发现优秀的 MCP 服务器

matrix-mcp-server

A standalone MCP tool server that exposes Matrix chat operations as callable tools, enabling messaging, room management, user management, and ID resolution for MCP-compatible clients.

JoinCloud

Join.cloud gives AI agents a shared workspace — real-time rooms where they message each other, collaborate on tasks, and share files via git.

@0pvalencia/chart-from-data-mcp

MCP server that renders bar, line, and pie charts from data using QuickChart, returning PNG file paths.

context-mcp

Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.

Cloudflare MySQL MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to interact with MySQL databases through secure, role-based database operations.

vision-mcp

An MCP server that analyzes images using OpenRouter's Gemini Flash model, supporting local file paths and URLs.

Intel NPU Tools MCP Server

Enables MCP clients to leverage the Intel Arrow Lake NPU for local speech transcription, screenshot OCR, private semantic search, and hardware diagnostics, all processed locally.

mcp-youtube

Wraps the YouTube Data API v3, allowing AI agents to search videos, channels, and playlists via MCP tools or natural language queries through Pipeworx.

Model Context Protocol Server For Cyber Security

网络安全模型上下文协议服务器

agami-core

A governed MCP server that enforces a trust layer between AI agents and databases, requiring sign-off on joins and metrics and producing auditable receipts for every query.

md-vision

stdio server to read markdown with images or index markdown headings from a file, folder or URL

MCP Blueprint

A configuration-driven framework for building MCP servers that expose domain-oriented tools (e.g., get_customer, get_database_sizes) instead of generic SQL interfaces, by loading tool metadata and SQL queries from declarative packs.

Kagi MCP Server

允许使用 Kagi 的 API 进行网页搜索和内容增强，通过诸如 fastgpt、enrich/web 和 enrich/news 等方法实现。

MCP Router

Automatically selects the optimal LLM model for each task in Cursor IDE by analyzing query complexity, task type, and applying customizable routing strategies across 17 different AI models.

obscuraai-mcp

MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsurf, etc— generate visual AI automation workflows. Describe a business process, get an interactive flow map you can edit and share.

Gmail Plugin MCP Server

一个 MCP 服务器，它支持 Gmail 集成，允许用户直接通过像 Claude Desktop 这样的 MCP 客户端来管理电子邮件（发送、接收、阅读、删除、标记为已读）。

Claude Thread Continuity

Automatically saves and restores project state when Claude threads hit token limits, ensuring seamless conversation continuity and preventing project fragmentation with intelligent name validation.

reddit-research

MCP server that answers questions using Reddit discussions as evidence, searching threads, fetching comments, and ranking useful context, with optional cited answer synthesis.

Graph RAG MCP Server for Obsidian

A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian vaults, supporting MCP clients like Claude Desktop, Cursor, and Raycast.

Stitch MCP Auto

An automated MCP server for Google Stitch that enables AI-driven UI design generation, accessibility audits, and design system management. It streamlines workflows for creating responsive screens, extracting design tokens, and maintaining visual consistency across professional web projects.

Raley

Automated grocery shopping assistant with intelligent unit pricing and automatic coupon clipping, enabling AI to search products, manage carts, and plan grocery runs via Claude Desktop or CLI.

HubSpot MCP Server

An MCP server that exposes HubSpot CRM operations as tools over stdio, enabling any MCP client to query and modify HubSpot data.

Softority MCP Server

Provides AI clients with safe, structured access to local filesystem, Git repositories, and project contexts, featuring file operations, git status/diff, project management, and built-in code review/bug analysis prompts.

dsh-relay

Diagnoses the Codex MCP launch path and writes host configuration so Codex, Cursor, or Claude Code can spawn the dsh profile. It does not run the MCP stdio server in the Web process.

KG Memory

An MCP server that implements a heavily typed knowledge graph memory system with AI-powered entity and relation extraction, enabling structured knowledge storage and retrieval from unstructured text using predefined or custom ontologies.

Pentest-mcp

Unified penetration testing MCP server for Claude Desktop providing 34 security tools for reconnaissance, web scanning, code analysis, and authenticated testing.

MCP Server Template (TypeScript)

A minimal MCP server template for Render with Streamable HTTP transport, bearer token authentication, and an example 'hello' tool.

froide-mcp

MCP server for the Froide FOI platform. Exposes Froide's REST API as MCP tools for Claude and other MCP clients.

com.getwpagent/wordpress

Enables managing self-hosted WordPress sites via AI assistants, providing 69 tools for content creation, SEO, media, comments, and site management through the MCP protocol.