发现优秀的 MCP 服务器

MCP SwitchBoard 🎛️

一个用于管理多个 MCP 服务器及其相关工具的 GUI MCP 配电盘

google-search-console-mcp

Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.

Axom MCP Server

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

marketcal

Provides correct trading day and settlement date calculations for multiple exchanges, with no external API calls.

remote-mcp-authless

A remote MCP server deployed on Cloudflare Workers without authentication, enabling integration with AI Playground and Claude Desktop.

cursor-chat-bridge

Enables remote control of the Cursor AI agent via chat platforms like GitHub Issues or Telegram, allowing users to start sessions and receive summaries and prompts in a chat thread.

Penpot MCP Server

Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

spanner-mcp-server

Enables read-only SQL queries and schema introspection for Google Cloud Spanner, supporting both GoogleSQL and PostgreSQL dialects.

Cube MCP Server

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

Penrose MCP Server

使用 Penrose 的领域特定语言，通过自然语言促进数学图表的创建，从而可以定义数学类型、关系和视觉表示规则。

Pagila MCP Server

Enables interaction with the Pagila sample PostgreSQL database through natural language queries and SQL execution, supporting safe SELECT operations and text-to-SQL conversion.

BNCC MCP

MCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.

claude-intercom

Enables Claude Code sessions to communicate with each other, allowing discovery, messaging, and synchronous queries across sessions.

shellphone

Bridges Claude Code and Claude Chat by exposing session digests as MCP resources and allowing instruction queuing from Chat to Code.

mcporacle

Local MCP server for Roo Code that connects to Oracle DB and returns limited set of metadata through secure MCP tools.

语雀 MCP 服务器

镜子 (jìng zi)

ThinAir Geo

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Canvas Course Materials MCP Server

A remote MCP server that gives Claude access to your Canvas LMS course materials and files, enabling you to list courses, retrieve files, modules, syllabus, pages, assignments, grades, quizzes, and more via natural language.

YAPI MCP Server

An MCP server for the YAPI interface management platform that enables users to manage projects, categories, and API interfaces. It supports querying project details, listing interfaces, and creating or modifying API documentation through natural language.

WetLab-MCP

Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

Cloudflare Image MCP

Image generation MCP server running on Cloudflare Workers, supporting multiple models like FLUX and SDXL with OpenAI-compatible endpoints.

Toogle MCP

Bridges Tana personal knowledge graph and Google Calendar for AI agents, enabling semantic search and event management.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

Seedfast MCP Server

MCP server for Seedfast, which fills PostgreSQL databases with realistic, relationally valid test data generated from live schema, providing tools for planning, running, and inspecting seeding operations.

mcp-rust-docs

Provides access to Rust crate documentation, search, and metadata from docs.rs and crates.io.

Mcp Weather

一个简单的 MCP 服务器，提供天气信息。

fsext-mcp-server-java

A full-featured secure MCP server for local file system operations, with built-in image processing, OCR and media tools.