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MCP Directory

Model Context Protocol Directory

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The Model Context Protocol (MCP) is an open standard for AI model communication.
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MCP Servers

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Documentation

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AI servers

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  • memphis

    3

    Memphis – Self‑Evolving AI Agent Runtime

    TypeScript

  • mcp-server

    3

    This repository provides the MCP Server, enabling AI assistants to safely utilize external tools like Python and web access. It enhances data processing and error handling, empowering bots to solve problems effectively.

    Python

  • financekit-mcp

    3

    Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

    Python

  • nb

    2

    Hypergraphic-FMOps is a tool that leverages the power of advanced AI models (OpenAI's GPT-4 and Anthropic's Claude-2) to analyze software architecture descriptions. Simply provide a description of you

    Jupyter Notebook

  • kimi-code-mcp

    2

    Connect Kimi Code’s large-context reading with Claude Code’s reasoning for efficient, cost-effective codebase analysis and edits.

    TypeScript

  • repo-graph

    2

    Structural graph memory for AI coding assistants — MCP server for codebase navigation

    Python

  • memtomem

    2

    Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

    Python

  • hyper-mcp

    2

    Hyper-mcp is a fast, secure MCP server that enhances applications with AI capabilities through WebAssembly plugins. It allows developers to write plugins in any language and distribute them via OCI registries.

    Rust

  • Y-star-gov

    2

    No description provided

    Python

  • spring-ai-mcp-test

    2

    This repository demonstrates Spring AI's integration with the Model Context Protocol (MCP) using Spring Boot, showcasing both server and client implementations for services like geocoding and timezone retrieval, enabling LLM interaction.

    Java

  • mcp-example

    2

    This repository provides an example of using the Model Context Protocol with a single tool, resource, and prompt, showcasing installation and usage of both the MCP server and client for interaction.

    Python

  • mcpserve

    2

    Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

    Python

  • siteaudit-mcp

    2

    Instant SEO, performance, and security audits for any URL — an MCP server for AI agents

    Python

  • damens_mcps

    2

    A collection of MCP servers I've put together with various AI tools for infrastructure management

    Python

  • karellen-rr-mcp

    1

    Provide an MCP server to enable reverse debugging with rr, improving control and insight during program execution analysis.

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