Discover Awesome MCP Servers

Biblioteca Digital MCP

A Model Context Protocol server that implements an interactive digital library with functionality to manage books, search titles, and generate literary reviews.

Memento

Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, structured memory about you, your work, and your decisions.

indautomation

AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.

Interactive Database Analyst via MCP

Enables natural-language querying of PostgreSQL databases with schema grounding and self-correcting error recovery. Provides a live audit trace and verifies results through exploratory decomposition and empty-result sanity checks.

Abgeordnetenwatch MCP

Provides live, source-linked transparency data on German MPs, including roll-call voting, side jobs, committee memberships, and election programs, via the Abgeordnetenwatch API. No API key required.

Pommel Horse Aesthetics MCP Server

Analyzes pommel horse gymnastics routines using a categorical aesthetics framework that evaluates element groups, spatial patterns, temporal qualities, and form with 85% deterministic taxonomy and 15% LLM synthesis.

ICON MCP v109 MCP Server

An MCP server that provides AI agents and LLMs with standardized tool access to the ICON MCP v109 API. It supports asynchronous operations and simplifies deployment through Docker and Docker Compose.

Twitter MCP Server

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

Arduino MCP Server (Simple)

Enables AI agents to interact with Arduino boards for compiling, uploading sketches, and serial communication.

Xcode Errors MCP Server

Bridges Xcode and Cursor to provide real-time access to build errors, warnings, and debug output from Xcode's DerivedData, enabling automated error analysis and fixes directly within Cursor.

Bunny.net MCP Server

Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zones, and DNS services. Provides 35 tools for managing video libraries, files, CDN configurations, and DNS records through Claude.

genome-mcp

Intelligent Genomic Data Server Provides high-quality gene information queries, homologous gene analysis, and evolutionary research functions via the MCP protocol.

MCP Tool Server

A production-oriented MCP server exposing tools for weather, currency conversion, text statistics, and server introspection, with auto-discovery, rate limiting, and API key auth.

mcp-databnf

MCP server for querying the Bibliothèque nationale de France catalogue. Enables searching authors and works, retrieving author details, listing editions, and finding digitised documents via SPARQL, without an API key.

a2a-fep-consensus

Short Description (概要): An MCP server providing FEP (Free Energy Principle) matrix-pruning tools (resolve_fep_consensus) for multi-agent deadlock resolution and syntax-locked A2A consensus.

Strapi MCP Server

Enables AI assistants to interact with Strapi CMS instances through REST API operations. Supports content management, media uploads, schema introspection, and multiple server configurations with JWT authentication.

Hyperledger Fabric MCP Server

Enables AI assistants to interact with Hyperledger Fabric blockchain networks, supporting chaincode queries and invocations, block and transaction retrieval, chaincode lifecycle management, and channel operations.

fallforce-mcp

Provides tools and resources for the foldkit framework, enabling operations on 7-prime spine, κ-bands, and fold states through MCP clients like Claude and Cursor.

MCP Sandbox

Automatically converts JavaScript modules into MCP-compatible servers, making any JavaScript function accessible to AI systems through secure sandboxing with automatic type inference.

Skeleton MCP Server

A template project for building Model Context Protocol servers with FastMCP framework, providing example CRUD API implementations, Docker support, and development best practices.

mcp-db-analyzer

A Model Context Protocol (MCP) server that gives AI assistants deep visibility into databases, inspecting schemas, detecting index problems, analyzing table bloat, and explaining query plans across PostgreSQL, MySQL, and SQLite.

MCP Server Starter Template

A comprehensive template for building MCP servers that expose UI component registries and design systems to AI assistants. It enables users to browse, fetch, and retrieve implementation details from registries following the shadcn/ui format.

Fast Playwright MCP

Enables token-optimized browser automation with Playwright, featuring batch execution, diff detection, and advanced filtering to reduce token usage by 70-95% while providing LLM-friendly structured accessibility snapshots instead of screenshots.

Loadingplay MCP

MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporting health check and standard MCP endpoint.

ServiceNow FastMCP Server

MCP server that enables LLMs to interact with ServiceNow instances for managing incidents, users, stories, workflows, knowledge base articles, and script includes via the FastMCP framework.

@cryptyx/mcp-server

The conviction engine for autonomous crypto trading agents. 376 metrics across 8 factor classes, multi-factor backtesting, signal persistence, and regime analysis — 21 tools for AI agents via MCP.

mcp_server_integration

Scaffolds a custom MCP server with placeholder resources and tools, enabling developers to practice setting up MCP configuration, environment variables, and server implementation.

teleport-docs-mcp

Enables AI assistants to search and retrieve information from Teleport documentation using a vector database. It provides a tool for semantic vector search over pre-populated embeddings of Teleport pages and examples to assist with technical queries.