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Paper Pilot

by aytzey
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Python
Hybrid

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Alternatives to Paper Pilot

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    • Academic MCP Server

      nanyang12138
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      Enables AI assistants to search across multiple academic databases (PubMed, arXiv, bioRxiv, medRxiv, Semantic Scholar) through a unified interface. Supports advanced filtering, metadata retrieval, PDF downloads, and comprehensive research workflows with citation analysis.
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    • research-hub

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      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.
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    • pubmed-stream

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      quality
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      maintenance
      Enables AI assistants to run PubMed searches in plain English, download full-text articles from PubMed Central, and map the similar, citing and cited evidence around key papers. It also builds an Obsidian knowledge graph of a study's literature, with retractions flagged and citations traceable to papers the assistant read.
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    • Research MCP

      gyash1512
      A
      license
      Not graded
      quality
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 16 tools

    Disambiguation4/5

    Most tools have distinct purposes, but there is some overlap between deep_read_topic and research_topic, and between various search/download tools. Descriptions help differentiate them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case, except for 'healthcheck' which is a single word but still clear. Overall very consistent.

    Tool Count5/5

    16 tools is well-scoped for a research assistant server covering search, download, extraction, visualization, and Zotero integration. No extraneous tools.

    Completeness4/5

    Covers major workflows (search, download, extraction, graphing, Zotero) but lacks tools for managing Zotero items beyond collections or batch operations. Minor gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources