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maintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.
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"A server for conducting detailed web searches with citations" matching MCP servers:
- 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.Last updated2511MIT
- Flicense-qualityCmaintenanceMCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.Last updated
- AlicenseAqualityCmaintenanceMCP server providing browser compatibility data for the entire Web Platform.Last updated7201MIT
- AlicenseAqualityDmaintenanceProvides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.Last updated4048Apache 2.0
- AlicenseBqualityFmaintenanceAutomatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.Last updated3GPL 3.0
- Alicense-qualityDmaintenanceDelivers curated documentation, quickstart commands, and stack recommendations for modern full stack web development through MCP-enabled AI assistants.Last updatedMIT
- Alicense-qualityDmaintenanceAutomatically crawl and analyze legacy web applications to generate documentation and modernization plans.Last updatedMIT
- Flicense-qualityCmaintenanceThe public MCP server for togo — docs, the plugin marketplace, and plugin submission, for any agent.Last updated1
- AlicenseAqualityCmaintenanceProvides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.Last updated10MIT
- 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.Last updated12
- AlicenseCqualityFmaintenanceEnables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.Last updated115MIT
- Alicense-qualityDmaintenanceA Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.Last updatedMIT
- Alicense-qualityDmaintenanceEnables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.Last updatedMIT
- FlicenseAqualityDmaintenanceEnables 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.Last updated5
- FlicenseAqualityDmaintenanceProvides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.Last updated1
- AlicenseAqualityBmaintenanceWeb search, content extraction, and library docs for AI agents with 5-strategy scraping and runs without API keys.Last updated6MIT
- AlicenseBqualityDmaintenanceEnables AI assistants to search and access arXiv papers through a Model Context Protocol interface, allowing for paper search, download, listing, and reading functionality.Last updated42Apache 2.0
- 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.Last updated3
- Alicense-qualityFmaintenanceA tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.Last updated213MIT