Audrey

Secure file operations with configurable access controls

Repository management, file operations, and GitHub API integration

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Enrich any company or domain on demand — registration age (WHOIS), tech stack, hosting, and SSL details — for company research and lead enrichment.

This MCP server enables AI assistants (such as Claude Desktop, Cursor, and Gemini) to get transcripts of YouTube videos on the fly. By adding this server, your AI assistant can read, summarize, translate, and analyze any video content using high-quality youtube to transcript automation.

Continuous improvement platform for software engineering teams. Its remote MCP server exposes team check-ins, improvements, and suggestions so AI assistants can read a team's continuous-improvement context and act on it.

An AST-based Model Context Protocol (MCP) server that provides token-efficient codebase skeletons to LLM agents (like Cursor, Claude Desktop, and Antigravity). Instead of sending full raw source code files to the LLM, this server exposes structural "skeletons" (imports, exports, signatures, and JSDoc comments) of files and directories. This reduces token context sizes by 80% to 95% during codebase exploration and navigation.

ReefAPI is one MCP server that connects your AI to 160+ live web-data APIs — search engines, social media (Reddit, TikTok, Threads, Bluesky), e-commerce (Amazon, eBay, AliExpress, Etsy), real estate (Zillow, Redfin), jobs, travel, news, and finance. It returns clean JSON from sites that block scrapers (captcha / anti-bot / login-walled / JS-heavy), so your assistant can fetch pages it otherwise can't. One API key, one credit pool across every source, free tier, and failed calls are free. Discovery is keyless: search_engines → get_engine_schema → get_action_schema → call_engine.

GoCreative is a keyless, pay-per-call compliance & regulated-data API for AI agents. OFAC crypto-wallet screening, sanctions/PEP/watchlist screening, KYB business verification, entity risk and vendor dossiers, plus SEC EDGAR filings, FRED economics, FDA recalls and federal contract awards — and continuous monitoring (watch a wallet, company or brand and get alerted the moment its status changes). Pay per call in USDC on Base or Solana via x402 — no API key, no signup. Install in Claude Code: claude mcp add --transport http gocreative https://api.gocreativeai.com/mcp

Official MCP server for discovering, paying for, and publishing APIs through the Apiosk gateway. AI agents can browse the API catalog, execute any listing through a uniform contract or API-specific tools, and settle paid calls automatically over USDC (x402 on Base), no manual payment step needed.

AI-native CAD inspection, no CAD license required. CAD MCP Server bundles a WebAssembly Open CASCADE kernel so LLM tools can read, measure, and compare STEP files locally. The server returns measured facts; your AI assistant interprets engineering meaning.

x402-trust gives AI agents a "check before you pay" layer for the x402 ecosystem.

AgentBrush is an MCP server that lets AI coding agents automate image generation inside their workflows: the agent calls and chains the tools (generate, remove-background, save-as-reference) without leaving the editor. Feed it your brand once (colors, fonts, reference images) and every product shot, app icon, OG card, game sprite or mascot lands on-brand and drops straight into your repo. Includes style presets, reference-image consistency, a mask editor for region edits, legible multilingual text, and free local background removal. For Claude Code, Cursor, Windsurf and any MCP client.

Web content fetching and conversion for efficient LLM usage

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MCP server that analyzes legal documents, extracts key clauses, identifies risks, and summarizes contracts. 8 tools for AI agents needing legal document intelligence.

Browser automation and web scraping

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Location services, directions, and place details

The official Control Plane MCP server. Deploy, operate, troubleshoot, and migrate containerized workloads — plus secrets, networking, and stateful storage across AWS, GCP, Azure, OCI, and your own hardware, in natural language.

Otto brings business travel bookings into Claude. Search flights and hotels, compare options, then book your choice. Your preferences filter search results (cabin class, seat, hotel brand, airline), and your loyalty numbers attach to reservations. When plans change, exchange or cancel a flight or hotel. It retrieves trip details on request: flight times, hotel addresses, confirmation numbers.

summarize chat message

MCP server for scored, classified Russian & English news — urgency (0–10), 9-category political lean, topic/country/audience tags and event clusters. Five tools, including a keyless coverage_stats. Free API key, no card.