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licenseA
qualityD
maintenanceEnables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.
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"Information about Amazon Web Services (AWS)" matching MCP servers:
- Flicense-qualityCmaintenanceEnables extracting explicitly stated contract metadata, clauses, and obligations from user-supplied contract text without storing or modifying the data.
- AlicenseAqualityDmaintenanceEnables access to AWS documentation through natural language by fetching and converting documentation pages to markdown, searching AWS docs, and getting content recommendations for AWS service documentation.3Apache 2.0
- -licenseAquality-maintenanceEnables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.3
- FlicenseCquality-maintenanceA Model Context Protocol server that provides tools for accessing and managing AWS VPC Lattice information, allowing users to list sources and retrieve sample prompts related to AWS networking documentation.51
- FlicenseAqualityBmaintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.7
- FlicenseBqualityDmaintenanceProvides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.3
- Alicense-qualityAmaintenanceA self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.2,1941MIT
- Alicense-qualityDmaintenanceAutomatically crawl and analyze legacy web applications to generate documentation and modernization plans.MIT
- Alicense-qualityCmaintenanceA Model Context Protocol (MCP) server that enables searching AWS Black Belt Online Seminars and retrieving their transcripts.5Apache 2.0
- Flicense-qualityCmaintenanceThe public MCP server for togo — docs, the plugin marketplace, and plugin submission, for any agent.1
- Flicense-qualityCmaintenanceMCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.
- AlicenseAqualityCmaintenanceMCP server providing browser compatibility data for the entire Web Platform.7421MIT
- AlicenseAqualityDmaintenanceProvides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.10MIT
- AlicenseBqualityCmaintenanceProvides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.7Apache 2.0
- Alicense-qualityDmaintenanceDelivers curated documentation, quickstart commands, and stack recommendations for modern full stack web development through MCP-enabled AI assistants.MIT
- AlicenseAqualityFmaintenanceProvides AI-enabled access to Amazon Business API documentation, sample code, and troubleshooting resources. Enables developers to search and retrieve API documentation, generate integration code, and get guided solutions for common errors during the API integration process.2141Apache 2.0
- FlicenseAqualityDmaintenanceEnables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.12
- FlicenseBqualityDmaintenanceEnables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.3
- Alicense-qualityDmaintenanceEnables searching AWS Amplify documentation using natural language queries with advanced search syntax, smart ranking, and generation selection.71ISC
