发现优秀的 MCP 服务器

PDFtotext MCP Server

A reliable server for extracting text from PDF documents using the poppler-utils' pdftotext utility, compatible with any Model Context Protocol client.

excel-mcp

An MCP server for safe .xlsx inspection and controlled workbook writes, enabling spreadsheet reads, search, filtering, aggregation, and preview-based writes with workspace confinement and audit logging.

ANNO MCP Server

MCP server for searching and accessing historical Austrian newspapers from ANNO, providing full-text search, snippet extraction, and OCR text download.

arm64-mcpelauncher-server

适用于 aarch64 设备（如树莓派）的 Minecraft 基岩版 BDS 风格服务器

Vertica MCP Server

Enables AI assistants to query and explore Vertica databases through natural language with readonly protection by default. Supports SQL execution, schema discovery, large dataset streaming, and Vertica-specific optimizations like projection awareness.

Claude FileMaker MCP Server

An MCP server that connects Claude to FileMaker databases via the Data API, enabling natural language queries, record management, layout exploration, and script execution.

engine

Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP server, allowing Claude to call system info, calculator, or scribe transcriber directly.

@audiolabtools/mcp-server

Enables AI to analyze audio files for loudness, voice quality, and more via the AudioLab API, supporting both public URLs and local files.

Prompt Cleaner MCP Server

Enables cleaning and sanitizing prompts through an LLM-powered tool that removes sensitive information, provides structured feedback with notes and risks, and normalizes prompt formatting. Supports configurable local or remote OpenAI-compatible APIs with automatic secret redaction.

NIX MCP Server

Enables AI-powered blockchain data queries and analysis through the Native Indexer (NIX) system. Supports querying blocks, transactions, account information, and network status across various blockchain networks.

smart-context-mcp

MCP server that reduces AI agent token usage by up to 90% through intelligent context compression. Enables efficient code exploration, multi-file refactoring, and debugging by providing tools for smart reading, searching, and managing code context.

StrudelMCP

Educational MCP server that teaches AI agents to compose music using Strudel syntax through structured lessons, curated examples, and guided composition.

Lotus MCP

Enables creation of reusable browser automation skills through demonstration by recording user actions in a browser while narrating, then converting those workflows into executable skills that can be invoked through natural language.

Oracle HCM Cloud MCP Server by CData

Oracle HCM Cloud MCP Server by CData

vocotype

VocoType 是一款运行在本地端侧的隐私安全语音输入工具，通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自定义替换词典、录音视频转文字等功能，让语音输入更高效、更安全。

Assert

Run real Playwright E2E tests from your AI coding agent.

Sourcify Context Server

A simple notes MCP server that enables creating, listing, and summarizing text notes via resources, tools, and prompts.

Freshdesk MCP Server

Enables interaction with Freshdesk API v2 to manage support tickets, contacts, agents, companies, and conversations with built-in authentication, rate limiting, and error handling.

trafikkmeldinger-mcp

Enables querying Norwegian traffic messages (roadworks, closures, detours) from Statens vegvesen, filtered by route and time window. Supports both current and future travel times, with tools for route-based and general searches.

mcp-crontab

Provides tools to parse and describe cron expressions in plain English, and compute future run times.

Local FAISS MCP Server

Provides local vector database functionality using FAISS for document ingestion, semantic search, and Retrieval-Augmented Generation (RAG) applications with persistent storage and customizable embedding models.

PubMed MCP Server

Provides structured PubMed literature data for LLM agents, supporting search, caching, and open-access full-text downloads via the MCP protocol.

Enterprise HR MCP Server

Exposes tools for employee information, leave balance, support tickets, and product inventory, with AI agent integration and A2A communication for escalation.

Swagger to MCP

Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

Figma MCP Server

实验性生成式人工智能 MCP 服务器，用于生成 Figma Tokens

mcp-gladia

Enables LLMs to transcribe, analyze, and translate audio/video content through Gladia's API.

@pipeworx/congressional-documents

Full-text search and retrieval over official congressional documents (hearings, committee reports, Congressional Record) with citations and govinfo.gov links, designed for grounding AI answers in the official record.

codex-in-claude

Call OpenAI Codex from Claude Code for independent second opinions, structured code review, and delegated coding tasks through a FastMCP plugin that drives the codex CLI safely.

figma-bridge

基于MCP协议的工具，用于从Figma获取设计节点数据并转换为结构化DSL，辅助生成Vue 3 / React / HTML组件代码。