Repository intelligence & context management for large sessions for AI coding assistants

Read-only database access with schema inspection

AI image generation using various models

Open-source MCP server with ~1,100 deterministic tools — web search, headless Chromium, PDFs, OCR, images, ~1,040 CPU utilities. Free to self-host or pay per call via x402 (USDC on Base).

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

Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to minimize prompt-cache costs in long sessions stash/recall/remember tools keep large content out of context until needed, and a token-budgeted repository summary avoids unbounded prompt bloat. Works with any MCP client (Claude, Codex, Cursor, opencode, etc..). Go, CGO, tree-sitter-backed.

A Serper MCP Server

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A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Real-time infrastructure and city data for German cities via one keyless remote MCP endpoint: air quality, weather, public-transport departures with live delays, roadworks/traffic, points of interest and more (38 tools). Sources include DWD, UBA, OpenAQ, Autobahn, GTFS/HVV/VGN, OpenStreetMap and Wikidata.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

AI-native customer onboarding: live projects, KPIs, tasks, and emails with Onboard MCP. Connect Onboard to Claude or any MCP-compatible AI client to seamlessly surface blocked tasks, draft customer emails, monitor KPIs, and take action—right from your AI workspace. Access 27+ purpose-bu ilt tools that cover every stage of the customer onboarding lifecycle, all from within your preferred AI assistant.

Web and local search using Brave's Search API

A self-service creative engine for app and consumer brands. Sense signals, express narratives, learn from results. Sold as Time-to-Winner, not video volume.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

Browser automation and web scraping

An MCP server that provides a tool for sending transactional emails via Mailtrap

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.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

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ATC brings account intelligence into Claude and other AI agents, built on two decades of institutional technology research originally developed for major tech investors. Sales and marketing teams can prioritize accounts, surface buying signals, prep for calls, draft outreach, and build competitive positioning and campaign audiences — grounded in proprietary adoption and initiative data rather than generic firmographics. There's no new UI to learn: ask in natural language and the connector runs the analysis.

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。

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EU AI Act compliance in your editor. Classify risk, cite obligations, draft Article 50 disclosures.