发现优秀的 MCP 服务器

better-notes

A personal knowledge management MCP server that enables capturing daily notes, meeting summaries, and ideas through Claude, with full-text search, git sync, and git activity tracking across projects.

MCP fal.ai Image Server

Enables AI-powered image generation from text prompts using fal.ai models directly within IDEs. Supports multiple models, customizable parameters, and saves generated images locally with accessible file paths.

Leteo

Persistent memory for AI coding agents, storing decisions, bug fixes, conventions, and discoveries in a local SQLite database and automatically recalling them when relevant. Works with Claude Code, Codex, Cursor, Gemini CLI, and other MCP-compatible agents.

Coupler Analytics

Analytics Coupler.io MCP bridges your business data to AI for fast and smart analysis.

mcp-open-corporates

OpenCorporates MCP provides free, no-auth access to global company registry data with rate limiting, enabling AI agents to look up company information.

Readme-builder-mcp

An MCP server that automatically scans project directories, extracts routes and environment variables, and generates GitHub-style README files in Chinese with explicit confirmation before writing.

MCP SSH Server

Provides comprehensive SSH and serial console access to manage servers and network devices, including Cisco and Aruba switches, with file transfer and network diagnostics.

Spotify Playlist MCP

Local STDIO MCP server for safely curating Spotify playlists with a plan/apply workflow, allowlist-based write protection, and authentication status checks.

CubeLife

Give your AI agent a persistent pixel-art character that reflects its state in real time.

browser-use MCP Server

An MCP server that enables AI assistants to control a web browser through natural language commands, allowing them to navigate websites and extract information via SSE transport.

a2asearch-mcp

MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills from the A2ASearch directory. Ask Claude: "Find MCP servers for database access".

PolyRank MCP

Provides AI agents with direct access to Polyrank's skill analytics for Polymarket, including leaderboards, trader skill metrics, calibration, market consensus, and live activity tracking.

Model Context Protocol (MCP) Server

A unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.

MercadoLibre MCP Server

Connects Claude to your MercadoLibre seller account, enabling natural language management of listings, orders, and shipments.

LXD MCP Server

Enables AI assistants to manage LXD containers and virtual machines through a standardized MCP interface for lifecycle management, image operations, and server monitoring.

docx-comments

Provides comprehensive read/write access to Word documents, including comments, track changes, and reply threads.

Dokploy MCP Server

Exposes Dokploy functionalities as tools consumable via the Model Context Protocol, allowing AI models and other applications to programmatically manage projects and applications on a Dokploy server.

Synpareia Trust Toolkit

Verifiable dealings with other agents: prove what you did, vet who you deal with, bind agreements

DBeaver MCP Server

A Model Context Protocol server that enables AI assistants to access and query 200+ database types through existing DBeaver connections without additional configuration.

Dynamic Code Executor MCP Server

Enables AI assistants to execute code in isolated sandboxes with support for Python, JavaScript, and TypeScript, featuring intelligent caching and semantic search for code reuse.

mcp-fdsnws-event

An MCP server for querying the FDSN Web Service Event APIs of multiple seismological datacenters and retrieving earthquake information as JSON.

googlesearch-mcp

A Model Context Protocol server that exposes Google Search as a tool via scraping, requiring no API key.

neuro-cube-brain

Enables AI assistants to read real-time focus state from any BrainFlow-supported EEG headset.

xmcp

MCP server that lets AI assistants directly control the Xojo IDE on macOS, enabling code editing, project management, building, running, and documentation lookup through natural language.

ticketsystem-mcp

Enables agents to view and reassign tickets in a fictional German health insurer's case load, with German-language responses and demo-friendly relative dates.

prediction-market-mcp

A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

housing-sentinel-mcp

Connects official daily housing-transaction data and market signals (offense/defense) for 12 major Chinese cities to AI agents via MCP, REST API, or Claude Skill.

contract-sentinel

Enables LLMs to ingest and analyze legal agreements, compute risk scores, and monitor non-compliant clauses through MCP tools like ingest, fetch_contracts, and run_analysis.

MCP Ky2Help

An MCP server that enables interaction with Ky2Help, providing tools to retrieve and manage Ky2Help changes. It leverages the Model Context Protocol to bridge language models with Ky2Help management systems.

physionet-mcp

Enables querying and exploring PhysioNet biomedical datasets via BigQuery, with tools to list accessible datasets, view schemas, inspect tables, and run SQL queries.