Discover Awesome MCP Servers

AST-Indexer MCP Server

AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.

mcp-automem

AutoMem MCP provides persistent memory for AI assistants, enabling them to recall information across conversations and platforms with graph-vector retrieval.

Ant Design MCP Server

Provides AI assistants with comprehensive Ant Design component documentation, examples, API references, and best practices. Supports multiple versions and enables natural language queries for React UI component development.

Managed Service for Microsoft Active Directory API Server

An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

Analytics MCP

Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQuery) data sources with built-in guardrails and automated workflows for financial and web performance insights.

Empresa Gemini MCP

An MCP server that integrates Google Gemini with corporate management APIs to handle employees, clients, and suppliers through natural language. It enables dynamic data retrieval, record creation, and secure document listing without including sensitive data in the initial prompt.

state-bridge-mcp

Bridges Zustand stores over WebSocket, enabling MCP-capable AI to inspect and manipulate live application state.

EGC

Local MCP runtime that gives persistent cross-session memory to 12 AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Windsurf, Amp, and more). SQLite-backed state survives context resets. Install: npm install -g @egchq/egc

codex-master-mcp

A local MCP server that controls two Codex CLI agent instances via tmux, enabling parallel agent operations with lifecycle management, status classification, and secure path handling.

harness-mcp

A TypeScript boilerplate for building MCP servers with harness engineering, providing tool definitions, structured errors, and evaluation harnesses.

LLM-Wiki-MCP

Local knowledge base built from PDF lecture slides on Agentic Coding, exposed as an MCP server with search, page retrieval, and query tools.

Wyckoff Trading Agent MCP Server

Provides 10 tools for Wyckoff volume-price analysis across A-shares, Hong Kong, and US stocks, enabling natural language interactions for stock screening, diagnosis, and reporting.

Binance Futures MCP Server

Enables natural language management of Binance USDS-margin futures trading, including balance checks, order placement, stop-loss/take-profit, and strategy backtesting.

searchconsole-mcp

Provides read-only access to Google Search Console data, allowing AI assistants to query site performance metrics like keywords, clicks, and rankings using natural language. It supports listing verified properties, querying search analytics with dimension filters, and retrieving sitemap information.

Docker MCP Server

Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage Docker containers, execute commands, query databases, and handle environment configurations — all through natural language.

hourledger-mcp

MCP server that calculates work hours, overtime, and gross pay from clock in/out entries with support for federal, California, Alaska, Colorado, and Nevada overtime rules.

engram-mcp

MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace for searching and citing indexed GitHub and Notion content.

Devcon MCP Workshop 2026

MCP server integrating Autodesk Platform Services, exposing tools for LLM clients like VS Code Copilot, with OAuth authentication and agentic workflow support.

Nano Banana MCP

Enables image generation and editing using Google's Gemini models with support for model selection and custom aspect ratios. Users can generate high-quality images or modify existing ones through natural language prompts while controlling specific parameters like quality and dimensions.

Anime.js MCP Server

Provides AI assistants with comprehensive access to the Anime.js animation library, including API coverage, documentation, examples, and performance tips.

Polymarket Agent Mcp

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

agent-nexus

Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Versioned Markdown store, pub-sub notifications, and diff-aware update protocol.

Harness Research MCP

Enables AI agents to perform professional-grade deep research by aggregating real-time data from multiple sources, evaluating source credibility, and generating comprehensive reports.

mcp-enterprise-starter

A production-grade MCP server that gives AI agents safe, authenticated access to a PostgreSQL database.

Yargı MCP

A FastMCP server providing access to various Turkish legal databases including Supreme Court, Council of State, Constitutional Court, and Public Procurement Authority decisions through a standardized MCP interface for LLM applications.

db_mcp

Enables searching and retrieving full text and translations from the Korean Classics Database (ITKC), including collections such as the Annals of the Joseon Dynasty, Seungjeongwon Ilgi, Ilseongnok, and more.

uml-search-mcp

Enables searching across UMass Lowell domain for people, website content, places, news, and parsing URLs into markdown.

mcp-sam-experiment

An attempt to create an MCP server so I can learn more about it

MCP Inspector Server

A basic MCP server template that provides a foundation for building custom tools, resources, and prompts. Serves as a starting point for developers to create their own MCP server functionality.