Discover Awesome MCP Servers

Azure DevOps MCP Server

Provides Azure DevOps tooling for AI agents, enabling interaction with projects, work items, repositories, and pipelines through natural language.

mcp-csv-analyst

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

MCP Session Coordinator

Coordinates multiple AI coding sessions with file locking, intent broadcasting, and cross-session messaging to prevent edit conflicts and enable collaboration.

Docker MCP Server

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

VEPmcp

Enables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries.

remote-mcp-server-authless

Enables deployment of a remote MCP server on Cloudflare Workers without authentication. Supports custom tools and connections to Cloudflare AI Playground and Claude Desktop.

Search MCP

Enables LLM-powered search with Elasticsearch, including query planning, expansion, and intelligent filtering for e-commerce.

Lido MCP Server

Enables AI agents to interact with the Lido protocol for ETH staking, position management, and governance participation across Ethereum and L2 networks. It provides tools for querying balances, simulating transactions, and executing complex workflows like withdrawals and DAO voting through a safety-first interface.

Pollinations MCP Server

Enables AI agents to generate images and text using Pollinations.ai, with SSE support for n8n workflows.

jlink-mcp

Enables AI assistants like Claude to directly debug microcontrollers via JLink, supporting breakpoints, single-step, memory/register access, variable inspection, RTT logging, and firmware flashing.

mcp_ctl

一个跨平台管理所有 Minecraft 服务端的包管理器

ChatCrystal

Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and MCP memory tools.

amnesic

Persistent semantic memory for your SQL databases. The name is ironic — it remembers everything.

Browser Use Heroku

Enables AI agents to control and automate browser actions through an MCP server deployed on Heroku. Supports programmatic browser automation with natural language tasks across multiple LLM providers.

Crypto Exchange SDK Documentation MCP

Offline documentation and API method queries for multiple cryptocurrency exchanges including Gate.io, Bybit, Binance, Bitget, OKX, and OKX DEX.

Doktor MCP Server

Enables AI assistants to search the doktor.mx directory for over 56,000 verified doctors and medical specialists across Mexico. It provides tools for verifying professional licenses, finding specialists by symptoms or conditions, and checking medical insurance compatibility.

MCP Debat

Orchestrates sequential debates between multiple AI models across four phases (constructive, challenge, closing, synthesis) with host intervention and anti-sycophancy enforcement.

SpinAI App

将 SpinAi Agent 与 Hubspot Mcp 服务器集成

MCP Image Generator

An MCP server for generating and manipulating images using fal.ai's Stable Diffusion model, supporting multiple artistic styles, image sizes, upscaling, and inpainting.

mcp-uart

Enables AI agents to communicate with UART/serial devices, offering tools for port management, data read/write, and protocol handling.

sakutto-mcp-server

A production-ready MCP server for AI agents, providing deep web research and RAG capabilities via Cloudflare Workers.

ado-mcp

An MCP server that provides Azure DevOps integration for AI assistants, enabling them to list projects, run pipelines, analyze failures, view logs, and troubleshoot builds directly from chat interfaces.

Agentic Retail MCP System

A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firestore.

blockbeats-mcp

A crypto data gateway for AI assistants, providing real-time newsflashes, articles, on-chain metrics, ETF flows, stablecoin data, macro indicators, and derivatives market data via the BlockBeats Pro API.

presonus-studiolive-mcp

Connects AI coding agents to PreSonus StudioLive III mixers over the local network, exposing live mixer context such as channel names, mute/solo/fader state, Fat Channel compressor/EQ models, and meter activity as MCP resources and tools for reading and reasoning about live sound engineering.

ARCO MCP

Server for redacting, validating, and auditing ARCO rights requests under Mexican data protection law, preventing legal hallucinations by consulting controlled legal matrices.

kokkai-mcp

Enables search, retrieval, and summarization of Japanese National Diet meeting minutes via MCP tools.

pg-python-mcp

A PostgreSQL MCP server with AST-based security for safe database operations. Enables AI assistants to query and manage PostgreSQL databases securely.

Deslopify

A universal MCP server that acts as a code quality gate for AI assistants, providing pre-generation guidance, post-generation review, and root cause analysis to improve code quality.

todo-assistant

Manages TODO tasks with operations like add, list, complete, update, and delete, stored in a JSON file.