发现优秀的 MCP 服务器

OSF MCP Server

An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.

Gmail API MCP Server

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and fetching weather data. Provides a starting point for building custom MCP servers with TypeScript.

GNews MCP Server

Enables searching news articles and fetching top headlines via GNews API with filtering options.

Local Codex Bridge

An MCP control plane for Codex native sessions, translating eight explicit operations with strict security boundaries for authenticated access through OpenAI Secure MCP Tunnel.

legal_scholarship_mcp

Enables searching scholarly literature via the OpenAlex database, with tools for full-text search, work details, citation lookup, and author queries.

Couchbase MCP Server by CData

Couchbase MCP Server by CData

paperless-ngx MCP server

An MCP server that puts a paperless-ngx document archive within reach of AI assistants, enabling full-text search, reading, filing, uploading, and managing documents and taxonomy through the paperless-ngx REST API.

flight-finder

Enables finding and comparing cash and award flights, with seat maps and trip planning, ranking options by user-defined per-mile valuations.

excalidraw-architect-mcp

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout, stateful editing, and architecture-aware component styling.

signal-prospector

Enables B2B prospecting from natural language: detect buying signals, score leads against ICP, enrich decision-makers, and draft personalized outreach messages via Claude.

Nexus MCP

Enables Claude to orchestrate tasks across 27 AI providers, run multi-agent plans, and conduct multi-model councils for decision-making.

MCP System Monitor Server

Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

waterloo-learn-mcp

MCP server that lets AI assistants access University of Waterloo LEARN course data (announcements, content, grades, assignments, outlines) and search past assessments in Google Drive.

taskmarket-mcp

MCP server that lets AI agents browse, create, and submit tasks on Taskmarket, and check wallet balances, using the official CLI for secure key handling.

Temporal MCP Server

An MCP server for interacting with Temporal Cloud workflows across multiple regions, providing tools to list, describe, terminate, and retrieve step results from workflows via natural language.

Prompt Registry MCP

A lightweight, file-based server for managing and serving personal prompt templates with variable substitution support via the Model Context Protocol. It allows users to store, update, and organize prompts in a local directory through integrated MCP tools and CLI assistants.

memory-mcp

A local stdio MCP server that exposes a shared brain (read/search/write) over ~/.claude/memory, allowing memories written in any agent to be readable and searchable across all three (Claude Code, Cursor, Codex). It provides tools like memory_search, memory_read, memory_write, etc., with no external services.

atest-mcp-server

MCP server for atest (api-testing), enabling natural language interaction with API testing workflows.

台灣中央氣象局 MCP 伺服器

台灣中央氣象署 (CWA) API MCP 伺服器

Vindata MCP Server

Remote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, enabling tools like addition, GitHub user info, and image generation with access control.

dns-mcp

MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geolocation lookups. No API keys required , and all upstreams are public.

Corpus-KB

Local end-to-end RAG system for agentic code editors, exposing retrieval-augmented generation via MCP to any compatible client.

Claude Relay

Enables real-time communication between Claude Code instances across multiple machines via WebSocket, allowing context sharing, task handoffs, and coordination between sessions.

Context Optimizer MCP

一个 MCP 服务器，它使用 Redis 和内存缓存来优化和扩展大型聊天记录的上下文窗口。

resQ MCP Server

A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.

constellation-mcp

Exposes the five Enternovate security tools as 23 Model Context Protocol tools, enabling agents to scan attack surfaces, query knowledge graphs, audit websites, check email security, and run POPIA compliance assessments via a single MCP connection.