Discover Awesome MCP Servers

MCP Python Interpreter

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

corpus-mcp

An MCP server that enables keyword search over a local directory of documents, providing tools to search, fetch passages, and list sources without requiring external APIs or models.

AI Doctor Assistant MCP Server

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

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.

McuBuddy

MCP server for AI-assisted MCU and embedded firmware debugging. It connects to real hardware via debug probes, inspects CPU/memory/peripherals, manages Keil builds, and provides structured evidence for fault diagnosis.

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.

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

P402 MCP Server

AI payment router for routing across 300+ LLM models with per-request USDC settlement on Base and Tempo, session budgets, and x402 payments via the MCP protocol.

invariant

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

WordPress MCP Server by CData

WordPress MCP Server by CData

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.

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

FastPostgresMCP

Un servidor MCP increíblemente rápido que permite a los agentes de IA interactuar con múltiples bases de datos PostgreSQL, proporcionando la funcionalidad de listar tablas, inspeccionar esquemas, ejecutar consultas y realizar transacciones.

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.

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.

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.

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.

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.

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.

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.