发现优秀的 MCP 服务器

Memvid MCP Server

Enables AI agents to use persistent, file-based memory through Memvid, supporting project-based memory management, content storage, and semantic search with optional natural language querying.

research-mcp

MCP server exposing ATLAS research capabilities: live tokenized stock market data, on-chain source-of-truth reads, and published research atlases. Connects to MCP clients over stdio with no API keys required for public testnet endpoints.

SAST MCP Server

Enables AI agents to scan code for security vulnerabilities using multiple static analysis tools, with support for filtering, deduplication, and CI/CD integration.

Rijksmuseum MCP Server

允许您搜索艺术品、检索有关特定艺术品的详细信息、访问艺术品的图像图块，以及探索来自荷兰国家博物馆的用户创建的藏品。

claude-workman

Enables MCP clients to control a Linux/X11 desktop like a human: see the screen, move the mouse, click UI elements via the accessibility tree, type text, and manage windows.

ga-mcp-full

Provides full Google Analytics 4 management and reporting capabilities via MCP, including property management, custom dimensions, audiences, events, data streams, and real-time reporting.

peer-cli-mcp

MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another agent, enabling bounded tasks like code review, verification, and bug hunting.

Medium MCP API Server

用于 Medium API 的微服务通信协议 (MCP) 服务器，用于发布内容和管理用户帐户。 Or, a slightly more formal translation: 用于 Medium API 的微服务通信协议 (MCP) 服务器，旨在发布内容和管理用户账户。

TAPD

sfs

Strut Stack SQL

A token-efficient MCP server for MySQL, PostgreSQL, and SQLite, providing tools to query databases, execute SQL, and analyze query performance.

MCP Secure Installer

Automatically installs and containerizes MCP servers from GitHub repositories using MCP sampling to analyze repositories and create appropriate Docker images.

boardgames

Enables users to search and retrieve board game data via the Board Game Atlas API, including game details, ratings, and availability.

agentic-financial-advisor

Exposes portfolio allocation, concentration risk, retirement projections, RAG document search, and a full multi-agent financial advisor query as MCP tools for use from Claude Code.

ClawCall MCP Server

Enables AI agents to make real outbound phone calls to US/Canada numbers, handle conversations, and return transcripts and recordings via the Model Context Protocol.

@qianexchange/mcp

Launches tokens, trades, and reads market data on Robinhood Chain, Base, and Ethereum through the Qian DEX. Non-custodial and supports multiple chains.

MCP Tool Factory

A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

Xray MCP Server

Enables AI assistants to interact with Xray Test Management for both Cloud and Server deployments. Supports test execution, importing results from multiple formats (JUnit, Cucumber, Robot Framework, TestNG), and managing test plans and executions.

Jacksun911

MCP server for MegaLaunch — AI-powered meme token launch service on Solana/pump.fun. Launch tokens with AI art, bundled buys, and Jito speed.

youtube-personal-feed

MCP server that connects to your personal YouTube account and exposes your subscription feed, letting you list subscribed channels, recent uploads, and get YouTube watch links for handoff to other MCPs.

bybit-trading

MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance, KuCoin, etc.) with real-time price data, comparison, and natural language query support. Integrates with AI assistants via the Model Context Protocol.

job-search-mcp

Enables AI assistants to evaluate job postings under a UK visa constraint, including sponsor-licence checks with confidence grades, screening for seniority and hard requirements, and role searches that exclude recruitment agencies. It also tracks application history to help avoid duplicate applications.

mcp-fal

An MCP server that exposes Fal.ai generative media models as tools for image and video generation, and running any Fal.ai model, callable by Claude and other MCP-compatible clients.

bleurs

MCP server for Python API verification and projection, enabling AI coding agents to detect non-existent APIs and retrieve exact API surfaces before writing code.

cubox-mcp

Enables interaction with Cubox through its CLI, allowing agents to manage bookmarks, highlights, and annotations via a single pass-through tool.

MyRSU MCP

Enables AI assistants to analyze single-company concentration risk for tech workers with RSU compensation, providing risk scores, wealth-at-risk, and action items.

mcp-google-forms

An MCP server for the Google Forms API that enables creating and editing forms, publishing them, reading responses, and setting up push notifications from AI clients using natural language.

Google Flow Online MCP Server

Enables generating images, videos, characters, and scenes through Google Flow. Supports SSE and Vercel deployment for integration with Gemini Spark and other IDEs.

RelayPlane

Enables efficient AI workflow orchestration by chaining multi-step LLM operations while keeping intermediate results out of the context window, reducing token usage by 90%+ and supporting multiple AI providers.

test

测试 (cè shì)

JSR-MCP Server

一个模型上下文协议 (MCP) 服务器，提供对 JSR (JavaScript Registry) 模块文档的访问。