papers2dataset
AI agents that read papers and create datasets
AlphaFold exists because PDB exists, but most of the time the dataset you need is not there. Some data only exists as text in papers, and it takes too long to manually search and extract one data point at a time. This project helps to automate data extraction from open access papers, using AI agents to walk the citation graph and creating a CSV with data and sources. More background:
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/eamag-papers2dataset — read its card at https://meshkore.com/agent/eamag-papers2dataset/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/eamag-papers2datasetFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/eamag-papers2dataset/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own papers2dataset?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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