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"Understanding the Purpose of Research" matching MCP servers:

  • 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.
    76
    46
    MIT

  • Lacuna Research MCP

    tiptreesystems
    A
    license
    A
    quality
    A
    maintenance
    Empowers coding agents for machine learning research by providing access to Lacuna's research map, including novel research proposals, research directions, papers, authors, venues, institutions, and hypotheses. It enables searching and retrieving context-aware research information through MCP tools.
    12
    3
    MIT

  • universal-research-mcp

    mp-juns
    A
    license
    B
    quality
    A
    maintenance
    An append-only research operations framework and read-only MCP that tracks research plans, approvals, observations, claims, failures, revisions, and contributions with source-grounded evidence, providing search, evidence fetch, and audit capabilities without direct ledger writes.
    28
    MIT

  • ArXiv Research Assistant

    Manaswi875
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

  • Atom-of-thoughts

    kbsooo
    A
    license
    B
    quality
    F
    maintenance
    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    3
    62
    MIT

  • Research Paper Ingestion MCP

    marc-shade
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables searching, downloading, and analyzing academic papers from arXiv and Semantic Scholar to extract key insights and citation metrics. It facilitates autonomous knowledge acquisition by processing research findings and integrating them into persistent AI memory systems.

  • Out of Context

    HJeon139
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.
    5
    Apache 2.0

  • Roam Research MCP Server

    camiloluvino
    A
    license
    A
    quality
    Not graded
    maintenance
    Enables AI assistants to interact with Roam Research graphs through comprehensive API access, supporting page/block operations, markdown import, search, memory storage, and complex batch actions for managing knowledge graphs.
    18
    1,282
  • Wheel of Heaven MCP Server by wheelofheaven

    Wheel of Heaven MCP Serverofficial

    wheelofheaven
    A
    license
    Not graded
    quality
    B
    maintenance
    A read-only MCP server that lets AI agents search and retrieve the Wheel of Heaven corpus, including source-grounded facts, interpretations, and comparative traditions, all with full epistemic metadata.
    99
    Creative Commons Zero v1.0 Universal