发现优秀的 MCP 服务器

Weaviate MCP Server

A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup. - kirill-markin/example-mcp-server

Chrome DevTools for agents (chrome-devtools-mcp)

Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

ie-mcp

Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applications, supporting tasks like clicking, filling forms, and data extraction via Selenium.

Data Intelligence MCP Server

Provides secure integration between MCP clients and IBM Data Intelligence services, enabling AI assistants to interact with IBM's data intelligence capabilities for data management and analytics operations.

AgentCortex MCP

An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.

Tldraw MCP Server

This project integrates tldraw with Claude AI using the Model Context Protocol (MCP). It allows Claude to create and manipulate diagrams based on natural language instructions.

targetprocess-mcp

MCP server for integrating TargetProcess with Claude Code, enabling natural language queries for projects, user stories, bugs, features, and sprints.

zoekt-mcp

Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, indexed regex/symbol-aware code search over repositories.

Cocktail By Api Ninjas

Enables searching for cocktail recipes by name or ingredients using the API Ninjas Cocktail API, supporting partial matches and ingredient-based filtering.

GIMP-MCP: Integrating GIMP with AI through Model Context Protocol

GIMP MCP 服务器 (GIMP MCP fúwùqì)

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

WinLog-mcp

Provides programmatic access to ingest and query Windows event logs (especially Sysmon logs), enabling security monitoring, incident response, and log analysis automation.

Gemini Image MCP

Enables image generation and multi-turn editing sessions using the Gemini API within MCP-compatible environments. Users can create, modify, and configure images through natural language commands, supporting features like aspect ratio adjustments and session-based image transformations.

guerrilla-franchising-mcp-server

Franchise evaluation tools built from 81+ closed deals. Validate FDD investment ranges, identify red flags, assess readiness, and connect with a free franchise consultant. E-2 visa guide in English and Spanish.

vyos-mcp

MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assistants to read config, set interfaces, firewall rules, VPNs, and more.

elevenlabs-mcp

Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcription, and sound generation.

mcp-server-excel

Control Excel with Natural Language through AI assistants like GitHub Copilot, Claude, and ChatGPT. This MCP server enables AI-powered Excel automation for Power Query, DAX measures, VBA macros, PivotTables, and more.

Pyth Network MCP Server

Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, enabling AI agents to fetch current prices, historical data, and TWAP calculations for crypto, equity, FX, metal, and rates markets.

dolphindb-mcp-server

海豚数据库-MCP服务器 (Hǎitún shùjùkù-MCP fúwùqì)

Replicate MCP Server

Enables AI image generation and editing using Replicate's official models like Flux, SDXL, and Seedream, with tools to search models and generate images.

Azure Omni-Tool MCP Server

Enables intelligent interaction with Azure resources through natural language by translating requests into safe, auditable Azure CLI commands with plan/review workflows and direct access to 8 Azure services including Storage, Cosmos DB, Key Vault, and more.

mem0-mcp

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

kontra-mcp

Enables users to stress-test decisions and plans with structured contrarian analysis, surfacing blind spots, hidden assumptions, and failure scenarios through multiple modes such as counter, probe, redteam, and premortem.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

Douyin MCP Server

Enables downloading watermark-free videos from Douyin (TikTok China) share links, extracting audio, and converting speech to text using AI voice recognition APIs.

Simple Memory MCP

Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.

aadc-audit-mcp

A local MCP server that audits software projects against the UK ICO Age Appropriate Design Code (Children's Code) entirely on the user's machine.

Clearspar Part 135 MCP

An MCP server that turns Claude into a US Part 135 market analyst over live FAA operator data, computing concentration ratios, HHI, fleet distributions, and rankings.

mem0-agent-memory

An MCP server that provides persistent memory capabilities for AI agents using Mem0, enabling storage, search, and management of contextual information across conversations with support for multiple backends and LLM providers.