发现优秀的 MCP 服务器

gws-mcp

Minimal Google Workspace MCP server for Claude Code, providing tools for Gmail, Drive, Docs, and Sheets across two fixed accounts.

MCP Starter

A production-grade MCP server for order management, featuring tools for looking up and refunding orders with safety measures like confirmation tokens, rate limiting, and error handling.

Janus MCP

Enables AI assistants to understand and interact with OpenAPI specifications, providing deep insight into API structures for faster and more accurate API integration.

ASA MCP

Connect your ASA account to Claude, ChatGPT, and AI agents via Open Finance Brazil. Read balances, statements, credit card invoices, and investments using natural language.

CatHub Nyaanes

Enables orchestrating multiple AI CLI agents (Codex, Grok, Claude, etc.) via Claude Code, providing tools for dispatching tasks, broadcasting, debating, and managing jobs through a local MCP server.

Warp SQL Server MCP

Enables secure database operations on SQL Server instances through a three-tier safety system, supporting schema exploration, query execution, performance analysis, and data export with configurable security levels from read-only to full development access.

Boring Gemini

An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.

XiaoZhi Windows MCP Agent Bridge

Enables ESP32 XiaoZhi voice devices to command a Windows PC via MCP, including app control, file operations, screen vision, browser interaction, shell execution, and orchestration of local AI coding agents like Codex CLI and Claude Code.

mcp-cn-commerce

A suite of MCP servers that give AI agents read-only access to Chinese e-commerce platform business data, including advertising, orders, products, and more from platforms like Douyin, JD.com, Taobao, etc.

ssh-connect MCP server

用于 SSH 连接和文件操作的 MCP 服务器。

Sales Dashboard

Enables interactive sales data exploration within Claude through a dynamic dashboard with filterable charts and tables.

douyin-creator-mcp

A local MCP server that reads Douyin creator data from the browser and provides tools to query, compare, and analyze video performance metrics for AI agents.

Miji BLE MCP Server

MCP server for controlling BLE-enabled adult toys from XHTKJ and 醉清风 mini-programs, enabling strength, mode, and custom waveform control via natural language.

scratchpad-mcp

scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficient storage. Eight tools versioned file writes, structured line-diffs since a prior version, append-only logs with cursor pagination, on-demand summaries with per-version caching, and per-agent quotas. The point is to stop agents from re-reading files they've already seen and re-summarizing documents.

Deep Research MCP Server

An advanced scholarly research MCP server that enables AI assistants to discover, fetch, process, and manage academic papers across multiple sources like arXiv, PubMed, and Semantic Scholar, with capabilities for summarization, citation analysis, and concept relationship extraction.

illustrator-mcp

Control Adobe Illustrator with natural language from any MCP client, enabling document creation, editing, and export via ExtendScript.

symbolpeek-mcp

Semantic code intelligence MCP server for TypeScript/JavaScript codebases, enabling AI agents to retrieve specific symbols, types, and relationships without reading entire files.

Spotify MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器，它允许通过 MCP 客户端（如 Cursor 或 Claude for Desktop）中的自然语言命令来控制 Spotify 的播放。

EdgeLake MCP Server

Enables AI assistants to query and explore distributed data across EdgeLake nodes through SQL operations, resource discovery, and schema inspection. Supports complex queries with joins, aggregations, and metadata fields across multiple databases and tables.

vidtheque

Enables search across videos you've watched via transcripts, on-screen text, and frames, citing exact timestamps. Point it at videos, channels, or playlists; it indexes everything locally and answers queries with deep links to the exact second.

Hamara Hisaab

Self-hosted household finance app for shared expenses, budgets, investments, loans, and zakat, exposing MCP tools for AI agents to manage finances via natural language.

cocos-mcp-community

Enables AI clients to inspect and operate the Cocos Creator project currently open, including scenes, nodes, assets, animations, and editor workflows via MCP.

YouTube MCP Agent

An MCP server agent that enables analysis of YouTube videos by extracting transcripts, generating summaries, and creating chapter timestamps. It allows users to interact with video content through natural language to perform tasks such as writing social media posts.

YodMCP

A production-oriented Agent Operating System kernel that provides multi-graph memory, durable tasks, portable skills, attestation, and plan-based monetization for MCP-based agents.

SIFTGuard

Enables autonomous digital forensics and incident response by wrapping SIFT Workstation tools as MCP tools and orchestrating a multi-agent AI pipeline for evidence analysis and remediation planning.

OpenAI GPT Image MCP

An MCP tool server that enables generating and editing images through OpenAI's image models, supporting text-to-image generation and advanced image editing (inpainting, outpainting) across various MCP-compatible clients.

SecureAgentServer

Enables secure support-ticket and customer-account operations with signed JWT authentication, prompt-injection and tool-poisoning guardrails, and human-in-the-loop confirmation for destructive actions.

mcp_repo_8fe29404

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

mcp-arcgis-kinston

Provides access to City of Kinston, North Carolina's open geospatial data (ArcGIS) through tools for searching datasets, querying layers, and retrieving layer schemas.

wiki-js-mcp

wiki-js-mcp