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"A resource for academic research or scholarly articles" matching MCP servers:

  • synapse-research

    NimbleBrainInc
    A
    license
    A
    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.
    7
    MIT

  • reddit-research

    blazejp83
    A
    license
    -
    quality
    B
    maintenance
    MCP server that answers questions using Reddit discussions as evidence, searching threads, fetching comments, and ranking useful context, with optional cited answer synthesis.
    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.
    1

  • research-mcp

    lduda79
    F
    license
    A
    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.
    9

  • 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.
    6
    52
    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.
    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.
    1
    80
    93
    MIT

  • Developer Research MCP Server

    ali-nr
    F
    license
    B
    quality
    D
    maintenance
    Provides structured web search capabilities optimized for technical and software development content via providers like OpenRouter. It enables AI agents to perform research and retrieve relevant technical data in a consistent, programmatic JSON format.
    1

  • 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.
    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.
    1
    82
    12

  • research-mentor-rag

    GelortZCY
    A
    license
    C
    quality
    B
    maintenance
    MCP server that integrates a 1200-paper RAG database with six tools to support research workflows across stages like hypothesis, experiment, statistics, and writing. It routes requests to specialized skills and real-time frontier searches to provide evidence-grounded research mentoring.
    6
    Apache 2.0

  • Deep Research MCP Server

    teelaitila
    A
    license
    -
    quality
    D
    maintenance
    Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
    20
    321
    MIT