AI App MCP

by yh008 · ai-ml · mcp-server, glama

Advanced setupBest for experimentalTrust score 5/100

A production-ready Python MCP server supporting stdio and Streamable HTTP transports, providing tools for health check, user query normalization, knowledge base search, document retrieval, and RAG prompt construction.

Source: https://github.com/yh008/Mcp

Install

git clone https://github.com/yh008/Mcp

Use this forAI-extracted

  • Integrate external tools and services with Claude through MCP protocol
  • Extend AI capabilities with custom server connections
  • Build standardized server implementations for AI agent communication

Works with

Claude Desktop

Tags: mcp-server, glama

Source: glama

About ai-ml MCP servers and Claude skills

ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

AI App MCP is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

Related ai-ml MCPs and skills

  • Symbol Delta Ledger by GlitterKill

    Enables AI coding agents to efficiently query code context via a symbol graph, reducing token usage by up to 20x.

  • esim-mcp-server by Stoneip

    Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations, with Stripe payment links and email delivery of QR codes.

  • Swagger MCP Server by nksmkj7

    Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint discovery, deep inspection, cURL generation, and TypeScript type generation.

  • mcp-offline-wikipedia by Rome-NotBeepBoop

    Provides offline search and retrieval of Wikipedia articles using Kiwix .zim files, enabling LLMs to access full Wikipedia content without internet.

  • mixxx-mcp by cloudygetty-ai

    MCP server for Mixxx DJ software that enables AI agents to control transport, mixing, EQ, loops, hotcues, and effects in real time through MIDI and OSC.

  • kpi-dealflow-mcp by ssaffhauser-web

    Enables AI assistants to manage a real estate pipeline by adding, listing, getting, and updating leads through KPI DealFlow.

  • dex-mcp by sanztheo

    Debug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.

  • tdlib-mcp-server by Crocodile-beep

    Connects AI agents to Telegram via the official TDLib library, enabling tools like getting user info, listing dialogs, and searching messages.

Frequently asked questions

How do I install AI App MCP?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support AI App MCP?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is AI App MCP free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.