发现优秀的 MCP 服务器

Canvas Academic Assistant

Connects Claude to Canvas LMS, enabling students to query their coursework, assignments, grades, deadlines, announcements, and calendar events through natural conversation instead of navigating the Canvas interface.

treasury-fiscaldata-mcp

Enables querying U.S. Treasury fiscal data including debt, interest rates, auctions, and more via natural language, with no API key required.

mcp-git

Enables Git repository interaction and automation via LLMs, providing tools to read, search, and manipulate Git repositories.

MCP File & Git Manager Server

Provides file system operations (read, write, list, delete) and Git repository management (status, commit, push, pull, diff) for n8n workflows through the Model Context Protocol.

XMind MCP Server

Enables incremental editing of XMind mind maps using atomic tools for reading, creating, and surgically editing .xmind files.

MCP Lottery Demo

Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.

xiaobenyang-mcp-2

xiaobenyang-mcp-2

salesforce-remote-mcp-cloudflare

A remote MCP server for Salesforce deployed on Cloudflare Workers, enabling Claude to query and manage Salesforce data through SOQL, SOSL, DML, and Apex with per-user OAuth.

cocos-mcp

Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to query and modify scenes, assets, and previews, and to edit prefab files offline.

wpscan-mcp

Enables querying the WPScan API for WordPress plugin, theme, core vulnerabilities, and specific vulnerability lookups through MCP tools.

Odoo MCP Improved

A comprehensive implementation of the Model Context Protocol for Odoo ERP systems that enables AI assistants to interact directly with business data across sales, purchases, inventory, and accounting modules.

TokenSaver MCP

An MCP server that reduces AI API costs by up to 97% through token measurement, compression, caching, and pruning, all without changing prompts.

Agent Signals MCP

One MCP server that gives AI agents nine live data tools — company hiring signals, SEC filings, academic papers, GitHub repos, Hacker News, Stack Overflow, clinical trials, Federal Register, and global news — all as flat, citation-ready JSON with pay-per-result billing.

Conversational Analysis Engine

Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) through a Model Context Protocol server, enhancing conversation quality by exploring multiple response branches and selecting the best path.

inquisitor

Enables AI agents to efficiently solve problems by estimating complexity, pruning unnecessary paths, and focusing search through web search, code analysis, and persistent investigation tracking.

MailChimp MCP Server by CData

MailChimp MCP Server by CData

mercury-invoicing-mcp

Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and create/manage recurring invoices via Model Context Protocol.

MCP Email Server

Provides IMAP and SMTP capabilities, enabling developers to manage email services with seamless integration and automated workflows.

Jacobgoren Sb_workato Mcp Server

镜子 (jìng zi)

Tribunal TJSP: Selo Digital

Provides read-only consultation of the Tribunal TJSP Selo Digital from official sources, enabling users to query this data through natural language in any MCP-compatible client.

cooper-hewitt-mcp

与 MCP 交互，使用库珀·休伊特博物馆 API。

Unsplash MCP Server

Enables users to search for high-quality photos on Unsplash with support for advanced filtering by orientation and content safety. It provides formatted photo metadata and images in either base64-encoded format or as JSON with URLs via stdio transport.

Adamik MCP Server

镜子 (jìng zi)

mcp-server-taiwan-weather

取得臺灣各縣市今明36小時天氣預報資料的MCP伺服器。

Smart Home Device Control MCP Server

Enables AI models to control and query smart home devices (air conditioners, lights, locks, cameras, refrigerators) through a backend API. Supports device control operations, status queries, and detailed device information retrieval with built-in documentation for proper device usage.

Chinese Tourism Spots MCP Server

Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.

paparam-mcp

Exposes any paparam CLI as an MCP server, automatically deriving tool definitions, resources, and prompts from the command's own schema, with validation before execution and support for both MCP protocol eras.

Weather MCP Tool

A Model Context Protocol tool that provides weather information for cities, with London access requiring Solana devnet payment via the Latinum Wallet MCP server.

mindmap-mcp-server

A local-first MCP server for shared memory across AI tools, enabling context capture and resume across sessions.

Bambuddy MCP Server

Enables AI assistants to interact with Bambuddy's 3D printer management API, including printer status, print queue, filament spools, and camera snapshots.