发现优秀的 MCP 服务器

Gcore MCP Server

Enables interaction with Gcore Cloud API via LLM assistants, providing tools for managing instances, networking, storage, AI/ML, and more.

ask-user-mcp

MCP server that enables Claude to pause and ask clarifying questions via Emacs.

Gemini Web Search MCP Server

Enables web search capabilities by integrating with the local gemini-cli tool. Provides access to Gemini's Web Search Tool functionality through the Model Context Protocol.

huawei-cloud-ops-mcp-server

Enables AI assistants to query and manage Huawei Cloud resources (ECS, VPC, RDS, etc.) and retrieve pricing information through the Model Context Protocol.

design-flow-mcp

MCP server bridging ChatGPT-compatible clients to the Design Flow System, enabling project session management, draft import, round locking, and read-only access to design state and traceability.

realhands

An MCP server that lets Claude operate your real computer by moving the actual mouse, clicking, typing, and reading the actual screen, working with your own logged-in sessions in any application.

MCP Observability Server

MCP server for observability that provides tools for log search, metrics inspection, SQL querying, incident summaries, and service discovery.

LangChain Agent RAG MCP

An MCP server integrating LangChain, RAG, and Agent to provide knowledge retrieval and tool invocation through natural language.

ArkForge Trust Layer

Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor.

Redash MCP Server

Enables interaction with Redash instances through a standardized interface, allowing users to execute SQL queries, manage data sources, and retrieve query results using natural language.

Ditto MCP Server

Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS with safety checks and capability gating. Supports parameterized queries, health checks, and configuration management for Ditto database operations.

person-enrichment

Enriches person profiles from email addresses, returning full name, job title, company, social links, and location. Works as a drop-in replacement for Apollo person enrichment at lower cost.

gpt-subagents-subscription

Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscription via OAuth, enabling access to GPT models for orchestrated tasks.

Backlog MCP Server

通过模型上下文协议将 Backlog 项目管理与 Claude 集成，从而可以通过自然语言交互访问项目、问题和 Wiki 页面。

Verified Support Agent

Enables MCP tool calls for order status checking and refund issuance, secured with cryptographic identity proofs and delegation credentials, automatically approving refunds under $50 while requiring human authorization for larger amounts.

poe2-build-mcp

An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Building-faithful calculations, so an LLM can import your build, answer questions, and theorycraft against real numbers (not invented ones).

DataPilot MCP Server

Provides tools to inspect dataset schema, profile, preview, and execute read-only SQL queries on uploaded CSV/Excel files.

recall

A zero-dependency MCP server for cross-session memory recall in Claude Code. Provides lexical search, listing, and retrieval of past session memories to avoid re-explaining context.

CodeSentinel MCP Server

A code quality analysis server that detects security vulnerabilities, deceptive patterns, incomplete code, and highlights good practices in source code for MCP-compatible clients like Claude Code.

mysql-mcp-server

Enables executing SQL queries, managing databases, and switching between multiple project environments via MCP, without requiring a local MySQL client.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities, enabling web content extraction, crawling, site mapping, search, and structured data extraction with automatic rate limiting and retry handling.

ModelBound

Local-first MCP server for agent skills. Validate, lint, diff, and convert agent skill files across Cursor, Claude, Kiro, Windsurf, VS Code, and Amazon Q — no account required. Optional cloud sync with ModelBound.

ChillMCP

Enables AI agents to take breaks and manage stress levels through various休息 activities like coffee breaks, Netflix watching, and bathroom breaks. Features a boss alert system that adds realistic workplace tension to the break-taking experience.

MachineProfile MCP

Enables AI assistants to retrieve structured information about the local Windows machine, including system specifications, resource health, developer tools, and AI environment, all through a secure, read-only interface.

NoteMind

A lightweight, intelligent note-organizing server that acts as an AI-powered personal memory vault for capturing, organizing, and retrieving insights using FastMCP and SQLite.

Reflect MCP Connector

Enables users to connect their Reflect account to MCP-compatible clients to manage notes, graphs, and links. It provides tools for creating or appending to daily notes, listing books, and managing content via the Reflect API.

Gmail MCP Server

Enables AI agents to manage Gmail through natural language, including search, read, send, label, and draft operations via the Model Context Protocol.

Grimoire for Gamemasters

Connect to your TTRPG campaign's repository and database. Instead of retrieving prose, its 48 tools (20 read, 28 write) return typed state: 14 entity schemas (NPCs, factions, locations, sessions, lore), relationship and knowledge-graph queries, wiki blocks, and a narrative-state bundle of open threads and canon facts.

ai-browser

Enables AI agents to fully control a terminal browser via MCP, navigating pages, filling forms, logging in, and managing cookies with deterministic numbered links and forms. Also provides an interactive human CLI.