Discover Awesome MCP Servers

kontexta

A local-first MCP server that gives AI coding agents persistent memory and controlled commands. Features a git-backed markdown knowledge vault with FTS5 search, surgical section edits, token-aware context budgeting, and a sandboxed command engine with human approval gates. Works with Claude Code, Cursor, Copilot, Gemini, and more.

JS Reverse MCP

Enables AI coding assistants to debug and analyze JavaScript code in web pages through breakpoint debugging, function hooking, network analysis, and runtime inspection of scripts including minified code.

Context Engine MCP Server

A local-first, agent-agnostic MCP server that provides semantic search, persistent memory, and automated code review capabilities for development workflows. It leverages the Auggie SDK to offer advanced tools for codebase indexing, implementation planning, and deterministic static analysis.

Minecraft RCON MCP Server

一个微型的 Minecraft MCP 服务器，使用 RCON 接口。

Cortex

Private local memory for AI tools that provides persistent, private memory via HTTP and MCP protocols, enabling tools to store and recall context without external services.

Playwright Pool

MCP server for browser automation with shared authentication and built-in UI auditing.

NCM MCP Servers Suite

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

Yandex Webmaster MCP Server

MCP server for Yandex Webmaster API v4.1 with 37 tools covering indexing, search queries, diagnostics, recrawl, sitemaps, links, and important URL monitoring.

MCP Server Example

A complete working example of Model Context Protocol servers that exposes tools and functions over streamable HTTP, allowing AI assistants like Cursor to access capabilities such as web search via Tavily.

R Econometrics MCP Server

Provides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.

inferbench

InferBench's MCP server lets coding agents run, serve and benchmark local LLMs (text + image, llama.cpp + Stable Diffusion) on your own hardware on demand — measuring real tokens/sec and picking the optimal quant for your GPU from a 124-model catalog. Local-first, no cloud required.

MCPRepository

开源的 ModelContextProtocol (MCP) 服务器仓库

Hashcat MCP Server

A Model Context Protocol server that provides intelligent hashcat integration for Claude Desktop, allowing users to crack hashes, analyze passwords, and perform security assessments directly from Claude conversations.

Finance MCP Server

Provides comprehensive stock market data and technical analysis tools via the MCP protocol, enabling real-time quotes, historical data, and professional indicators like RSI and MACD for Claude Desktop and other clients.

sqlserver

Enables AI assistants to query, analyze, and manage SQL Server databases through natural language via the Model Context Protocol.

TS-MCP-Server

A TypeScript template for building MCP servers, enabling developers to create custom tools for AI assistants like Claude.

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

only_mcp

一个简单的原型 MCP v0.2 客户端和服务器实现

CodeContext

Enables AI coding assistants to automatically detect and inject team-specific codebase patterns (e.g., error handling, imports, naming conventions) via the Model Context Protocol, ensuring suggestions follow project conventions.

FlightDB

FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfiltered ADS-B data sources, combined with official aircraft registry records. Unlike FlightRadar24, FlightAware, or Planefinder, FlightDB gives you unfiltered access to full flight histories with deep per-aircraft analytics you won't find elsewhere.

Pydantic MCP Agent with Chainlit

这个仓库利用 MCP 服务器来无缝集成多个代理工具。

meta-mcp

Enables AI assistants to manage Instagram and Threads accounts — publish content, handle comments, view insights, search hashtags, and manage DMs through the Meta Graph API.

MCP Server with Authentication

Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

MCP Think Tool

Provides a no-op 'think' tool that enables Claude to decompose complex problems and enhance reasoning by pausing to organize thoughts.

netdisk-mcp-server

MCP server for cloud storage operations enabling browsing, file transfer, offline download, and multi-platform resource search for Quark and 115 drives.

HIRA Disease MCP

Enables searching and retrieving Korean disease information and statistics from the Health Insurance Review and Assessment Service (HIRA) using Claude.

nocobase-mcp-server

An MCP server that enables AI assistants to interact with NocoBase instances for managing collections, UI schemas, flow models, and running API operations. It provides both hand-crafted tools and dynamically generated tools from NocoBase's OpenAPI specification.

Google Tasks MCP Server

Enables LLMs like Claude to manage Google Tasks by listing, creating, updating, completing, and deleting tasks and task lists, including setting due dates and notes.