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"Methods to Enhance Deep Research Capabilities" matching MCP servers:

  • gigaxity-deep-research

    yoloshii
    A
    license
    A
    quality
    C
    maintenance
    An open-source deep research MCP server that provides multi-source web search and synthesis with citations, enabling agents to perform citation-backed research using Qwen3-30B-A3B-Thinking and other models.
    Last updated
    6
    41
    MIT

  • research-hub

    WenyuChiou
    A
    license
    B
    quality
    A
    maintenance
    AI-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 updated
    76
    38
    MIT

  • Firecrawl MCP Server

    0xzapata
    A
    license
    A
    quality
    D
    maintenance
    Integrates Firecrawl for web scraping, crawling, search, and content extraction capabilities. Supports single/batch scraping, URL discovery, structured data extraction, deep research, and AI-powered web analysis with automatic retries and rate limiting.
    Last updated
    8
    57,892
    MIT

  • time-mcp

    yokingma
    A
    license
    B
    quality
    D
    maintenance
    Giving LLMs Time Awareness Capabilities. Empower your LLMs with time awareness capabilities. Access current time, convert between timezones, and get timestamps effortlessly. Enhance your applications with precise time-related functionalities.
    Last updated
    6
    2,189
    68
    MIT

  • uniprot-link

    berntpopp
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.
    Last updated
    15
    MIT

  • Octocode MCP

    bgauryy
    A
    license
    A
    quality
    B
    maintenance
    AI-powered code assistant that provides advanced search and discovery capabilities across GitHub and NPM ecosystems, helping users understand code patterns, implementations, and connections between repositories.
    Last updated
    13
    526
    889
    TypeScript
    MIT

  • Agentic RAG MCP

    enached134-ctrl
    A
    license
    A
    quality
    A
    maintenance
    A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. Ask a question and a LangGraph pipeline plans the retrieval, pulls evidence from a pgvector knowledge base, optionally augments it with live web research, drafts a cited answer, and then self-critiques it for grounding — revising until the answer is supported by the sources.
    Last updated
    3
    1
    MIT

  • paperboy

    michaelellis003
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that delivers research papers to your e-reader, using Zotero as the source of truth. Allows searching, queuing, and sending papers to Kindle, PocketBook, or Kobo.
    Last updated
    14
    4
    MIT