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

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  • aws-mcp

    296

    AWS MCP is a Model Context Protocol server that allows AI assistants like Claude to interact with your AWS environment using natural language for querying and managing resources. It offers

    TypeScript
  • apollo-mcp-server

    295

    Apollo MCP Server

    Rust
  • MCP-Server-Playwright

    295

    This repository provides a Model Context Protocol (MCP) server leveraging Playwright for browser automation. It enables LLMs to interact with web pages, capture screenshots, and execute JavaScript within a real browser environment.

    JavaScript
  • perplexity-mcp

    295

    The MCP-researcher Server provides a research assistant for Cline, utilizing Perplexity's Sonar Pro API to offer documentation, API discovery, and deprecated code checks, enhanced with Chain of Thought Reasoning and

    JavaScript
  • cpp-mcp

    292

    Lightweight C++ MCP (Model Context Protocol) SDK

    C++
  • mcp-manager

    288

    This repository provides a desktop application, MCP Manager, for MacOS that simplifies the management of Model Context Protocol (MCP) servers, enabling Claude Desktop to access various services and data sources locally.

    TypeScript
  • model-context-protocol-resources

    287

    This repository offers resources for the Model Context Protocol (MCP), including guides, utilities, and client/server implementations in TypeScript, Python, and Kotlin, facilitating LLM interaction with external systems. This repository offers

  • erickwendel-contributions-mcp

    282

    This repository hosts a Model Context Protocol (MCP) server designed to query Erick Wendel's contributions, including talks, blog posts, and videos, using natural language. It offers tools for filtering and

    TypeScript
  • mcp-openapi-server

    274

    This repository provides an OpenAPI MCP server, enabling Large Language Models to interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol. It simplifies API discovery and

    JavaScript
  • mcp-trader

    272

    The MCP Trader Server repository provides a Model Context Protocol server equipped with tools for stock analysis and trading, including technical analysis, relative strength calculations, and position sizing.

    Python
  • firebase-mcp

    245

    This repository provides a Model Context Protocol (MCP) server that enables LLM clients to interact with Firebase services like Authentication, Firestore, and Storage. It allows LLMs to access Firebase data and tools.

    TypeScript
  • mcp_omni_connect

    244

    MCPOmni Connect is a universal command-line interface that integrates multiple MCP servers, AI models, and transport protocols into a unified, intelligent interface. It offers multi-protocol support and AI-powered intelligence.

    Python
  • MCP-connect

    238

    MCP Connect bridges the gap between cloud AI services and local Stdio-based MCP servers by translating HTTP/HTTPS requests, enabling cloud integration with local resources. MCP Connect bridges the gap between

    TypeScript
  • mindmap-mcp-server

    235

    The Mindmap MCP Server converts Markdown content into interactive mindmaps using the Model Context Protocol. It supports installation via pip, uvx, or Docker and integrates with MCP clients like Claude Desktop.

    Python
  • mcp-server-commands

    228

    This repository provides tools, `run_command` and `run_script`, for LLMs like Claude to execute commands and scripts, enabling creative interactions while requiring careful user oversight for security. This repository provides tools,

    JavaScript
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