Discover Awesome MCP Servers

ADO MCP Server

Connects Azure DevOps work items to Claude Code via MCP, enabling fetching, listing, updating tickets and automating PR creation.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

AI Doctor Assistant MCP Server

Provides 12 medical tools for symptom checking, lab report explanation, emergency detection, and health advice, emphasizing safety and disclaimers.

N8N MCP Server

Enables management of multiple N8N workflow automation instances through MCP. Supports listing, creating, updating, deleting, executing workflows and monitoring their executions across different N8N environments.

Remote MCP Server

Enables running a remote MCP server on Cloudflare Workers with OAuth authentication, supporting SSE transport and easy integration with Claude Desktop.

GitHub Trend Radar MCP Server

Enables AI assistants to query GitHub trending projects, analyze language and technology trends, and generate visual trend reports.

Rebrandly MCP

This project implements a simple MCP server in Go that exposes a single tool (create_short_link) to generate short URLs using the Rebrandly API.

Gmail MCP Server

Enables comprehensive Gmail management including sending, reading, and organizing emails, managing labels, drafts, threads, and configuring account settings through the Gmail API with secure OAuth2 authentication.

TypeScript Rename Helper

Provides compiler-grade TypeScript symbol renaming and file/directory move planning through the TypeScript Language Service, returning structured edit plans without modifying files.

datasource-mcp

MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enabling SQL query execution via natural language.

BoondManager MCP Server

An MCP server integrating with the BoondManager API to enable AI assistants to search, retrieve, create, and update records across 94 tools in 8 business domains.

redmine-mcp-workflows

A schema-aware MCP server for Redmine that validates issue writes against workflow graphs and custom field schemas to prevent errors, with tools for issue lifecycle, time tracking, wiki pages, and more.

Horizon MCP

An MCP server that exposes the Horizon content aggregation and analysis pipeline as a suite of modular tools. It enables users to automate fetching, AI-based scoring, filtering, background enrichment, and summary generation for various data sources.

tealium-mcp-server

Enables Tealium data layer validation, debugging, documentation generation, and code generation through natural language, assisting tag management specialists and analytics engineers.

Placement Analyzer MCP

An MCP server for college placement cells to analyze student profiles from bulk Excel data, search students, and access evidence-backed skill intelligence from resumes, GitHub, LeetCode, and portfolios. It provides tools for skill gap analysis and profile completeness evaluation.

FastPostgresMCP

Một máy chủ MCP cực nhanh cho phép các tác nhân AI tương tác với nhiều cơ sở dữ liệu PostgreSQL, cung cấp các chức năng liệt kê bảng, kiểm tra lược đồ, thực thi truy vấn và chạy giao dịch.

content-core

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

swehockey

Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.se — schedules & results, standings, team rosters, and season-total scoring & goalie stats.

fabric-mcp-server

Enables read-only access to Microsoft Fabric data-pipeline run history and DAX queries against semantic models, with optional write mode for pipeline execution and dataset refresh.

io.github.arpe-io/fasttransfer-mcp

MCP server wrapping FastTransfer for efficient data transfer between databases with safety previews.

BeeBoo MCP Server

Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure for managing knowledge bases, requesting human approvals, and tracking work requests. It provides tools for semantic search, authorization workflows, and task creation across platforms like Claude and Cursor.

MCP Weather Server

A weather query MCP server providing current weather, forecasts, temperature conversion, and travel weather advice using wttr.in without API tokens.

graphward

Private, local-first code intelligence MCP server that builds a static graph of repositories and exposes search, architecture, impact analysis, and review tools via MCP.

Magic Mouse

An MCP server that allows Cursor Agent to control your desktop via a desktop pet, enabling actions like mouse movement, clicks, typing, and app management.

Notion MCP Server

Enables Claude to interact with Notion workspaces, including searching, reading, creating, and editing pages and databases, as well as managing comments and users.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

gc_mcp

Exposes Grand Central daemon capabilities as MCP tools, wrapping gc_daemon via configurable transports (stdio or HTTP) with strict parameter validation and read-only GitHub tools for issue and repository access.

psyXe MCP Server

An MCP server that gives AI assistants access to your Apple Notes, Reminders, and Contacts — with optional BERT-powered semantic search.

RETICOLO MCP

MCP server for the RETICOLO V10 rigorous coupled-wave analysis solver, enabling agents to compute RCWA spectra, convergence scans, and field maps via MATLAB Engine API without launching the MATLAB desktop.

Magic UI MCP Server

A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.