发现优秀的 MCP 服务器

Modular RAG System

MCP server for a modular RAG system that enables natural language question answering over enterprise documents with intent-aware routing, adaptive retrieval, and citation-backed responses.

jimeng_visual_generation

MCP server for generating images and videos using Volcengine's Jimeng APIs, supporting text-to-image, image-to-image, multi-image fusion, text-to-video, and image-to-video.

gramps-remote-mcp

Enables MCP clients to read and edit a Gramps family tree hosted on Gramps Web, with guarded write operations that tag new records as unconfirmed for review.

DETRAN AM: Multas

Read-only MCP server for querying traffic fines (multas) in Amazonas, Brazil from an official source, with pay-per-use prepaid credits and support for any MCP-over-HTTP client.

Bug Bounty Hunter MCP

Professional security testing server with 50+ integrated tools for web application vulnerability scanning, reconnaissance, fuzzing, and API testing. Enables comprehensive bug bounty hunting workflows including subdomain enumeration, XSS/SQLi detection, and automated security assessments.

Crossmint Checkout MCP Server

Enables AI agents to programmatically purchase physical and virtual goods from platforms like Amazon and Shopify using stablecoins, without the need for virtual debit cards or browser automation.

Climbing Grade Converter MCP Server

Enables LLMs to accurately convert climbing grades across different rating systems using a data-driven approach.

chromium-mcp

MCP server for web fetching and automation using Chromium headless browser. Enables fetching pages as markdown, taking screenshots, automating interactions, and extracting data via CSS selectors.

YouTrack MCP

MCP server for interacting with YouTrack, enabling issue management, project operations, and search via natural language.

prediction-market-intelligence-mcp

Real-time prediction market intelligence for AI agents. Query Polymarket and Kalshi markets, wallet profiles, smart money leaderboards, social pulse signals, price candlesticks, and orderbook data — 13 agents, one MCP connection. Powered by 1.1TB+ of historical data.

AI Weather MCP Server

Combines real-time weather data with LLM-powered reasoning to deliver intelligent weather insights like clothing recommendations and travel advice.

toss-readonly-mcp

A read-only MCP server exposing Toss Securities Open API tools for Korean and US stock quotes, symbol search, order books, candles, exchange rates, market calendars, rankings, and market indicators. It does not implement account access or order placement, ensuring no side effects.

MCP TypeScript Template

A TypeScript template for building remote Model Context Protocol (MCP) servers with modern tooling including Vite, Express, ESLint, Prettier, and Docker support. Includes an example echo tool to demonstrate MCP tool implementation patterns.

Little Mouse Pointer

Enables AI agents to select Windows desktop UI elements, windows, or screen regions via mouse hover, then obtain context through UI Automation, screenshots, and local OCR for MCP-compatible clients.

TrendRadar

A lightweight hotspot news assistant that aggregates trending information from multiple platforms for AI-powered monitoring and analysis. It supports the Model Context Protocol to provide intelligent news filtering and summarized insights through integrated AI clients.

OpenSafari

An MCP server for headless mobile QA automation that controls real Safari, Flutter, and native iOS apps on Xcode Simulators via WebKit Remote Debugging Protocol, enabling parallel multi-device testing and persistent login sessions.

Project Info MCP

Serves a single resource (project_info.md) as text/markdown over MCP HTTP transport, for use by MCP-aware clients like Claude Desktop.

claude-bridge-mcp

An MCP server that exposes your local Claude Code CLI over HTTP+SSE, enabling any MCP-compatible client to use your Claude Code MAX/PRO subscription remotely.

jira-mcp-server

Enables interaction with self-hosted Jira instances via Personal Access Token, supporting issue management and project operations through natural language.

SQL Server MCP

An MCP server that connects AI assistants to Microsoft SQL Server databases, enabling schema exploration and read-only queries safely.

SuperMemory MCP

SuperMemory is an MCP-first learning memory layer for agents. It helps Claude, Cursor, and other MCP clients reuse validated lessons from prior failures, corrections, and outcomes without saving full transcripts.

Agent Monitor Relay MCP

Paid remote MCP server for monitoring AI agent runs, detecting failures, replaying tool-call incidents, issuing SLA receipts, and exporting client status.

doc4d

Provides semantic search over 4D documentation, retrieving relevant passages with URLs based on natural-language queries.

SigRank MCP server

Exposes the SigRank leaderboard as tools for agents, enabling token-only rank and submit operations with local privacy-first tokenpull reading.

opendatasoft-universal

Enables querying and summarizing public datasets from any OpenDataSoft Explore v2.1 portal.

Slov-Lex MCP Server

Enables AI assistants to access and search Slovak legal regulations from Slov-Lex.sk, including retrieving full law texts, paragraphs, and recent legislative updates.

Z-Image Studio

A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transport protocols.

MCP File System Server

A simple Model Context Protocol server that enables AI assistants to interact with local file systems, allowing them to read, write, update, and delete files within a specified project directory.

CRM Employee Management MCP Server

Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.

safe-workspace-mcp

A minimal, security-focused MCP server that provides structured read/write access to exactly one local workspace, with built-in local Git checkpoints and rollback.