发现优秀的 MCP 服务器

YuniKorn MCP Server

A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn Scheduler, allowing AI agents to observe and reason about Kubernetes batch workload resource management, queue hierarchies, and application states.

universal-memory-mcp

Persistent memory MCP server for AI agents, using SQLite with hybrid keyword and semantic search for long-term memory storage.

Swemo MCP

An MCP server that provides tools for querying Swedish monetary-policy data from Sveriges Riksbank, including GDP, unemployment, CPI, and policy rates, enabling LLMs and clients to fetch economic indicators and forecasts.

Slack Notify MCP

MCP server for posting messages to Slack channels via webhooks or bot API. Supports configurable usernames, emojis, and both webhook and bot token authentication modes.

Personal Toolkit MCP Server

A local MCP server providing text utilities, math functions, and a persistent todo list, enabling task automation via natural language in Claude Desktop.

io.github.praveensehgal/remarkable

MCP server that connects AI assistants to your reMarkable tablet, enabling reading, searching, and traversing handwritten and typed notes via OCR.

Tailscale Model Context Protocol (MCP) Server

用于在 Tailscale CLI 上进行安全只读操作的 MCP 服务器

Sync MCP Server

Enables AI agents to create lipsync videos, manage assets, and check generation status via the Sync API.

fbdl-mcp

MCP server for Meta's FBDL (Facebook Developer Language). Lets AI agents generate, validate, and explore FBDL scripts used in Meta's bug bounty program (MMBRC).

MCP-DOCKER-Atlassian

使用 Docker 运行 MCP 服务器并连接到 Atlassian。 (Shǐyòng Docker yùnxíng MCP fúwùqì bìng liánjiē dào Atlassian.) This translates to: "Run an MCP server using Docker and connect to Atlassian."

machine-root-mcp

A self-hosted MCP server that gives AI coding assistants direct shell access to your local machine, enabling execution of arbitrary bash commands for development workflows.

MCP Local Codebase Search

An MCP server that indexes local Python projects into a SQLite database to enable efficient symbol searching and dependency tracking. It allows users to find function or class definitions, trace module imports, and read file contents through natural language interfaces.

brahe-mcp

Exposes the astrodynamics capabilities of the Brahe library enabling language models to perform space situational awareness and astrodynamics calculations.

Twenty CRM MCP

Enables MCP clients to read, search, create, update, and manage records in Twenty CRM with a safe, composable 14-tool interface and guarded destructive operations.

Voice Analyser MCP Server

Analyses your published writing from a sitemap, extracts a corpus, and generates a Claude Skill so Claude writes in your voice.

Godot MCP server

A Model Context Protocol server that provides AI assistants with tools to interact with Godot projects, enabling starting, stopping, capturing output, and screenshots.

Supabase MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使 Claude 和其他大型语言模型（LLMs）能够通过自然语言在 Supabase 中执行数据库操作和调用边缘函数（Edge Functions）。

voice-mcp-server

Enables AI agents to speak and listen in real-time with interruption handling, using local ML models and hot-swappable adapters.

Lara Marketing Connector

A remote MCP server that provides a complete digital-marketing employee with 45 marketing skills, orchestration logic, persona, and per-client context for any MCP host.

AgentMode

An all-in-one Model Context Protocol (MCP) server that connects your coding AI to numerous databases, data warehouses, data pipelines, and cloud services, streamlining development workflow through seamless integrations.

mdify

Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when read by Claude Code, reducing token usage by up to 98%.

swagger-mcp

Enables natural language exploration of OpenAPI/Swagger specs, allowing users to register APIs, browse endpoints, describe schemas, and detect breaking changes through conversational queries.

element-plus-mcp

元素毛绒 MCP 服务器 (Yuánsù máoróng MCP fúwùqì)

Coolify MCP Server

Enables control and management of Coolify self-hosted PaaS instances, allowing you to deploy applications, manage databases, monitor servers, and execute operations directly from AI assistants.

signaldaemon-mcp

Narrative & signal intelligence for AI agents: crypto/AI/macro convergence & divergence.

Triplus MCP Server

Comprehensive MCP server for travel information, offering real-time exchange rates, flight search, airport congestion, timezone data, embassy details, and travel alerts.

Complete Google Ads API v21 MCP Server

Provides full Google Ads API v21 access with 40+ tools for creating, optimizing, and managing campaigns, ad groups, keywords, extensions, and bidding strategies through natural language commands.

TezosX MCP

Provides Tezos wallet management and blockchain interaction tools for AI agents, including support for the x402 payment protocol. It enables tasks like sending XTZ, checking balances, and managing automated payments for services like NFT minting.

whatsapp-claude-code

Enables bidirectional communication with Claude via WhatsApp, allowing commands, file sharing, and persistent context without needing Claude Code open.

logicstamp-mcp

MCP server that provides AI assistants with structured access to codebases via LogicStamp Context, enabling component analysis, dependency graphs, drift detection, and token-optimized context delivery.