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"A search for literature reviews and academic research resources" matching MCP servers:

  • Literature Review MCP Server

    ydzat
    A
    license
    -
    quality
    D
    maintenance
    An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.
    Last updated
    14
    23
    MIT
  • Robot Resources Router by robot-resources

    Robot Resources Routerofficial

    robot-resources
    A
    license
    -
    quality
    F
    maintenance
    LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.
    Last updated
    21
    1
    MIT

  • synapse-research

    NimbleBrainInc
    A
    license
    -
    quality
    C
    maintenance
    A deep-research MCP server exposing a single task-augmented tool that runs GPT-Researcher with Tavily search, Anthropic Claude, and OpenAI embeddings, streaming progress via MCP tasks and Upjack entity stream.
    Last updated
    MIT

  • Research MCP

    ZDOSt
    F
    license
    -
    quality
    B
    maintenance
    Provides 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 updated
    1

  • research-mcp

    lduda79
    F
    license
    -
    quality
    B
    maintenance
    Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.
    Last updated

  • magpie-search

    xfloukiex-lab
    A
    license
    A
    quality
    A
    maintenance
    Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.
    Last updated
    6
    26
    Apache 2.0

  • 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
    44
    MIT

  • Research Powerpack MCP

    yigitkonur
    F
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.
    Last updated
    5
    165
    3
  • Octagon Deep Research MCP by OctagonAI

    Octagon Deep Research MCPofficial

    OctagonAI
    A
    license
    B
    quality
    D
    maintenance
    Provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.
    Last updated
    1
    842
    93
    MIT

  • Zoom Search

    goofrey
    A
    license
    B
    quality
    A
    maintenance
    MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
    Last updated
    4
    1
    1
    MIT

  • AI Research MCP Server

    nanyang12138
    A
    license
    B
    quality
    D
    maintenance
    Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.
    Last updated
    8
    MIT

  • Deep Research MCP

    ali-kh7
    -
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    Last updated
    1
    37
    12
  • cerase-search MCP by cerase-ai

    cerase-search MCPofficial

    cerase-ai
    A
    license
    -
    quality
    C
    maintenance
    Enables web search and deep multi-source research for Cerase agents via LiteLLM proxy, with billing attribution per agent.
    Last updated
    MIT