Discover Awesome MCP Servers

lcm2m-caddis-mcp

Enables read-only access to LCM2M Caddis VM2M API for equipment, runs, telemetry, alarms, etc., via MCP tools.

google_maps_mcp

Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.

Plantos MCP Server

Enables AI assistants to analyze farm locations, retrieve soil and weather data, access commodity market prices, and chat with an agricultural advisor for farming recommendations.

Google Images Search MCP

MCP server for searching images with Google

Git Helper MCP

Enables Claude to interact with git repositories by providing real-time access to repository status, branch information, commit history, and file changes. Allows users to query their git workspace through natural language commands.

MCP Server Boilerplate

A TypeScript template for building Model Context Protocol servers with example tools, type-safe validation, and best practices for integrating custom functionality with AI assistants like Cursor and Claude.

cointelegraph-mcp

About An MCP server that provides real-time access to the latest news from Cointelegraph.

Second Brain MCP

Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article marketing knowledge base and his interview corpus to get answers in his voice.

Fabric Admin MCP Server

Provides MCP tools to manage Microsoft Fabric capacities, including listing, creating, updating, and deleting them, using Azure authentication.

memos-mcp-server

Enables AI assistants to create, read, update, delete, and list memos via the MCP protocol.

Black-Scholes MCP Server

Enables calculation of European option prices and Greeks (like Delta, Vega, Theta) using the Black-Scholes model through a Model Context Protocol implementation.

VMware Fusion MCP Server

A Model Context Protocol server that allows managing VMware Fusion virtual machines through natural language, enabling users to list VMs, retrieve VM information, and perform power operations via the Fusion REST API.

Remote MCP Server on Cloudflare

A template for deploying secure Model Context Protocol servers to Cloudflare Workers with built-in OAuth authentication. It enables hosting and connecting remote tools to Claude Desktop using SSE transport and a local proxy.

MaxKB

💬 MaxKB is a ready-to-use RAG chatbot that features robust workflow and MCP tool-use capabilities. It supports a wide range of mainstream large language models (LLMs), including DeepSeek-R1, Llama 3.3, OpenAI, among others.

Apple Shortcuts MCP Server

Enables the generation, management, and validation of Apple Shortcuts (.shortcut files) by providing tools to search actions and build control flow blocks. It allows users to programmatically create and analyze shortcut structures for deployment on iOS and macOS devices.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects by listing merge requests, issues, and pipelines via MCP tools.

MCP Demo

Mcp server of slack with python

Local Mcp Server Tutorial

ローカルMCPサーバー（stdio）を作成するためのチュートリアルです。

academic-mcp

Unified academic search MCP server that searches open literature (arXiv, bioRxiv, medRxiv, PMC), CNKI, and Web of Science, with browser-backed authentication, local paper library, and export to multiple formats.

Open Food Facts MCP Server

Enables AI assistants to access the Open Food Facts database to query detailed food product information, nutritional data, and environmental scores. Supports product lookup by barcode, smart search with filtering, nutritional analysis, product comparison, and dietary recommendations to help users make informed food choices.

Gramps MCP

Enables AI assistants to interact with Gramps genealogy databases for intelligent family tree research and management. Provides comprehensive tools for searching family data, creating records, analyzing relationships, and tracking genealogy research through natural language.

Logstash MCP Server

A Model Context Protocol server that provides comprehensive tools for monitoring and identifying performance bottlenecks in Logstash instances through an interactive web UI and JSON-RPC interface.

AnalyticDB for MySQL MCP Server

Mirror of

MCP Gemini Server

Mirror of

Optimization MCP

Provides nine specialized production-ready solvers for advanced resource allocation, network flow, and multi-objective optimization with native Monte Carlo integration. It enables users to perform constraint-based decision-making and performance analysis directly through Claude Code.

OpenWebGAL Assistant

MCP server that automates WebGAL game development tasks such as resource management, script editing, documentation lookup, and AI-powered voice generation using LLMs.

MCP Smart Searcher

A smart MCP server for multi-engine web search with AI-powered results, supporting 6 search engines and web content extraction.

Agent Factory MCP

A universal MCP server that automatically discovers and registers CLI tools as AI-powered agents with persona configuration, enabling any CLI tool to be used as an MCP tool.

Dataverse MCP Server

A Model Context Protocol server that enables CRUD operations and querying on Microsoft Dataverse through natural language.