发现优秀的 MCP 服务器

Local Git Changes Analyzer

A FastMCP server for analyzing outstanding local git changes that haven't made their way to GitHub yet.

Odoo.sh MCP Server

SSH-based Model Context Protocol server for Odoo.sh - Build custom apps with AI assistance using Git workflow tools.

Meta Ads MCP Server

Connects Claude with the Meta Marketing API to analyze and manage Facebook/Instagram ad campaigns, including retrieving insights, updating campaign status, and listing accounts.

make-mcp-server

Enables AI assistants to search 200+ Make.com modules, validate and auto-heal blueprints, and deploy automation scenarios directly to Make.com via API.

mcp-clinical-doc-agent

Enables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.

Nano Banana 2 Polza MCP Server

MCP server for generating and editing images through Polza AI using Google Gemini models (Nano Banana 2, Pro, Flash). It supports conditioning with up to three reference images and provides structured metadata with reproducibility hints.

Time-Travel Benchmark MCP Server

Enables LLMs to perform web search and fetch with a frozen cutoff date, enforcing server-side time-lock and usage budgets to prevent lookahead contamination.

docuseal-mcp-server

Enables interaction with DocuSeal instances to manage document templates, create signature requests, and track submission statuses. It provides tools for uploading PDFs, managing submitters, and downloading signed documents via the DocuSeal API.

MCP PDF Extract

A Model Context Protocol server that enables listing and reading PDF documents from a configured directory, extracting text content for MCP clients like Claude Desktop.

StaticX MCP Server

Enables AI agents to deploy static websites to StaticX, including creating sites, uploading builds, publishing releases, and managing domains.

Consumer Complaint Database MCP

A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.

Legacy-to-FHIR Mapping MCP Server

Enables natural-language querying of a mock legacy healthcare database and returns validated FHIR resources (Patient, Observation, Condition).

rakuten-mcp

MCP server for Rakuten APIs. Search products, books, hotels, and rankings across Japan's largest e-commerce platform.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

mcp-auth-proxy

Authenticating reverse proxy for MCP servers providing credential isolation, OAuth2 token management, and composite tool aggregation.

Token Saver MCP

Bridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.

money-forward-mcp-community

Unofficial, community-maintained stdio MCP server for Money Forward ME that uses cookie-based authentication to retrieve accounts and assets from manual entry accounts.

Computeback MCP — Agent rewards marketplace + CB Hire

MCP server for the Computeback agent rewards marketplace and CB Hire B2B labor marketplace. Agents browse the storefront (compute, voice, memory, storage, 25+ categories) using $NOMD tokens, and discover/accept paid B2B work (email/voice/SMS/landing-page campaigns) and/or book travel on Autonomad for $NOMD earnings on Base L2.

MCP Think Tool Server

一个模型上下文协议服务器，为 Claude 提供一个专用空间，用于在复杂的解决问题任务中进行结构化思考，从而帮助提高其推理能力。

TunnelAdmin

Web-based SSH connection manager with an MCP server that enables AI agents to manage remote hosts via terminals, file transfers, and port forwarding, featuring human-in-the-loop approval for secure access.

x-bookmarks-mcp

Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks into a searchable, enriched knowledge base for Claude Desktop and Claude Code.

AgentBridge MCP

MCP server that delegates bounded coding tasks to a server-side agent loop, persisting task state and conversations in SQLite while restricting file and command operations to a guarded workspace.

NPM MCP Server

镜子 (jìng zi)

Godot Docs MCP

Enables searching and retrieving Godot Engine documentation across multiple versions (stable, latest, 4.3-4.5) using fuzzy search, returning documentation content as markdown.

Supabase MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它能够从 Supabase 数据库查询功能建议，从而使像 Cursor 和 Claude 这样的 AI 工具能够访问和显示功能请求数据。

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables users to create custom tools accessible through Claude Desktop or the Cloudflare AI Playground.

Fragment MCP Server

A Model Context Protocol server that enables working with Building Information Modeling (BIM) files by converting IFC files to fragment format and querying BIM data by category.

mcp-spotify

MCP server for Spotify that enables playlist building and music discovery through 19 tools, allowing LLM agents to search tracks/artists/albums, manage playlists, control playback, and access personal listening data.

Enhanced Miyabi MCP Server

Automatically analyzes and dispatches user tasks to appropriate handlers, supporting development task processing via Miyabi Agent and medical AI academic article generation. Provides intelligent task classification and routing for development, writing, and general tasks.

Amazing Marvin MCP Server

Connects AI assistants to Amazing Marvin for comprehensive task management, including creating and organizing tasks, time tracking, viewing schedules, and managing projects through natural language.