{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "lotchuazzz-crypto/papergraph-mcp",
 "name": "papergraph-mcp",
 "owner": "lotchuazzz-crypto",
 "slug": "lotchuazzz-crypto-papergraph-mcp",
 "github": "https://github.com/lotchuazzz-crypto/papergraph-mcp",
 "what": "PaperGraph MCP is a Python tool that turns arXiv papers, local LaTeX projects, and born-digital PDFs into a local, evidence-grounded workspace of math results, proofs, and dependencies for AI agents and readers.",
 "why": "",
 "language": "Python",
 "requirements": [
  "uv installed (see the uv getting-started guide linked in the README)",
  "An arXiv ID, a local LaTeX project with its main .tex file, or a born-digital PDF of a math paper",
  "A workspace database location outside the repository"
 ],
 "audience_note": "Graduate students, mathematicians, and researchers who read dense math papers, and AI agents that need source-backed reading steps.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/lotchuazzz-crypto-papergraph-mcp/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "lotchuazzz-crypto-papergraph-mcp--map-math-paper-results",
   "title": "Map a math paper's main results before reading",
   "best": true,
   "url": "https://dedupedai.com/use-cases/lotchuazzz-crypto-papergraph-mcp/map-math-paper-results/",
   "json": "https://dedupedai.com/use-cases/u/lotchuazzz-crypto-papergraph-mcp/map-math-paper-results.json"
  },
  {
   "id": "lotchuazzz-crypto-papergraph-mcp--trace-theorem-dependencies",
   "title": "Trace a theorem's dependencies before reading its proof",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lotchuazzz-crypto-papergraph-mcp/trace-theorem-dependencies/",
   "json": "https://dedupedai.com/use-cases/u/lotchuazzz-crypto-papergraph-mcp/trace-theorem-dependencies.json"
  },
  {
   "id": "lotchuazzz-crypto-papergraph-mcp--find-public-full-text-for-doi",
   "title": "Find public full text for a DOI paper",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lotchuazzz-crypto-papergraph-mcp/find-public-full-text-for-doi/",
   "json": "https://dedupedai.com/use-cases/u/lotchuazzz-crypto-papergraph-mcp/find-public-full-text-for-doi.json"
  },
  {
   "id": "lotchuazzz-crypto-papergraph-mcp--export-reading-report-and-plan",
   "title": "Export a Reading Report and cross-paper reading plan",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lotchuazzz-crypto-papergraph-mcp/export-reading-report-and-plan/",
   "json": "https://dedupedai.com/use-cases/u/lotchuazzz-crypto-papergraph-mcp/export-reading-report-and-plan.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}