Which integrations are available for this server?

Provides tools to list GitHub repositories, fetch user profiles, and list repository issues using the GitHub REST API.

How do I use mcp-app?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@mcp-app list repos for user torvalds with cards layout" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

mcp-app

by drjkuo

Overview Schema Source Related Servers Score Discussions Admin

TypeScript

Remote

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)
└── .env

Related MCP server: github-portfolio

Flow

GitHub API → repos data → LLM + catalog.prompt() → json-render Spec → Renderer

Setup

npm install
cp .env.example .env
# Set DEEPSEEK_API_KEY and DEEPSEEK_MODEL in .env
npm run build
npm start

Server listens at http://localhost:3001/mcp.

Test with basic-host

cd /Users/CYKUO/Codes/ext-apps/examples/basic-host && npm start

Open 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
`username`	GitHub user (default: `modelcontextprotocol`)
`perPage`	Max repos to fetch (default: 10)
`layout`	`table` or `cards` (default: `table`)
`prompt`	Natural language UI instructions for the LLM

`get-user-profile`

Parameter	Description
`username`	GitHub user (default: `modelcontextprotocol`)
`layout`	`table` or `cards` (default: `table`)
`prompt`	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
`owner`	Repo owner (default: `modelcontextprotocol`)
`repo`	Repo name (default: `ext-apps`)
`state`	`open`, `closed`, or `all` (default: `open`)
`perPage`	Max issues to fetch (default: 10)
`layout`	`table` or `cards` (default: `table`)
`prompt`	Natural language UI instructions for the LLM

Pull requests are filtered out; only issues are returned.

Environment Variables

Variable	Required	Description
`DEEPSEEK_API_KEY`	Yes	DeepSeek API key
`DEEPSEEK_MODEL`	No	e.g. `deepseek-v4-flash`
`DEEPSEEK_BASE_URL`	No	Default `https://api.deepseek.com/v1`
`GITHUB_TOKEN`	No	Higher GitHub rate limits
`PORT`	No	Default `3001`

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

This server cannot be installed

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

Maintenance

ActivityInactive

ResponsivenessNo issues

Resources

GitHub Repository

Need Help?

Related Servers

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Connectors

Github Public Repos Mcp
io.github.varvararatta
Dive into the world of open-source with the GitHub Repo Explorer! Utilize the powerful GitHub
Version Control Developer Tools
2
Code Synapse — Fit Repo Finder A
com.leewaystudio
Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
Developer Tools Coding Agents
22
GitLumen MCP A
io.github.gitlumen-team
Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.
Version Control Code Analysis
52
searchcode A
com.searchcode
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
Search Code Analysis Version Control
62

Related MCP Servers

Gitingest MCP Server
Version Control Developer Tools Code Analysis
mattdepaolis
F
license
B
quality
D
maintenance
Enables 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.
Updated a year ago (2025-07-02 11:54 UTC)
1
-
github-portfolio
Version Control Developer Tools
sanjay-vasoya
F
license
Not graded
quality
D
maintenance
Enables fetching public repositories for a given GitHub username, returning curated data optimized for LLM context windows.
Updated 4 months ago (2026-05-03 00:59 UTC)
-
Repo Radar MCP
Version Control Search Developer Tools
javiermorron
A
license
Not graded
quality
C
maintenance
Discover, rank, and compare GitHub repositories from any MCP-compatible AI client. Enables searching, filtering, ranking, and evaluating open-source repositories by topic, language, stars, license, activity, and relevance.
Updated 4 months ago (2026-05-12 10:50 UTC)
MIT
GitHub Assistant MCP Server
Version Control Developer Tools
Kamalesh-Kavin
F
license
A
quality
D
maintenance
Enables natural-language queries about public GitHub repositories, including issues, pull requests, repo metadata, and READMEs, via the GitHub API.
Updated 6 months ago (2026-03-18 06:35 UTC)
5
-

Latest Blog Posts

Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)
By Om-Shree-0709 on July 25, 2026.
mcp
Agent Identity
OAuth 2.1
Your AI Chatbot Just Exposed Your CEO's Salary to an Intern
By Om-Shree-0709 on July 2, 2026.
Agent Identity
MCP Security
OAuth Delegation
Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)
By Om-Shree-0709 on June 30, 2026.
Agentic Ai
Prompt Injection
WebAssembly

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/drjkuo/mcp-app'

If you have feedback or need assistance with the MCP directory API, please join our Discord server