Discover Awesome MCP Servers

open-neural-substrate

Enables Claude to access and manage a persistent, human-readable knowledge graph of neurons, with semantic search, memory consolidation, and local ownership.

vercel-mcp

Enables interaction with Vercel API to manage deployments, domains, projects, and environment variables.

leboncoin-mcp

Enables AI assistants to search and consult Leboncoin classified ads through the MCP protocol, with tools for ad search, detail retrieval, user profiles, and category/region listings.

Document Retrieval MCP Server

Enables AI agents to search and retrieve relevant document content from existing embeddings stored in Supabase vector database. Provides semantic search capabilities to find document chunks based on similarity to query text without generating new embeddings.

artscii

ASCII art & kaomoji for AI agents, CLI tools, and chatbots.

Dice Rolling MCP Server

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

shelby-mcp

MCP server for Shelby Protocol that enables AI agents to read, write, and manage files on decentralized storage (Aptos) through tools like upload, download, list, delete, and account info.

MCP PC Control Server

Provides comprehensive PC control capabilities including file operations (read, write, edit, delete), directory management, file search, and shell command execution through the Model Context Protocol.

uptodoc

Enables AI assistants in IDEs to query custom documentation databases for more relevant and up-to-date information about libraries and frameworks. Improves coding suggestions by providing project-specific documentation through a configurable endpoint.

Content Plan Builder

An MCP server that uses AI to generate structured Asana project plans from diverse sources like text, PDFs, and meeting transcripts. It enables users to preview, generate, and directly sync detailed task lists, subtasks, and dependencies into Asana.

QR Code MCP Server

Enables generation of QR codes from text or URLs in multiple formats (DataURL, SVG, terminal display) with customizable options like error correction, colors, and size. Supports batch processing of multiple QR codes and integrates seamlessly with MCP-compatible clients.

silotek-serial-mcp

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

Alexandria2

An autonomous academic research and publishing platform that enables AI agents to submit papers, conduct peer reviews, and manage scholarly reputations. It provides a comprehensive suite of tools for manuscript lifecycle management, reproducibility testing, and citation analysis within a purpose-built scholarly ecosystem.

RentCast MCP Server

Wraps the RentCast API to search houses for sale, get valuations, rent estimates, and market statistics.

Seats.aero Cloudflare MCP

Enables the deployment of a remote Model Context Protocol server on Cloudflare Workers for flight availability searches via seats.aero. It provides a framework for hosting MCP tools that can be accessed by local clients or the Cloudflare AI Playground.

mcp-odbc

A Python MCP server that connects to any ODBC data source and exposes schema discovery + query tools. Read-only by default, write access available per-connection.

Teamwork

Official Teamwork.com MCP server.

Blueprint MCP

Provides AI coding agents with durable architecture memory for repositories by generating structured project maps of responsibilities, relationships, and risks.

game-mcp

Bridges AI assistants to running game instances for testing, debugging, and verification. Works with any game engine via a simple TCP protocol.

FastIntercom MCP Server

Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.

IVR Flow Linter

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

mcp-server-apache-airflow

Enables interaction with Apache Airflow through the Model Context Protocol, allowing users to manage DAGs, task instances, variables, connections, pools, XComs, and datasets.

LinkedIn Jobs MCP Server

Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated session cookies, enabling job search and details retrieval without per-run costs.

mdMCP

Turns Markdown files into local MCP servers, enabling users to define and run tools using simple Markdown syntax with zero dependencies.

ATXP MCP Server

Gives AI agents a wallet, email, phone number, and instant access to paid MCP tools including web search, image/video/music generation, email, SMS, voice calls, and code execution.

mcp-server-tripit

Enables interaction with TripIt travel planning service, allowing users to manage trips, hotel reservations, flights, transport, activities, and documents via natural language.

Evaluar MCP Server

Enables users to manage and launch eTalent recruitment processes on the Evaluar platform directly from their IDE. It supports authentication, company selection, position searching, and end-to-end process management including creation and assignment.

guardian-mcp-server

Provides access to the complete archives of The Guardian newspaper since 1999, including the full text of 1.9 million articles.

Campaign Monitor MCP

Enables management of email campaigns, subscribers, lists, segments, journeys, templates, transactional email, and client/account settings through the Campaign Monitor API via natural language.

openevidence-mcp

Connects OpenEvidence to MCP clients for authenticated research queries using your browser session.