Discover Awesome MCP Servers

Commit Message AI MCP

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

TutorClaw MCP

An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lite pedagogy, with tools for learner management, content delivery, code execution, and Stripe-based tier upgrades.

Datawrapper MCP

An MCP server that enables AI assistants to create, update, and publish Datawrapper charts through natural language. It provides tools for data synchronization, visual configuration, and retrieving chart images or editor links.

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through a secure, authenticated interface. Supports custom prompts and tools that leverage the Databricks SDK for workspace management, job execution, and SQL operations.

Gmail MCP Server

Enables interaction with Gmail through the Gmail API, allowing users to list, read, search emails, create and send drafts, and get email summaries through natural language commands with OAuth2 authentication.

Coreshub MCP Server

Enables interaction with the CoreHub cloud platform to manage containers, EPFS filesystems, distributed training, and inference services through MCP tools.

codemcp

Forwards normalized MCP tools to Codex or Claude Code for agentic coding tasks like starting new sessions, continuing existing ones, and checking status.

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

mcp-buy123-vendor

Read-only MCP server for buy123 vendor portal, enabling AI assistants to query orders, returns, shipments, products, inventory, and more.

ECommerce MCP Server

Enables querying ecommerce data (customers, products, orders, reviews) using natural language via Cortex Analyst and Cortex Search, with SQL execution capability, all exposed as MCP tools.

MCP AgentRun Server

Enables safe Python code execution in isolated Docker containers through the AgentRun framework. Provides automatic container lifecycle management and comprehensive error handling for secure and reproducible code execution.

marktplaats-mcp

Enables AI assistants to search and view advertisements on Marktplaats.nl with extensive filtering options.

melty

MCP server with FTS5 full-text search over a SQLite export of a discord server.

Strava MCP Server

Connects Claude to Strava data for natural language queries about rides, stats, and activities.

net-mcp

An MCP server for network engineering that provides comprehensive tools for BGP analysis, RPKI validation, and DNSSEC-aware DNS queries. It integrates public data sources like RIPE and Cloudflare Radar with local diagnostic tools to give LLMs structured access to real-time and historical network states.

Flux Memory

Flux Memory is an MCP server that provides a self-organizing weighted graph memory for AI agents, enabling persistent knowledge storage, retrieval, and feedback-based learning.

Comfy Cozy

A plain-English co-pilot for ComfyUI that lets you describe image generation changes in natural language, automatically loading workflows, swapping models, tweaking parameters, and running generations while learning your preferences.

Chuk Design System

Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

Claude Infinite Context

Overcomes Claude Code's 200k token context limit by implementing persistent long-term memory using Redis and AI-powered state summarization. Enables seamless checkpoint and resume of project context across sessions.

Financial Intelligence MCP Server

A production-grade MCP server that provides financial ML tools including RAG search, anomaly detection, contract summarization, vendor graph analysis, and model drift monitoring using entirely free, open-source components.

CzechMedMCP

An MCP server with 60 tools connecting AI assistants to Czech healthcare databases (SUKL, MKN-10, NRPZS) and global biomedical sources (PubMed, ClinicalTrials.gov, OpenFDA).

RAGFlow MCP Server

Enables interaction with the RAGFlow API to manage knowledge base datasets and conduct AI-driven chat sessions. Users can list datasets, create chat assistants, and retrieve or query information from specialized knowledge bases.

DM3 MCP Server

An MCP server for the DM3 game engine that enables AI assistants to create, build, and run game projects, generate components, query documentation, and validate code.

IBKR-MCP-Server

MCP server for Interactive Brokers TWS API that enables AI assistants to retrieve portfolio, account information, and real-time market prices.

Qwen3 MCP Server

Multi-model MCP server enabling code generation, visual analysis, and complex reasoning via Qwen3 models.

NCM MCP Servers Suite

Enables managing Ericsson Enterprise Wireless networks via three domain-specific MCP servers for fleet management, monitoring, and cloud services.

Stock MCP Server

Un servidor MCP para cotizaciones bursátiles en tiempo real, utilizando el Protocolo de Contexto de Modelo (MCP).

research-automation-mcp-server

Enables autonomous research by integrating multiple free sources including web search, Wikipedia, arXiv, and Crossref, with no API keys required.

imessage-mcp

A read-only MCP server for macOS that enables users to search through iMessage history and analyze conversation patterns using AI-powered tools. It provides detailed statistics on messaging habits, streaks, and contact analytics while keeping all data private and local.

CORTEX Memory MCP

Persistent semantic memory MCP server for AI agents with hybrid search, LLM scoring, and decay engine, fully local.