify thinkin…",
"author_name": "dabaotongxue",
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"headline": "docs: update project structure in README files",
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"is_bot": false,
"headline": "feat: upgrade to v1.2.7 - add volcengine provider support",
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"is_bot": false,
"headline": "feat: upgrade to v1.2.6 - glm-4.6v model, 16384 tokens, thinking mode…",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
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"is_bot": false,
"headline": "feat: remove prompt wrapper and use raw prompts for all providers",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
"committed_at": "2025-12-16T09:34:57Z",
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"headline": "chore: release v1.2.4 - version bump",
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"author_login": "JochenYang",
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"headline": "chore: release v1.2.3 - code cleanup and tool description optimization",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
"committed_at": "2025-11-21T15:56:20Z",
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"headline": "docs: update CHANGELOG.MD something",
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"author_login": "JochenYang",
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},
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"body": null,
"is_bot": false,
"headline": "feat: add @ path support and optimize prompts for v1.2.2",
"author_name": "dabaotongxue",
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"headline": "docs: update project structure in READMEs",
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"is_bot": false,
"headline": "ci: remove automatic npm publish from workflow due to npm token polic…",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
"committed_at": "2025-11-18T08:02:24Z",
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"headline": "chore: bump version to 1.2.1",
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"headline": "docs: add Qwen local testing examples and pricing/model comparison de…",
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"author_login": "JochenYang",
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"headline": "refactor: simplify prompts.ts comment header",
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"body": "- Auto-create GitHub Release from tag\n- Extract release notes from CHANGELOG.md\n- Auto-publish to npm with NPM_TOKEN",
"is_bot": false,
"headline": "ci: add GitHub Actions workflow for automated releases",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
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"body": "- Add Aliyun Qwen3-VL-Flash vision model support\n- Support thinking mode for complex scenarios\n- Update all clients to use independent parameters\n- Remove hardcoded API keys from test files (security fix)\n- Update documentation (CN/EN) with Qwen configuration examples\n- Default to qwen3-vl-flash model for better cost-performance\n- Update .env.example with Qwen configuration",
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"headline": "feat: Add Data URI support for image input (v1.1.1)",
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"author_login": "JochenYang",
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"author_name": "dabaotongxue",
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"body": "- Add multi-model architecture with VisionClient interface\n- Support SiliconFlow DeepSeek-OCR (free OCR service)\n- Add MODEL_PROVIDER environment variable for model selection\n- Optimize prompt handling for DeepSeek-OCR\n- Update documentation with dual-model configuration\n- Add .env.example and CHANGELOG.md\n- Maintain backward compatibility with existing configurations",
"is_bot": false,
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{
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"body": "- Thinking mode is now ON by default (better for image analysis)\n- Updated documentation to reflect default behavior\n- Users can disable it via ZHIPU_ENABLE_THINKING=false if needed\n- Changed parameter name from 'question' to 'prompt' in docs\n- Version bump to 1.0.3",
"is_bot": false,
"headline": "feat: re-enable thinking mode by default for better accuracy",
"author_name": "dabaotongxue",
"author_login": "JochenYang",
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"headline": "chore: Update the .gitignore`",
"author_name": "dabaotongxue",
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"body": "- Changed default behavior: thinking mode is now OFF by default\n- Users can enable it via ZHIPU_ENABLE_THINKING=true if needed\n- Reduces response time by ~30%\n- Saves ~20-30% tokens per request\n- Version bump to 1.0.2",
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"headline": "perf: disable thinking mode by default for better speed and lower cost",
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"is_bot": false,
"headline": "feat: make prompt parameter required to improve auto-trigger reliability",
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"author_login": "JochenYang",
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"headline": "docs: update tool invocation instructions with correct MCP tool names",
"author_name": "dabaotongxue",
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}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "at_risk",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 47,
"inputs": {
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"closed_issues": 4,
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "0/1 decided PRs merged",
"points": 0,
"status": "missed",
"details": [
{
"code": "decided_prs_merged",
"params": {
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"decided": 1
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 47,
"inputs": {
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"is_verified": null,
"owner_login": "JochenYang",
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"account_age_days": 1496
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "14 followers of JochenYang",
"points": 8.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 14,
"login": "JochenYang"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~4 yr old",
"points": 18.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 4
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"luma-mcp"
],
"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 6
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on npm",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "npm"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 6 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 6
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "29 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 29
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 70,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
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"components": [
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"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
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},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"topics": [
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"mcp",
"mcp-server",
"model-context-protocol",
"vision"
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"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
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{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 36,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.6
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"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "7 commit(s) and 2 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": "no SAST tool detected",
"points": 0,
"status": "missed",
"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": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "24 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Matched the npm:luma-mcp@1.6.0 runtime dependency closure — what installing the published package pulls in — 138 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
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}
},
{
"code": "advisories_reachability",
"params": {}
}
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"value": 68,
"inputs": {
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"affected_packages": 2,
"assessed_packages": 138,
"unassessed_packages": 0,
"affected_by_severity": "high 1, moderate 1",
"direct_affected_packages": 1
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: sharp 0.33.5 (high 7.3)",
"points": 14.6,
"status": "partial",
"details": [
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"code": "advisories_affected",
"params": {
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"packages": "sharp 0.33.5 (high 7.3)"
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
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"detail": "1 affected: @hono/node-server 1.19.15 (moderate 5.9)",
"points": 13.2,
"status": "partial",
"details": [
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"code": "advisories_affected",
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}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"points": 40,
"status": "met",
"details": [
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"code": "advisories_none_stale",
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],
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]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"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": [],
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"direct_malicious_packages": 0,
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"components": [
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"points": 100,
"status": "met",
"details": [
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"code": "no_malicious_dependencies",
"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": "at_risk",
"name": "AI Readiness",
"value": 47,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.978,
"agent_instruction_files": [],
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"components": [
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"key": "agent_instructions",
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"points": 0,
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"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
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{
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"notes": [],
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{
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{
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{
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{
"key": "demonstrated_agent_practice",
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{
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{
"key": "openssf_scorecard_pinned_dependencies",
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{
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"notes": [],
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"components": [
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"status": "met",
"details": [
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"code": "statically_typed_language",
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{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
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"code": "oversized_source_files",
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}
],
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]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
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"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
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"points": 20,
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{
"key": "runnable_examples",
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"points": 0,
"status": "missed",
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],
"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."
}
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},
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"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T19:13:50.403086Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JochenYang/luma-mcp.svg",
"full_name": "JochenYang/luma-mcp",
"license_state": "standard",
"license_spdx": "MIT"
}