发现优秀的 MCP 服务器

MCP Security Lab

Enables hands-on exploration of common MCP security vulnerabilities through locally runnable vulnerable and fixed servers with accompanying exploits and a dashboard.

Jenkins MCP Server

Enables Jenkins CI/CD integration with job management, pipeline monitoring, artifact handling, and batch operations via MCP.

AudacityMCP

Enables AI assistants to control Audacity for real-time local audio editing, mastering, and transcription through over 90 specialized tools. It allows users to perform complex audio processing tasks like noise reduction and podcast cleanup using natural language commands.

@trigvale/mcp

Validates startup ideas with a deterministic scorecard, evidence brief, and verdict before code is written, integrating with MCP-aware build agents to avoid building dead-on-arrival products.

google-docs-mcp

MCP server for Google Docs integration with comprehensive document operations support, batch processing, and efficient content management.

NetSuite SuperMCP

Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicated integration identity, supporting read, write, and action tools with risk policies and audit logging.

wazap-mcp

An MCP server that lets AI agents access and manage a WhatsApp account, offering 22 tools for chats, messages, media, contacts, groups, and more, with pairing-code login and optional read-only or HTTP modes.

Datadog MCP Server

Enables AI assistants to interact with Datadog's observability platform via natural language, covering metrics, logs, APM, monitors, dashboards, incidents, and infrastructure.

local-rag-mcp

A privacy-preserving local RAG system integrated with MCP, enabling natural language queries over ingested documents and a SQLite database through vector search and local database tools.

Solana DeFi Analytics MCP Server

Provides comprehensive analytics and insights for Solana wallets and their DeFi activities, including transaction tracking, DeFi position monitoring, risk profiling, and strategy recommendations.

claude-spend

Provides tools for Claude to query local Claude Code token usage and cost data, enabling spend analysis and insights through natural language.

ddg-search

Provides DuckDuckGo web search through MCP with automatic failover across multiple backends, enabling reliable query results even when individual backends are rate-limited or blocked.

sinhala-mcp

Translates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.

giskard-search

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.

omnifocus-sync-mcp

A headless MCP server that reads and writes OmniFocus data by directly communicating with the Omni Sync Server via WebDAV, enabling task management without a local OmniFocus app.

Xledger MCP Server

Provides read-only access to Xledger accounting data via GraphQL API for querying invoices, balances, projects, timesheets, and more.

mcp-server-milvus

Provides MCP tools to interact with Milvus vector database, enabling vector search, text search, hybrid search, and collection management.

vocce

Transcribe local audio/video to text + SRT/VTT with hosted Whisper large-v3, plus summaries, study notes, flashcards, document Q&A, and PDF compression. No API key required — runs via npx -y vocce-transcribe-mcp.

Access and SQLite MCP Server

Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

hospitalverse-mcp

Enables management of hospital operations through MCP tools for bed allocation, staff assignment, equipment tracking, and event simulation, with conflict resolution and live audit trail.

Gemini Agent MCP Server

Provides a Model Context Protocol interface to the Gemini CLI, enabling AI agents to call the Gemini model and interact with development tools like code linting, GitHub operations, and documentation generation. Includes security measures to prevent unauthorized file access through path validation.

graphrag-local

Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for private, offline document retrieval. Provides tools to search, add documents, and check the RAG status, enabling Claude to reason over user's own notes, code, and papers without cloud dependencies.

MCP Demo Server

A demonstration server based on Model Context Protocol (MCP) that showcases how to build custom tools for AI assistants, providing mathematical calculation and multilingual greeting capabilities.

Ethereum RPC MPC Server

An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC calls, enabling natural language queries for block numbers, balances, transactions, and smart contract data.

worklab-tools

MCP server for personal knowledge management providing AI-powered tools for semantic search, audio transcription, image generation, and PPT creation.

vivado-mcp

A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivado EDA for FPGA development, including session management, Tcl execution, smart diagnostics, and IP debugging.

MCP-WHATSAPP-EVO

Exposes the full WhatsApp API via Evolution API, enabling message sending, chat history, group management, and more through MCP tools.

Proofite MCP Server

Enables AI assistants to read a user's personal AI-written news briefing and adjust its sources, topics, and settings through natural language, including tuning topic preferences, requesting deep dives, and managing subscriptions.

Chuk Design System

Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

knowledge-wiki-mcp

MCP server for co-building and managing atomic learning notes in an Obsidian vault, with note retrieval, template reading, MOC listing, and note writing tools.