Discover Awesome MCP Servers

postgres-mcp-server

Enables AI assistants to securely query and modify PostgreSQL databases, supporting SQL queries, table management, and schema inspection.

transcript-search-v2

MCP server that indexes local Claude Code transcripts and provides keyword, phrase, semantic, and date-range search, plus full context/session recall.

ctx-gen-mcp

Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for large projects, helping AI coding agents understand codebases efficiently.

Kontrol

A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.

claude-presence

Minimal MCP server for inter-session coordination between parallel Claude Code instances, providing presence registry, advisory resource locks, and a broadcast inbox.

Xbox Controller MCP Server

An MCP server that provides Xbox controller emulation capabilities, allowing users to programmatically control buttons, analog sticks, and triggers through an API interface.

nbdpsy-mcp

MCP server for managing Xiaohongshu (Little Red Book) account matrix operations, including account management, cookie sharing, and note publishing via MCP tools.

mcp-devops-server

Enables AI assistants to perform DevOps tasks including Kubernetes management, cloud provider operations, CI/CD, security scanning, and infrastructure monitoring through natural language.

pg-dash

AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat detection, migration safety, and CI integration.

audible-mcp

A Model Context Protocol server that enables authenticated access to Audible data for library management, searching, and metadata retrieval. It provides tools for tracking listening statistics, wishlists, and collections using signed-auth workflows.

pelando-mcp

MCP server for pelando.com.br, the Brazilian community deal board. It enables searching and browsing deals, retrieving deal details and comments, and assessing crowd quality verdicts.

Presso MCP Server

Connects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.

GitHub MCP Server

Simple MCP server for GitHub operations, currently supports creating repositories.

IDA Auto MCP

A headless IDA Pro MCP server that enables AI agents to automatically open, analyze, and query multiple binary files simultaneously without manual GUI interaction. It provides 36 tools for tasks like decompilation, disassembly, and cross-reference analysis through IDA's idalib library.

markettrace-agent-feed

Read-only crypto perps microstructure for AI agents: normalized cross-exchange market state (funding + multi-year percentile, OI, volume, CVD, order-book imbalance, liquidations, basis), OHLCV, 15-min state history, and measured conditional outcomes (historical base rates, not predictions) — 6 assets across Binance, Bybit, OKX and Hyperliquid, every metric with self-declared coverage and freshness

SF Tennis Court Booking MCP Server

Automates tennis court bookings on San Francisco Recreation websites, enabling users to check availability and book courts via SMS verification.

Todoist AI MCP Server

Enables AI agents to access and modify Todoist accounts to manage tasks and projects on the user's behalf. It provides a suite of tools for task operations and supports interactive UI widgets for a rich visual experience in AI chat interfaces.

Jokes MCP Server

A Model Context Protocol server that delivers various types of jokes (Chuck Norris, Dad jokes, etc.) and can be integrated with Microsoft Copilot Studio and GitHub Copilot.

spss-stats-mcp

MCP server for safe batch execution of IBM SPSS Statistics syntax (.sps) via stats.exe Production mode, with static security checks and sandboxed output.

UVG Local MCP Server

Enables local text analysis, statistical calculations, and system information retrieval via the Model Context Protocol over stdio.

Smartsheet MCP Server

Connects to your Smartsheet account, enabling Claude Code to browse workspaces, read sheets, and generate documentation.

VOCALOID MCP

Enables coding agents to compose, tune, render, mix, and audit native VOCALOID3/4 projects from scratch, acting as a production bridge between intent and finished song.

@xjt-demo/xjt-weather-mcp

基于高德天气API的MCP服务器，可通过adcode查询实时天气和未来3天预报。

Haloscan MCP Server

Enables SEO analysis by interacting with the Haloscan API, providing keyword research, site explorer, and SERP comparison tools.

server-anthropic

Provides access to Anthropic's AI models through the Model Context Protocol, enabling listing models and sending messages to Claude via a standardized interface.

Kira Perplexity Scout

Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend scouting, and deep research.

MCP Server Boilerplate

A starter template for building MCP (Model Context Protocol) servers that integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example tool implementation, and installation scripts for quick customization.

Model Context Protocol (MCP) - UOR Implementation

A GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.

KPI Depot

Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks: definitions, formulas, common pitfalls, improvement levers, and benchmark data. Hosted Streamable HTTP server at https://kpidepot.com/mcp; the repo's Dockerfile bridges stdio clients to it via mcp-remote.

Argus MCP

Enables AI-powered, zero-trust code review with multiple models, supporting single files, git diffs, and multiple files, with security, performance, and architecture checks across 10+ languages.