发现优秀的 MCP 服务器

Podcast Commerce Intelligence MCP

Extract product mentions, sponsors, and trends from podcast transcripts to generate affiliate revenue, with F1=100% on eval suite and a free tier of 200 calls/day.

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.

vault-mcp

Turn any folder into a searchable knowledge base for AI, exposed via MCP.

Markdown TOC MCP Server

Enables intelligent Markdown document analysis including extracting table of contents with hierarchy, detecting numbering issues like duplicates and discontinuities, and generating formatted TOC content in multiple output formats.

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.

Agora MCP

一个 MCP 服务器，将 AI 助手连接到 SearchAgora，使用户能够通过自然语言对话在网络上搜索、发现和购买产品。

@0pvalencia/chart-from-data-mcp

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

Model Context Protocol Server For Cyber Security

网络安全模型上下文协议服务器

md-vision

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

vision-mcp

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

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.

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.

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.

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.

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）。

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。

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.

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.

mcp-csu

Provides AI assistants direct access to 700+ statistical datasets about the Czech Republic, including population, economy, prices, wages, employment, industry, agriculture, trade, tourism, environment, and more.

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.

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.

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.

Pentest-mcp

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

FabTally Safe

Read-only crypto safety MCP server that helps AI agents and wallets verify token honeypot risks, decode EIP-712 signatures, scan approval risks, and simulate transactions before signing.

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.

ai-crm-engine

An MCP-native CRM backend for AI agents, enabling customer, opportunity, note, follow-up, and pipeline health management through 15 MCP tools.