Discover Awesome MCP Servers

Agent Skills API

A multi-agent system for code rules management using MCP, supporting search, generation, and architectural validation through specialized agents.

Lix Agent Version Control MCP Server

Enables AI agents to manage version control for product assets with tools for creating change sets, comparing versions, approving merges, and exporting receipts.

molsen.ca MCP

Enables LLMs to access Mike Olsen's essays on AI governance, professional accountability, and the future of technical work via the Model Context Protocol.

MCP Demo Server

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

YouTube MCP Server

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

code-analyze-mcp

Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.

notebooklm-mcp-2026

MCP server for querying Google NotebookLM notebooks, enabling AI assistants to list notebooks, read sources, and ask questions about them.

mcp-arcgis-salem

Provides access to City of Salem GIS open geospatial data (ArcGIS), enabling search, query, and schema retrieval of datasets such as parcels, zoning, and public works.

bambu-printer-mcp

A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL files, and managing end-to-end 3MF print workflows from any MCP-compatible client.

N2YO Satellite Tracker MCP Server

Provides access to satellite tracking data from N2YO, allowing users to query satellite positions, predict passes, and access TLE data through natural language requests.

ai-memory-mcp

MCP server providing permanent, intelligent memory for AI coding assistants with retrieval, Hebbian learning, and governance, plus personal memory modules for accounts, habits, experiences, knowledge, and lifestyle. Enables AI assistants to recall project context across sessions and manage personal data securely.

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

Relay Protocol MCP Server

Enables cross-chain bridging, multi-chain token swaps, and real-time pricing across over 50 blockchain networks using the Relay Protocol REST API. It allows users to browse thousands of tokens, generate quotes, and monitor transaction status directly through natural language.

MADRIX MCP

Enables AI-driven control of MADRIX LED lighting software, providing over 100 tools for storage, layer, cue list, timeline, audio, output, and color management via the MADRIX Remote HTTP interface.

vanam-erp-mcp

MCP server for querying inventory items and stock levels via internal API, enabling AI chatbots to look up product codes and current quantities.

mcp-arr-lite

MCP server for managing media downloads with Radarr and Sonarr, providing granular tools for searching, adding, and grabbing movies and TV shows through natural language.

Modal MCP Stock Analysis Server

Provides real-time stock analysis tools including price lookup, comprehensive investment scoring, and company-to-ticker conversion through a MCP interface.

SSH MCP Server

A local Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH connections.

coreason_multi_agent_debate

Dynamic multi-agent debate MCP server for structured argumentation and reasoning among AI agents.

PDF RAG MCP Server

A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.

Forest Fire Visualization MCP Server

Un servidor MCP basado en Python que recopila, analiza y visualiza datos de ocurrencia de incendios forestales en mapas, permitiendo a los usuarios acceder a información regional sobre incendios, análisis de riesgo y visualizaciones de mapas.

mifid-ii-ai-mcp

Enables algorithmic trading compliance with MiFID II Article 17, providing tools for strategy classification, RTS 6 testing, and best execution audits. Also supports EU AI Act compliance.

v0-mcp

Enables the generation and iterative refinement of React UI components from natural language descriptions or design images using Vercel's v0 API. It provides tools for design-to-code workflows and chat-based component development within Claude, Cursor, and other MCP environments.

MCP Dev.to + LinkedIn Integration

Automates posting articles to Dev.to and sharing posts on LinkedIn via command-line, cron jobs, or Copilot sessions.

figma-restoration-tools

A comprehensive MCP server for Vue component development and Figma design restoration, featuring snapDOM-powered screenshots, pixel-perfect visual comparison, and automated SVG optimization.

Google Docs + Gmail MCP Server

A lightweight MCP server that integrates with Google Docs and Gmail, allowing AI workflows to append to Google Docs and create Gmail drafts with human approval.

Workboard MCP

Enables interaction with Workboard through MCP tools, with OAuth authentication, token management, and support for all 63 documented Workboard API operations.

EH Index MCP

A read-only MCP server for E-Hentai and ExHentai, enabling gallery search, metadata retrieval, similar-gallery lookup, tag resolution, and authenticated favorites/archive access.

claude-imagine

An MCP server that enables Claude Code to generate context-aware images using local GPU-powered diffusion models, either automatically during coding or on-demand via slash commands.

airlock

Enables agents to open production change dossiers, attach proof certificates, and request human approval through a secure, unforgeable gate—ensuring no irreversible change can proceed until it has been verified against a sandboxed shadow copy.