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"Academic paper search and research methodology analysis tool" matching MCP servers:

  • Paper Search MCP

    openags
    A
    license
    B
    quality
    D
    maintenance
    An MCP server for searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, and Sci-Hub, designed for seamless integration with large language models like Claude Desktop.
    Last updated
    57
    2,114
    MIT

  • Paper Pilot

    aytzey
    A
    license
    B
    quality
    B
    maintenance
    Your AI's research copilot. Searches 6 academic databases, downloads real PDFs, reads them cover to cover, extracts evidence, renders figures, syncs to Zotero.
    Last updated
    16
    8
    MIT

  • paper-intelligence

    Strand-AI
    A
    license
    -
    quality
    B
    maintenance
    A local MCP server for intelligent PDF management that converts papers to markdown and enables hybrid grep and semantic search, allowing token-efficient exploration of academic documents.
    Last updated
    6
    MIT

  • Web Search Tool

    vikrambhat2
    F
    license
    -
    quality
    D
    maintenance
    Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.
    Last updated
    1

  • 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

  • kiro-research-mcp

    thejusdutt
    A
    license
    -
    quality
    D
    maintenance
    Implements Anthropic's multi-agent research methodology with tools for iterative web search, source quality scoring, citation tracking, and quality-tiered report generation.
    Last updated
    4
    2
    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

  • 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

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    A
    maintenance
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    7
    MIT
  • 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