Discover Awesome MCP Servers

Excel MCP Server

Enables AI assistants to create, read, write, and manipulate Excel files (.xlsx, .xlsm) without requiring Microsoft Excel, including support for charts, pivot tables, data import/export, and professional formatting across Windows, macOS, and Linux.

Whissle MCP Server

A Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

MCP Hub

MCP Hub aggregates and proxies multiple Model Context Protocol servers into a unified Streamable HTTP interface. It allows users to combine diverse stdio, SSE, and HTTP-based servers while providing tool namespacing, health monitoring, and secure authentication.

MCP MySQL Server

Enables interaction with MySQL databases through MCP, supporting query execution, table operations (insert, update, delete), and schema inspection for natural language database management.

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.

mcp-sqlite-manager

一个用于与 SQLite 数据库交互的 MCP 服务器 (Yī gè yòng yú yǔ SQLite shùjùkù jiāohù de MCP fúwùqì)

MCP Financeiro

A multi-tenant SaaS API that integrates Hinova SGA ERP and Atomos chat platforms to automate billing and financial workflows. It enables AI agents to process vehicle information and manage customer payment requests via webhooks.

TrainingPeaks-MCP

TrainingPeaks MCP server for Claude Desktop and AI assistants. Query workouts, analyze fitness, power peaks and more.

Oura MCP

Provides LLMs with access to Oura Ring health data including sleep metrics, activity tracking, heart rate, readiness scores, and other wellness insights through the Oura API v2.

MCPeasy

A production-grade multi-tenant MCP server that provides different tools and configurations to different clients using API key-based routing.

Gandi MCP Server

Enables AI assistants to manage Gandi domains and LiveDNS records directly via the Gandi API v5. It supports comprehensive domain management operations and full CRUD functionality for various DNS record types.

Google Business Profile Review MCP Server

Enables AI assistants to fetch, analyze, and respond to Google Business Profile reviews with AI-generated replies through secure OAuth integration with Google's My Business API.

Weaviate MCP Server

Enables seamless integration with Weaviate vector databases, providing tools for semantic, keyword, and hybrid search across local or cloud instances. It supports schema management, collection retrieval, and multi-tenancy configurations through the Model Context Protocol.

TypeScript MCP Server Boilerplate

A starter project designed to quickly build and deploy Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It features example implementations for tools and resources, providing a solid foundation for custom MCP development and integration.

GrabMaps MCP Server

Provides access to GrabMaps services (Places, Maps, Routes) through AWS Location Service using the Model Context Protocol.

MCP Memory System

Enables AI assistants to maintain persistent conversations and context between sessions through automated saving and global installation across projects. Provides zero-configuration memory persistence with automatic conversation history preservation.

Infrastructure Auto Provisioner

Infrastructure Auto Provisioner

Gists MCP Server

Enables Claude to manage GitHub Gists as an intelligent code library, allowing users to save, retrieve, update, and organize code snippets from anywhere with natural language commands.

Image Generator MCP Server

Generates customizable test/placeholder images as PNG files with specified dimensions (1-4096px), hex colors, and optional labels. Automatically creates directories and adds dimension overlays with smart contrast text.

MediaWiki MCP Server

A tool that enables AI assistants like Claude to interact with MediaWiki instances by retrieving page content, performing searches, and analyzing wiki information through the MediaWiki API.

Vector Memory MCP Server

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

iA Document Management MCP Server

Provides tools to authenticate, search, and manage sessions within WingArc's iA Document Management System. It enables users to perform free word document searches and manage security tokens through the Model Context Protocol.

iris-eval/mcp-server

MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.

Multi-Agent RAG MCP Server

A legal-tech focused system that coordinates specialized agents for document classification, deadline extraction from Spanish legal texts, and strategic business intelligence. It integrates with Claude via MCP to provide semantic document search and automated deadline tracking using a Supabase vector database.

Logseq MCP Server

Enables AI assistants like Claude to directly read, write, search, and navigate your local Logseq knowledge graph, including managing journals, pages, backlinks, and page relationships without manual copy-pasting.

Aviation Model Context Protocol

Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

Draw Things MCP Server

Enables LLMs to generate and transform images locally on Mac using Stable Diffusion through the Draw Things app, supporting text-to-image and image-to-image generation with Apple Silicon acceleration.