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676,352 tools. Updated 2026-10-19 11:37

"Methods and Tools for Extracting Paper Summaries" matching MCP tools:

  • Apply AI-authored autofill sections to update paper notes. Consumes autofill_emit JSON to fill summaries in specified clusters.
    MIT
  • Lists all registered paper-backed trading methods with metadata including key, name, citation, and regime applicability. Use this to identify valid method keys for analysis and description tools.
    MIT
  • Searches an external paper-search server for scientific literature and injects per-paper Methods/Results blocks to ground claims in published studies.
    MIT

Matching MCP Servers

  • A
    license
    A
    quality
    C
    maintenance
    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.
    Apache 2.0

Matching MCP Connectors

  • Research methods for AI assistants: study design guidance, R and Python code, and citations

  • Check a plot document and get a link that opens it in Graph Paper. No account, no key.

  • Extract structured methods from a paper by pulling its full text, isolating methods sections, and returning steps, reagents, equipment, and analyses via validated AI extraction.
    MIT
  • Discover available Godot addon methods directly from the connected editor. Filter by category (project, scene, node, etc.) to view methods and one-line summaries.
    MIT
  • Retrieve specific sections from academic papers, including abstract, introduction, methods, results, discussion, conclusion, and references. Automatically downloads the paper if not yet cached.
    ISC
  • Remove a paper and all derived data (summaries, ideas, embeddings) from the local library. Optionally delete cached files.
    MIT
  • Persist per-paper summaries generated by an LLM to Obsidian and Zotero. Input a JSON payload matching the expected summarize_cluster output format.
    MIT
  • Extract and list all API endpoints from an OpenAPI spec, including paths, methods, summaries, and operation IDs. Filter results by tag or HTTP method to find specific routes.
    MIT
  • Extract full text content from arXiv paper PDFs using the paper ID to access complete research documents for reading or analysis.
    MIT
  • Discover available API endpoints in HaloPSA with their paths, methods, and summaries. Use this tool to explore what endpoints are available before retrieving detailed information.
    -
  • Lists all available tools and methods in the MCP Hello World server for integration testing and development purposes.
    -
  • Discover relevant tools by searching the catalog by keyword or tier, returning names and one-line summaries without loading full schemas. Use this first to find tools, then load only the schemas you need.
    MIT
  • Erase all local paper positions and fill history, then restore the $10,000 starting cash to begin a fresh paper-trading session. Requires confirm=true.
    Apache 2.0
    Destructive