Naturalmelo MCP

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

An MCP (Model Context Protocol) server that gives AI agents paid access to Solana DeFi risk intelligence — rug/honeypot scans, deep liquidity-pool analysis, and a wash-trade-filtered "real best pools" ranking. Each paid call settles an x402 micropayment in USDC (on Solana or Base) automatically, using a wallet you configure. A call is charged only on success — malformed input is rejected for free. It talks to the hosted Solana DeFi Intelligence API (https://soldefi.thomenz.me by default). This package is a thin payment-client bridge; the intelligence runs server-side.

Web data toolkit: scrape_url (clean Markdown, optional real-browser JS rendering), crawl (multi-page BFS), extract (tables/links/headings/CSS selectors as JSON), site_map (sitemap discovery). China-hosted.

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.

Excel analytics over MCP: excel_inspect (structure), excel_query (filter/group/aggregate, returns data rows as JSON), excel_to_chart (render charts), excel_write (JSON to .xlsx workbook).

Generate documents from Markdown over MCP: md_to_pdf, md_to_docx, md_to_pptx. Output files land in your cloud relay with 15-minute download URLs.

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

高德地图官方 MCP Server

Retrieving and analyzing issues from Sentry.io

Feed your design taste to your AI. Clip sections of sites you love into named taste profiles with the SlopScrub browser extension, then any MCP client (Claude, Cursor, Codex, Cline, Windsurf) reads them on demand and builds against your taste instead of the generic AI default. Hosted server, no install - connect with a free token.

Parse PDF / Word / PPT / HTML into clean Markdown: doc_parse (page ranges), doc_tables (tables as JSON), doc_images (extract embedded images), doc_chunk (heading-based RAG chunks).

Official MCP server for the Site-Shot website screenshot API. Tools: capture_screenshot, capture_full_page. Real Chromium rendering, full-page capture up to 20,000 px, country proxies, and automatic ad & cookie-banner removal enabled by default — cleaner images, fewer vision tokens. Install: npx -y site-shot-mcp (requires SITESHOT_API_KEY). Test output first with the free, no-signup browser tool at site-shot.com.

Hosted email for AI agents over MCP. Create inboxes on the fly, then send, receive, and reply to real email with scoped API keys. Remote streamable HTTP server at https://api.agenticemail.dev/mcp - nothing to run locally. Docs: https://agenticemail.dev/docs/mcp

一個基於 Model Context Protocol (MCP) 的智慧客服 RAG 伺服器。本工具允許 AI 客戶端（如 Cursor、Claude Desktop）透過標準化 Tool 呼叫直接檢索平台的操作說明、常見問題與遊客須知知識庫。具備嚴格的防瞎掰機制，查無資料時誠實告知，確保 AI 客服回答的百分之百準確性。

Location services, directions, and place details

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

Write notes to Flomo

Tessera Analytics turns raw Hyperliquid DEX trade data into clean, analysis-ready datasets and serves them over MCP. Browse the catalog, inspect column dictionaries, and read gold datasets — 1-minute OHLCV, hourly funding rates, and derivatives positioning — or run cross-sectional queries across the coin universe. Includes quantitative funding/realized-volatility and wallet-behaviour forecasts. Free tier covers OHLCV and the funding forecast on BTC, ETH, SOL, and HYPE; Pro unlocks funding, positioning, HIP-3 markets, and the full coin universe.

Search 246+ B2B tools by compliance (POPIA, GDPR, HIPAA), hosting region, integrations, and price. Check if your software stack is POPIA/GDPR compliant. Find tools that natively integrate with your existing stack. Specialises in Africa and APAC markets.

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.

Qualityiris is an Inspection Management System for the apparel industry. This public MCP server lets any AI assistant answer questions about Qualityiris — features, pricing, FAQ — and submit interest on behalf of a prospective user. Tools: about_qualityiris, list_features, list_pricing_plans, get_faq, submit_interest.

A Serper MCP Server