Discover Awesome MCP Servers

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.

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.

NVIDIA USDCode MCP Server

Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene Description), Python snippets, and API usage through NVIDIA's USDCode AI assistant. Provides specialized guidance for 3D graphics and simulation development workflows.

TOYBOX MCP Server

Zero-friction publishing platform that enables Claude Desktop users to publish artifacts to a personal GitHub Pages portfolio site through simple conversational commands.

Custom MCP Server on Databricks Apps

Enables deployment and hosting of custom MCP servers on Databricks Apps platform. Provides a template and deployment methods for creating scalable MCP servers with Databricks authentication.

Optimike Obsidian Tasks MCP

Enables AI-assisted task management by extracting and querying Obsidian Tasks from markdown files, with support for status mapping, date filters, and Obsidian Tasks query syntax.

EUDI Wallet MCP

EU Digital Identity Wallet (eIDAS 2.0) for AI agents, compliant with MCP protocol and EU AI Act.

MCP Test MCP

A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.

google-sheets-mcp

Local Model Context Protocol server for reading and writing Google Sheets through Google Sheets API v4.

zoom-mcp

Enables interaction with Zoom APIs through MCP, supporting multi-user OAuth token management, read-only and admin-gated mutation tools, schema discovery, and query suggestions for LLM workflows.

mcp-csv

Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header detection and custom delimiters.

Strava MCP Server

Connects Claude to the Strava API to provide direct access to fitness data, including athlete statistics, detailed activity logs, and time-series performance metrics. It enables users to analyze training progress, compare workouts, and retrieve specific segment details through natural language queries.

Pomodoro AI MCP

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

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.

FastPostgresMCP

一个速度极快的 MCP 服务器，它使 AI 代理能够与多个 PostgreSQL 数据库交互，并提供列出表、检查模式、执行查询和运行事务的功能。

garmin-connect-mcp

MCP server that connects Garmin Connect to Claude Desktop, allowing users to query health and fitness data (sleep, workouts, heart rate, HRV, stress, Body Battery, etc.) in plain English and also log weight, hydration, and schedule workouts.

pax8-mcp

Stateless HTTP MCP service that exposes the Pax8 Partner API as tools for AI assistants to query companies, subscriptions, invoices, orders, products, and usage data.

Vibe Coding Documentation MCP (MUSE)

Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

re-binary-diff

Enables read-only binary diff and fingerprinting of files without writing to disk, providing structured diffs and per-section SHA-256 hashes.

hermes-memory-mcp

A multi-tier memory system for autonomous agents to persist, retrieve, and manage cognitive states across semantic, structural, and technical levels.

spotify-mcp

A remote MCP server for Spotify with brokered OAuth and server-side intelligence, enabling search, playlist management, playback control, library analysis, and listening trends via natural language.

xhs-mcp

An MCP server for Xiaohongshu (xiaohongshu.com) that provides login, publishing, search, recommendations, and other automation capabilities via Puppeteer.

RMS Location Intelligence MCP Server

Provides access to the Moody's RMS Location Intelligence API for property catastrophe risk analysis, with 114+ data product layers covering multiple perils and regions.

Remote MCP Server Authless

A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication requirements, allowing developers to add custom tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.

Moatless MCP Server

A Model Context Protocol (MCP) server for advanced code analysis and editing with semantic search capabilities, enabling AI assistants to perform complex code operations through a standardized interface.

LimeAI MCP Server

MCP server for integrating LimeAI capabilities into your workflow. Enables access to LimeAI's AI services through the Model Context Protocol.

mail-mcp

A self-hosted, multi-mailbox MCP server that exposes IMAP/SMTP operations as tools for AI agents, enabling email management like listing folders, reading, searching, sending, and moving messages via natural language.

Hong Kong Finance Data MCP Server

Provides access to Hong Kong financial data like business registrations, mortgage statistics, and HIBOR rates through a FastMCP interface.

Super-Productivity-MCP

An MCP server that connects AI assistants to Super Productivity for managing tasks, projects, and tags. Supports quick capture, batch triage, and full planning sessions through natural language.

Cloud Private Catalog MCP Server

An auto-generated MCP server that enables interaction with Google Cloud Private Catalog API, allowing users to manage private catalogs and services through natural language.