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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 guide to conducting thorough web-based research" matching MCP servers:
- AlicenseAqualityBmaintenanceComprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.Last updated149MIT
- AlicenseCqualityAmaintenanceEnables AI agents to perform web searches via DuckDuckGo without API keys and automate browser tasks with headless Chromium. Supports multi-step research workflows that automatically search and extract content from multiple pages.Last updated760MIT
- Alicense-qualityBmaintenanceEnables AI agents to search the web, fetch pages, and synthesize research through three tools: web_search, fetch_page, and research_topic, all in a single pay-per-use API call.Last updated2MIT
- Alicense-qualityDmaintenanceEnables automated web research and intelligence gathering through recursive web crawling, multi-engine search integration, and persistent SQLite storage with support for keyword filtering and multiple export formats.Last updatedMIT
- Alicense-qualityCmaintenanceMulti-purpose research MCP server integrating web search, deep research, web scraping, research methodology routing, and GPT Researcher report generation.Last updatedMIT
- Flicense-qualityBmaintenanceEnables web search, URL content extraction, arithmetic calculation, and report export via Exa AI and Python libraries.Last updated
- AlicenseAqualityAmaintenanceAn MCP server for academic literature research that integrates Scopus, CrossRef, OpenAlex, and Unpaywall to search documents, get abstracts, author profiles, citing papers, and open-access PDF links.Last updated6MIT
- AlicenseAqualityAmaintenanceAn MCP server that transforms books into agent-callable skill packages, enabling AI agents to use books as guides for evidence, procedures, and tutoring.Last updated201MIT
- AlicenseBqualityDmaintenanceThe MCP Web Research Server enables real-time web research with Claude by integrating Google search, capturing webpage content and screenshots, and tracking research sessions.Last updated31286MIT
- AlicenseBqualityFmaintenanceA Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.Last updated31,987300MIT
- AlicenseBqualityAmaintenanceAI-operable research workspace integrating Zotero, Obsidian, and NotebookLM. Search papers (arXiv/Semantic Scholar/PubMed/CrossRef), ingest into Zotero, sync per-paper notes to Obsidian, verify NotebookLM briefs. All three external tools optional.Last updated7641MIT
- Alicense-qualityBmaintenanceA self-hosted MCP server that reads web pages and converts them to Markdown, with built-in web search and anti-crawl fallback using Playwright.Last updated1MIT
- Alicense-qualityCmaintenanceMCP server for local, source-agnostic research, turning briefs into platform-specific searches and cited evidence dossiers with PostgreSQL storage and optional browser capture.Last updatedMIT
- Alicense-qualityCmaintenanceAn MCP server that detects duplicated research directions and probes blind spots before committing to a project, helping researchers avoid wasted effort.Last updatedApache 2.0
- Flicense-qualityBmaintenanceProvides a private set of high-level tools for web research, focused URL investigation, read-only GitHub research, and persistent semantic memory via a Streamable HTTP MCP gateway.Last updated1
- Flicense-qualityBmaintenanceA stateless MCP server that provides web search, single page reading, and batch page reading tools, with automatic failover across multiple search and content extraction providers.Last updated
- Flicense-qualityCmaintenanceEnables enterprise knowledge search through a chat interface, comparing traditional RAG with MCP-driven retrieval using hybrid BM25 and dense vector search, Ollama-powered answer generation, and question routing to domain-specific retrieval tools.Last updated
- Flicense-qualityDmaintenanceImproves AI agent task performance by providing task area segmentation, hierarchical RAG, and hybrid search capabilities.Last updated
- Flicense-qualityFmaintenanceEnables AI assistants to perform deep web research and generate comprehensive reports using a multi-agent divide and conquer approach.Last updated1