F
licenseB
qualityD
maintenanceEnables analysis and querying of Git repository content (both public and private) through a unified tool that provides repository summaries, file structures, and full content optimized for LLM consumption.
1
-
mcp-app
by drjkuo
Provides tools to list GitHub repositories, fetch user profiles, and list repository issues using the GitHub REST API.
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
GitHub MCP App Demo (json-render + LLM)
An MCP App that fetches public GitHub repositories and uses an LLM to generate a json-render UI spec.
Project layout
mcp-app/
├── server/ # MCP server (tools, GitHub API, LLM spec generation)
│ ├── main.ts # entry — HTTP / stdio transport
│ ├── server.ts # tool + resource registration
│ ├── github.ts # GitHub REST API
│ ├── llm-spec.ts # DeepSeek / OpenAI → json-render spec
│ ├── catalog.ts # json-render component catalog
│ └── types.ts
├── app/ # MCP App UI (iframe)
│ ├── index.html
│ ├── main.tsx
│ └── registry.tsx
├── dist/ # build output (index.html bundle)
└── .envRelated MCP server: github-portfolio
Flow
GitHub API → repos data → LLM + catalog.prompt() → json-render Spec → RendererSetup
npm install
cp .env.example .env
# Set DEEPSEEK_API_KEY and DEEPSEEK_MODEL in .env
npm run build
npm startServer listens at http://localhost:3001/mcp.
Test with basic-host
cd /Users/CYKUO/Codes/ext-apps/examples/basic-host && npm startOpen http://localhost:8080 → http://localhost:3001/mcp → pick a tool → Call Tool.
Tools
All tools require DEEPSEEK_API_KEY and use the LLM to generate the UI spec. The layout parameter (table or cards) is passed as a hint to the LLM.
list-repos
Parameter | Description |
| GitHub user (default: |
| Max repos to fetch (default: 10) |
|
|
| Natural language UI instructions for the LLM |
get-user-profile
Parameter | Description |
| GitHub user (default: |
|
|
| Natural language UI instructions for the LLM |
Returns profile fields such as bio, followers, following, public repo count, location, and company.
list-repo-issues
Parameter | Description |
| Repo owner (default: |
| Repo name (default: |
|
|
| Max issues to fetch (default: 10) |
|
|
| Natural language UI instructions for the LLM |
Pull requests are filtered out; only issues are returned.
Environment Variables
Variable | Required | Description |
| Yes | DeepSeek API key |
| No | e.g. |
| No | Default |
| No | Higher GitHub rate limits |
| No | Default |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo recent community issues
Related MCP Connectors
Browse, search and scan a public leaderboard of AI-generated GitHub repos.
Dive into the world of open-source with the GitHub Repo Explorer! Utilize the powerful GitHub
Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.
Related MCP Servers
- FlicenseNot gradedqualityDmaintenanceEnables fetching public repositories for a given GitHub username, returning curated data optimized for LLM context windows.-
- AlicenseAqualityDmaintenanceEnables AI agents to query a GitHub user's public profile, repositories, language breakdowns, and README content61MIT
- FlicenseNot gradedqualityDmaintenanceEnables AI assistants to discover and interact with GitHub repositories through standardized MCP tools, allowing exploration and retrieval of project information without direct API calls.-