发现优秀的 MCP 服务器

claudecode-mcp

Local MCP server that wraps the headless Claude Code CLI as MCP tools, providing stateless access to Claude's coding capabilities through prompt-based interactions. It enables users to execute Claude Code commands with various prompt formats and structured outputs directly from MCP clients.

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.

Banxico MCP Server

Enables access to Bank of Mexico (Banxico) economic data including real-time and historical USD/MXN exchange rates, inflation data, interest rates, and other financial indicators. Supports querying current rates, historical data with date ranges, and economic metadata through natural language.

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.

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.

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.

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.

CodeAgent MCP

Self-hosted MCP server that gives AI assistants a real Linux development environment: file editing, shell commands, tmux terminals, and browser screenshots, with bounded access through a project registry and write gates.

Oracle HCM Cloud MCP Server by CData

Oracle HCM Cloud MCP Server by CData

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.

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。

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.

newrelic-mcp-server

Provides New Relic observability tools for AI assistants, enabling discovery, data access, alerting, incident response, and performance analytics via natural language queries.

Agent Progress Tracker MCP Server

Enables AI agents to track, search, and retrieve their progress across projects with persistent memory using SQLite storage and LLM-powered summarization. Supports logging completed work, searching previous entries, and retrieving context for multi-step or multi-agent workflows.

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.

MCP Router

Automatically selects the optimal LLM model for each task in Cursor IDE by analyzing query complexity, task type, and applying customizable routing strategies across 17 different AI 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.

StrudelMCP

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

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.

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.

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。

Assert

Run real Playwright E2E tests from your AI coding agent.

mcp-local-redes

Local MCP server that exposes fleet telemetry queries as tools for language models, enabling natural language questions about vehicle positions, trips, and alerts. Runs on the operator's machine and returns aggregated results from a SQLite database.

mcp-telegram-bot

Enables sending messages, asking questions, and sending files through a Telegram bot.

Sourcify Context Server

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

WhoisXML API MCP Server

The official WhoisXML API MCP server providing 32 first-party tools for WHOIS, DNS, IP geolocation, threat intelligence, typosquatting, email verification, and native bulk lookups.

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.