Discover Awesome MCP Servers

KDB.AI MCP Server

Enables interaction with KDB.AI through natural language for vector database operations, similarity searches, hybrid search, and advanced data analysis.

floodwise

MCP server to look up long-term flood risk for England postcodes using official Environment Agency data, and validate UK postcodes.

RunAutomation MCP Server

Enables AI assistants to execute browser automation, perform QA tasks, and generate test code through natural language commands using Playwright.

pcs-mcp

MCP server exposing ProCyclingStats teams, riders, and races data by scraping site pages, enabling custom rankings and historical result analysis.

agent-insurance-mcp-server

MCP server for AI agent transaction insurance and escrow — protect agent-to-agent payments with smart escrow, dispute resolution, and risk scoring.

mcp-working-context-optimizer

Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.

sonic-boom

Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that vision-capable AI models can read to bypass token limits for codebase-scale audits.

CCXT MCP Server

A Model Context Protocol server that enables LLMs to interact with cryptocurrency exchanges through CCXT, allowing for tasks like fetching balances, market data, creating orders, and trading operations in a standardized way.

rpg-mcp

RPG game engine that lets AI run tabletop sessions without hallucinating mechanics. SQLite-backed persistence, D\&D 5e-style combat, procedural world generation, and deterministic dice.

Obsidian MCP Server

Enables AI assistants to search, read, and analyze Obsidian notes via the Local REST API.

vMCP

A unified gateway for Model Context Protocol servers, enabling access to multiple scientific computing tools through a single interface.

Kodi MCP Server

Enables control of Kodi media center through MCP protocol, supporting playback control, library management, navigation, and smart downloads search with automatic file playback.

ChemLint

An MCP server that gives LLMs native access to cheminformatics and molecular ML tools, enabling molecular structure manipulation, descriptor calculation, ML model training, and analysis report generation through natural conversation.

MySql MCP Server

Kết nối và tương tác với cơ sở dữ liệu MySQL một cách liền mạch. Thực thi các truy vấn SQL, quản lý kết nối cơ sở dữ liệu và truy xuất dữ liệu trực tiếp thông qua trợ lý AI. Nâng cao khả năng AI của bạn với quyền truy cập có cấu trúc vào dữ liệu MySQL.

BigQuery & Tavily FastAPI MCP

bigquery & web search api + máy chủ mcp

aria-mcp-football

Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.

mcp-servers-nix

Một framework cấu hình dựa trên Nix cho các máy chủ Model Control Protocol (MCP) với các gói sẵn sàng để sử dụng.

Zoho Mail MCP Server

Provides full access to Zoho Mail accounts, enabling email search, read, send, reply, thread management, folder/label operations, and more via 14 tools.

mcp-ssh-gateway

Enables managing Linux servers via SSH with tools for command execution, file operations, service management, and log analysis.

xray-mcp-monitor

MCP server for checking reachability of nodes inside an Xray subscription by fetching subscription URLs, parsing nodes, running TCP probes, and exposing tools for scheduled monitoring.

NIH RePORTER MCP

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép tìm kiếm theo kiểu hội thoại các dự án nghiên cứu và ấn phẩm được tài trợ bởi NIH thông qua cơ sở dữ liệu NIH RePORTER.

mcp_python_exec_server

Enables safe execution of Python code snippets within a sandboxed environment, restricting dangerous builtins and modules to prevent malicious operations.

MCP Compatible Server

A dual-protocol MCP server that supports both modern Streamable HTTP and legacy HTTP+SSE protocols, providing backward compatibility for clients while offering advanced features like session resumability.

mcp_servers

Máy chủ Giao thức Bối cảnh Mô hình

Example MCP Server

A Node.js/TypeScript MCP server template with sample tools (ping and system_info) that demonstrates how to build custom tools for Claude Desktop using stdio transport.

PyPen MCP

Enables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha handling.

OmniFocus MCP Server

A Model Context Protocol server that integrates OmniFocus with Claude Desktop, providing AI-powered access to tasks and projects for enhanced task management and weekly reviews.

airtable-user-mcp

Community MCP server for Airtable that provides 30 tools for managing Airtable bases. Uses Airtable's internal API to support capabilities not available through the official REST API:

AiAgentWalletMCP

Enables AI agents to access a marketplace of paid tools by automatically handling Stellar blockchain payments and wallet management. It utilizes the X-402 protocol to facilitate transparent, automated transactions for tool usage through a marketplace backend.