发现优秀的 MCP 服务器

vturb-mcp

MCP server for the vTurb Analytics API that exposes 15 tools to query real-time and historical video analytics directly from Claude, with built-in rate limiting and smart player detection.

Next.js Docs MCP

Provides AI agents with access to a comprehensive database of 200+ Next.js documentation URLs for intelligent document selection and retrieval. Enables Claude and other AI assistants to analyze user queries and recommend the most relevant Next.js documentation pages.

Kepler MCP GitLab Server

Production-ready MCP server providing GitLab integration with OAuth authentication, enabling AI assistants to manage projects, issues, merge requests, branches, files, and commits across GitLab instances.

Slima MCP

Connects Slima books to any MCP-compatible AI tool, enabling book management, file operations, and AI beta reader feedback via natural language.

PolyNeural.ai Knowledge Graph MCP Bundle

Provides AI agents with persistent memory and knowledge management through a comprehensive knowledge graph platform. Enables storing, searching, and managing entities, relationships, and observations with advanced features like trending analysis and smart ranking.

Zoho CRM MCP Server

Exposes Zoho CRM v6 REST API as structured tools for LLM agents via MCP, enabling CRUD operations, search, COQL queries, and more.

Luno MCP Server

A Model Context Protocol server that provides a standardized interface for AI models and applications to interact with the Luno cryptocurrency exchange API for trading operations.

local-rag-core

A headless local knowledge library and RAG substrate that enables LLM clients to search, retrieve chunks, and list documentation packs through read-only MCP tools.

XcodeBuild Mini MCP Server

Provides Xcode build, test, and package management operations through the Model Context Protocol.

kiro-total-recall

Enables semantic search across all Kiro conversations (CLI and IDE), allowing the AI to recall past discussions, decisions, and user preferences.

security-framework-mcp

Unified MCP server integrating NIST and OWASP security frameworks with live vulnerability data, enabling security searches, compliance mapping, threat modeling, and checklist generation.

Link MCP

Enables intelligent web document scraping and conversation memory management for Cursor IDE. Supports multi-level link crawling, automatic content extraction, and organized storage of conversations and technical documentation.

Verificate MCP

Verificate combines 17 applications each designed to address a separate issue with AI Coding supported with a Frontier AI Model. This allows you to Vibe Code with confidence and even dropped down to a more basic model with a better outcome.

LiveBrain MCP

Enables AI agents to control Ableton Live 12 for music production, including generating grooves, basslines, and percussion, and executing live set operations through MCP.

user-review-mcp

Simulates harsh, fake user reviews to psychologically condition AI agents for enforcing disciplined development practices, with optional Ollama integration for dynamic criticism.

glm-vision-mcp

A drop-in MCP vision server for Zhipu GLM Coding Plan, offering 8 vision tools powered by glm-5v-turbo with smart retry and caching.

mimo-web-search

Wraps Xiaomi MiMo's web_search API into an MCP tool for Claude Code, enabling real-time web searches with location awareness, automatic retry, and timeout control.

LungMAP MCP Server

MCP server for accessing the LungMAP API, enabling AI assistants to discover and analyze lung research data such as datasets, samples, and analysis results.

Nutrition MCP

A remote MCP server for personal nutrition tracking that enables logging meals, tracking macros, and reviewing nutrition history through conversation.

TopYappers MCP Server

Gives AI agents access to the TopYappers API for discovering viral content, trending songs, influencers, and outreach agent email history.

Open Policy Agent (OPA) REST API MCP Server

An MCP Server that enables natural language interaction with the Open Policy Agent REST API, allowing users to manage policies, decisions, and data through conversational interfaces.

air-mcp-server

MCP server for booking and date-utility tools, deployed on AWS Lambda, supporting DynamoDB storage and optional WhatsApp notifications.

pond

Lossless archive and search for AI agent sessions (Claude Code, Codex, opencode, pi and others), exposed to agents over MCP. Local-first, written in Rust.

bedrock-image-mcp-server

MCP server for generating and editing images using Amazon Nova Canvas, Stable Diffusion 3.5 Large, and Stability AI services through Amazon Bedrock.

stm32cubemx-mcp

An MCP server that enables AI agents to inspect, plan, validate, and apply STM32CubeMX .ioc configuration changes, and generate STM32CubeIDE projects, ensuring safe and testable embedded-system workflows.

gpt-image-2-mcp

Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server for tools like generate_image, edit_image, and iterative edit sessions.

MCP Atlassian

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). Supports both Cloud and Server/Data Center deployments.

Foundation MCP

Atom-first long-term memory server for MCP clients with durable knowledge storage, hybrid search, typed relations, and context packing for AI prompts.

mcp-qr

Generates QR code PNG images from text or URLs with customizable options like size, color, and error correction level.