Discover Awesome MCP Servers

Debug Companion MCP

Enables AI coding agents to debug Python projects by running pytest, extracting failure locations, displaying code context around failures, and optionally requesting fix suggestions from Gemini.

Remote MCP Server

A Cloudflare Workers-based MCP server that enables deployment of custom tools accessible via the Model Context Protocol without authentication requirements.

Semantic Context MCP

Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

MCP Specification Server

Provides complete access to Model Context Protocol documentation through an MCP server, allowing LLMs to query specific sections like 'Tools', 'Resources', and 'Authorization' to retrieve comprehensive protocol specifications.

CAD-Query MCP Server

Enables conversational 3D modeling by providing CAD-Query functionality to validate parametric 3D models against criteria and export to STL/STEP formats for 3D printing and CAD applications.

MCP PDF Reader

Intelligent PDF processing server that automatically detects PDF types (text or scanned), extracts text, performs OCR recognition in 10 languages, searches content with regex support, and retrieves metadata through the Model Context Protocol.

Quick-start Auto MCP

A tool that helps users easily register Anthropic's Model Context Protocol in Claude Desktop and Cursor, providing ready-made MCP tools for RAG, web search, and Dify integrations.

GPT OpenMemory MCP Server

Enables ChatGPT Desktop to save and manage conversation memories locally in SQLite, with features for searching past conversations, creating summaries, and exporting dialogues to markdown files.

Wiki OSRS MCP

Provides access to Old School RuneScape wiki information and game data through MCP tools. Enables users to query OSRS game content, items, and mechanics via natural language.

MCP News Server

A server providing access to news articles from various categories including tech, data science, cybersecurity, and more, allowing retrieval and summarization of latest content.

BookStack MCP Server

Enables searching and retrieving content from BookStack knowledge bases via the BookStack API. It provides structured page data with clean HTML-to-text conversion for seamless integration with AI models.

Simple Streamable HTTP MCP Server

A reference implementation demonstrating proper MCP server patterns with HTTP transport, featuring session management, progress notifications, and example tools for testing server functionality. Serves as a clean template for building MCP servers with streamable responses and comprehensive error handling.

USQL MCP Server

Enables AI assistants to execute SQL queries against any database supported by the usql CLI tool. Provides seamless database interaction through MCP by forwarding queries directly to usql and returning results in JSON or CSV format.

Burp Suite MCP Server Extension

Servidor MCP para Burp

Golang Dev Tools

Golang Dev Tools

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automation platform, allowing them to create, manage, and execute automation flows through natural language commands.

Local Documents MCP Server

A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.

MCP-Server-MySSL

Servidor MCP MySSL

LeetCode Crawler

Servidor MCP para coletar as perguntas da entrevista em discussão.

Joplin MCP Server

Enables AI assistants to manage Joplin Notes through the Web Clipper API, supporting note creation, updates, search, notebook organization, and tag management.

Brain-MCP

Provides AI with persistent memory management including short-term memory (FIFO queue), long-term memory (graph-based storage with associations), and thought process management with multiple cognitive modes for continuous learning and reasoning.

Hono Math MCP Server

Enables LLMs to perform basic mathematical operations (add, subtract, multiply, divide) through a Model Context Protocol server built with Hono and deployed on Vercel. Provides type-safe calculator tools that can be accessed by any MCP-compatible client.

Shoplazza MCP Tool

A Cursor-compatible MCP server that retrieves documentation information for Shoplazza LessJS components, including properties, methods, events, and example code.

mcp-weather

A Model Context Protocol (MCP) server built with the mcp-framework to provide weather-related tools and data to AI clients. It enables integration of weather capabilities and custom tools into the MCP ecosystem for use with platforms like Claude Desktop.

Hello MCP

Implementação mínima de um servidor MCP em Python com o MCP Python SDK.

MCP Wolfram Alpha Server

The MCP server that uses Wolfram Alpha via API.

MCP-YouTube-Transcribe

Enables fetching transcripts from YouTube videos by searching for videos based on text queries and retrieving either official transcripts or generating them using AI-powered transcription with Whisper when official transcripts are unavailable.

HTTP OAuth MCP Server

A reference implementation for creating an MCP server supporting Streamable HTTP & SSE Transports with OAuth authorization, allowing developers to build OAuth-authorized MCP servers with minimal configuration.

Debug MCP

A debugging gateway for distributed systems that provides 17 tools for interacting with AWS CloudWatch, Step Functions, LangSmith, and Jira. It enables efficient log analysis, workflow tracing, and ticket management while significantly reducing token usage through a single-interface discovery pattern.