发现优秀的 MCP 服务器

Mermaid MCP Server

Enables agents to search official Mermaid diagram syntax documentation and validate Mermaid diagram code before presenting it to users, ensuring syntactically correct flowcharts, sequence diagrams, class diagrams, and other Mermaid visualizations.

MCPishCode

A self-hosted MCP server that brings a Codex-style coding workflow to ChatGPT, allowing it to read, edit, search, and run code in your local projects.

MCP Notes Server

A server for managing notes with full CRUD operations, tagging, and search, compatible with Claude Desktop.

Centrapay MCP Server

Enables interaction with the Centrapay payments API for testing NZ payment flows, including creating, managing, and settling payment requests through natural language.

Web Search MCP Server

Enables AI agents to search the web and extract content using multiple search providers, with caching, retry logic, and options for JavaScript-heavy page rendering.

MCP Tree Explorer

A lightweight MCP tool for directory tree visualization in Cursor, with smart filtering and customizable ignore/keep patterns.

kwjm-mcp

MCP server that provides unified access to text, image, and video generation models via the kwjm.com API, with model discovery, capability validation, and clear error explanations.

bsc-dex-spread

Provides a tool to get real-time cross-DEX price and spread data for PancakeSwap v2 and v3 on BSC, with a pay-per-call model settled via x402.

FPL MCP Server

Provides tools and resources to interact with the Fantasy Premier League API, enabling player analysis, fixture insights, and team management through natural language.

Telegram MCP Server

一个服务器，它允许通过与 MCP 兼容的主机（如 Claude for Desktop）直接与 Telegram 聊天互动，并提供检索聊天、获取消息和发送消息的工具。

QuanticData MCP server

Provides AI agents live web access through scraping, multi-engine search, site mapping, crawling, SEO audits, and 31 data collectors via natural language tool calls.

Sentinel-MCP

Extensible trading-intelligence MCP server with diagnostic tools, structured logging, and tool registration; currently provides server info tool with plans for market data adapters.

nextcloud-collectives-mcp

A MCP server for accessing Nextcloud Collectives, allowing MCP clients to list, read, and edit collectives, their pages, and tags.

AgentCloak

A proxy service that sits between AI agents and email, providing safe access with read-only design, PII redaction, blocklists, and sanitization.

agda-mcp

MCP server for Agda, providing type checking, go-to-definition, case splitting, auto proof search, and more directly from Claude Code or any MCP client.

Aionis MCP Server

Bridges Aionis execution memory to MCP clients, enabling governed memory context for AI agents.

Octofs

The fastest, most capable filesystem MCP server built in Rust, giving AI agents superpowers to read, search, edit, and manage files and directories.

MTM - MCP Telegram MORE

A Telegram-integrated MCP server that enables remote control of Claude sessions through a Telegram bot, including chat, tool approvals, task tracking, and workspace management. It provides a MiniApp interface for real-time monitoring and control of Claude's activities from mobile devices.

mcp-codestats

Enables fetching public Code::Stats user XP and activity data, including total XP, per-language breakdowns, and recent coding activity.

mcp-pr-companion

Automatically analyzes Git diffs and Bitbucket PR data to generate compact JSON payloads for AI-powered PR description generation, reducing token consumption.

Recipes MCP

Wraps the TheMealDB API to search for recipes, get full meal details, random meal suggestions, and find recipes by ingredient.

MCP Tools

An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

StatFlow

Enables AI assistants to perform statistical analysis on MySQL databases, generating formatted Excel reports with t-tests and effect sizes, and creating thesis-quality Word documents with AI-powered insights.

AWS S3 MCP Server

Enables browsing S3 buckets and objects, and generating secure presigned URLs for downloads and uploads, through natural language commands in MCP clients like Claude Desktop.

3dprint-oracle

3D printing filament and materials knowledge MCP server. Gives LLMs authoritative access to 7,000+ filaments and curated material science knowledge.

mcp-openmsx

This MCP provides comprehensive tools and resources for MSX software development, testing, and automation through openMSX emulator.

mediawiki-mcp

An MCP server for MediaWiki instances with multi-wiki support, providing full read/write access via REST and Action APIs across multiple named wikis.

MCP Mistral OCR

Provides OCR capabilities for images and PDFs using Mistral AI's OCR API, supporting both local files and URLs with output in markdown or JSON format.

mcp.andreglegg.no

Remote MCP tool host serving tree generation tools over Streamable HTTP, returning short-lived download URLs for artifacts.