发现优秀的 MCP 服务器

signer-mcp

Keyless CEX/DEX order signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyperliquid, Asterdex). Exchange keys stay inside an AWS Nitro Enclave — the agent gets policy-bounded signatures, never credentials. Built to survive prompt injection and supply-chain key leaks.

libsrc

Resolves project dependencies and provides local source code paths for AI agent inspection by auto-detecting the build system, resolving dependencies, cloning source repos, and checking out correct versions as git worktrees.

SQL MCP Server for Claude Desktop

一个自然语言界面，允许 Claude 在您的本地 MySQL 数据库上执行 SQL 查询，从而实现使用自然语言进行数据库交互。

Weather MCP Tool

为 Claude Desktop 提供来自 OpenWeatherMap API 的实时天气数据、预报和历史天气信息，从而能够使用自然语言查询全球范围内的当前天气状况、预报、空气质量和天气警报。

VSCode MCP Python Server

A production-ready MCP server that enables Claude to interact with local codebases through file operations, code analysis, and VSCode integration tools. It optimizes performance using LRU caching and asynchronous execution while maintaining local data privacy.

lens

Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.

App Store Connect MCP Server

Exposes the full App Store Connect API (1,263 operations) to AI agents via four token-efficient MCP tools, enabling app metadata, TestFlight, subscriptions, and reporting management through natural language.

@staticpayload/gemini-mcp

Bridges Google's Gemini CLI to MCP-compatible AI assistants, enabling prompt execution, model listing, and raw CLI commands.

simple-vision-mcp

A lightweight MCP server for image analysis using any OpenAI-compatible API endpoint, enabling AI agents to analyze images via a single tool.

Sentinel MCP Server

Sentinel is an enterprise-grade security server that integrates tools like Semgrep, Trivy, and Gitleaks via Docker to perform automated vulnerability scanning and compliance checks. It enables users to conduct static analysis, secret detection, and AI-powered threat modeling directly through Model Context Protocol-compatible IDEs.

Odoo Index MCP

Enables AI agents to search and retrieve details about Odoo code elements (models, fields, views, etc.) with exact file locations using MCP tools.

AkShare MCP Server

Enables querying Chinese A-share and index financial data, including real-time quotes, historical bars, and index snapshots, with built-in fallback for unstable endpoints.

MCP Wayback Machine Server

Enables interaction with the Internet Archive's Wayback Machine to save web pages, retrieve archived versions, search historical snapshots, and check archive statistics without requiring API keys.

che-word-mcp

Swift-native MCP server for Word (.docx) document manipulation. 148 tools for creating, reading, editing, formatting, and exporting Word documents with full OOXML support.

overleaf-paper-mcp

MCP server for managing academic LaTeX projects in Overleaf: create projects, transfer files, compile documents, inspect compiler output, and download PDFs.

MailInApp for Claude Desktop

Enables Claude Desktop to interact with MailInApp projects, campaigns, and contacts. Allows designing and reading interactive email results with explicit confirmation for sending real campaigns.

gemini-image-studio-mcp

MCP server for AI image generation and editing using Google Gemini, supporting structured JSON editing for precise, repeatable control over web assets, ad creatives, and brand visuals.

mcp-on-edge1111

MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server for intelligent chat applications with tool capabilities like generating webpages.

Tribal - Knowledge Service

镜子 (jìng zi)

renef-mcp

MCP server for Renef, providing dynamic instrumentation and reverse engineering capabilities for Android ARM64, including native hooking, Java interception, and memory manipulation.

Unified Agent Context System

A highly configurable MCP server with modular architecture supporting portfolio management and test tools over HTTP or stdio transport.

Sleeper Fantasy MCP

Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.

Enhanced Home Assistant MCP

Enables comprehensive control and monitoring of Home Assistant smart home devices, automations, scenes, and system management through AI assistants. Supports lights, climate, media players, notifications, history tracking, and advanced automation workflows.

Screener MCP Server

MCP server for Indian stock market data — search companies, analyze fundamentals, compare stocks, browse sectors and screens.

SuperCMO Skills

Open-source skills that empower any AI agent (Claude, Cursor, Codex, Hermes, etc.) to generate end-to-end marketing campaigns — UGC videos, ad videos, product photography and more. From a product photo and a brief it casts AI actors, picks the best models, and edits finished assets of any length with consistent actor and product. It also researches competitors, publishes, and reviews performance.

cogvideox-drama-mcp

An MCP server that turns drama scripts into storyboard shots and generates videos for each shot using Zhipu CogVideoX, returning timed download URLs. It can be integrated with MCP-compatible agents like LangChain, Dify, Cline, and Cherry Studio.

Web Inspector MCP

Enables AI assistants to inspect, debug, and test web pages using Playwright. Provides comprehensive DOM inspection, visibility debugging, layout validation, and element finding capabilities in real browser environments.

Funding & Press Signal Scanner MCP Server

Scans public news and press for a company's funding rounds, executive moves, product launches, acquisitions, partnerships, and IPOs, returning deduplicated events in flat JSON.

nexus-mcp

MCP server that lets AI models invoke CLI agents (Gemini, Codex, Claude, OpenCode) as tools — with parallel execution, retries, and structured output parsing.

io.github.rcsb/rcsb-mcp

Enables discovery, inspection, and cross-referencing of Protein Data Bank structures through three RCSB APIs: search, data, and sequence coordinates.