Discover Awesome MCP Servers

icloud-mcp

Enables calendar management with iCloud through CalDAV, allowing users to list, create, update, and delete events via a standardized API.

MCP-Server-data

Enables AI agents to query a SQLite database using natural language through the Model Context Protocol (MCP). Includes security guardrails that block destructive SQL operations.

Tiling Trees MCP Server

Enables exploration and organization of research ideas using a hierarchical tile-based method with support for creating interconnected nodes (questions, hypotheses, methods, results), analyzing research gaps, and exporting to multiple visualization formats.

h3yun-sql-troubleshooter

MCP server for querying H3Yun SQL data, enabling AI to execute read-only SQL queries and troubleshoot H3Yun business issues.

API Manager

Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.

MCP-Servers

Repository for MCP servers

Recipe Finder AI MCP

Recipe Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

rag-mcp

Enables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

trafikverket-mcp

Provides real-time access to Swedish road weather, traffic cameras, road conditions, and traffic flow data from Trafikverket (Swedish Transport Administration). Enables users to query weather stations, cameras, traffic situations, and flow data through natural language.

note-post-mcp

MCP server for automating article posting to note.com from Markdown files using Playwright.

jiandaoyun-mcp

MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for app discovery, form exploration, and data CRUD via SSE transport.

1C Code Search MCP

Enables semantic search through 1C codebase exports using local CPU-based RAG with sentence transformers and FAISS indexing. Supports fast XML file indexing and retrieval of 1C code with metadata parsing.

spotify-mcp

An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.

Crawl4Claude

A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.

Ollama MCP Example Server

A simple MCP server that exposes stock price lookup tools, demonstrating how to set up MCP from scratch with Ollama.

Zeek-MCP

A Model Context Protocol server that integrates Zeek network analysis capabilities with LLM chatbots, allowing them to analyze PCAP files and parse network logs through natural language interactions.

calculator

A fully functional calculator server based on Model Context Protocol (MCP), providing rich mathematical operation functions It includes 13 specialized mathematics modules such as basic arithmetic, radical operations, trigonometric functions, logarithmic operations, statistics, combinatorial mathemat

Meta Ads MCP

Model Context Protocol (MCP) server for interacting with Meta Ads API

connect-claude

MCP server scaffold that exposes stubbed tools for listing, searching, and summarizing sources, with built-in OAuth 2.1 authorization flow for Claude integration.

VMware_MCP_SERVER

MCP server that provides AI agents with comprehensive access to VMware vSphere operations, including VM management, monitoring, and vSAN read-only monitoring, through a secure Docker environment.

MCP ArcGIS Chapel Hill

Enables querying and searching open geospatial datasets from the Town of Chapel Hill GIS, including parcels, zoning, transit, and town services, via ArcGIS Feature Services.

mcp4openapi

Turn any OpenAPI specification into a smaller, LLM-friendly MCP server. Enables interaction with REST APIs through MCP tools using profiles to reduce complexity.

Hermes Crawler MCP Service

A single-process MCP server that crawls web pages, handles anti-bot challenges, converts HTML to Markdown, and caches results in PostgreSQL, providing tools to fetch and read web content.

Taiga MCP Server

Enables natural language interaction with Taiga project management tool to list projects, view details, and create user stories.

sqlite-mcp-server

A read-only MCP server that enables LLMs to safely explore and query any SQLite database via natural language. It exposes tools for listing tables, describing schemas, and executing SELECT/WITH queries with built-in safety guards like write prevention and row limits.

MemoDB MCP Server

Manages AI conversation context and personal knowledge bases through the Model Context Protocol (MCP), providing tools for user data, conversation content, and knowledge management.

SmartThings MCP Server

Enables control and monitoring of SmartThings smart home devices through natural language, supporting switches, sensors, refrigerators, and other IoT devices with real-time status queries and command execution.

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through a Model Context Protocol interface, allowing for paper search, download, listing, and reading functionality.

ai-image-gen-mcp

Provides multi-model AI image generation via MCP tools, supporting Seedream, SDXL, and FLUX models with GPU acceleration.