{"uid":"cap_FSvuuB-QO_BN9ugdB_SSf","slug":"forgemesh-library-ml-shelf-4f4e81cf","name":"ForgeMesh Library — ML Shelf","description":"Curated shelf: ML — 322 public-domain books including My Life — Volume 1, The Letters of Wolfgang Amadeus Mozart — Volume 01, Critical and Historical Essays Lectures delivered at Columbia University. Returns a ranked list with drill-down routes for full-text retrieval. No license, no API key required.","url":"https://library.forgemesh.io/ml","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"limit":{"type":"integer","description":"Max books to return (default 20, max 50)"}}},"responseSchema":{"type":"json","example":{"books":[{"year":null,"title":"My Life — Volume 1","author":"Wagner, Richard","book_id":5197,"subjects":[],"download_count":68850}],"count":5,"shelf":"ML","coverage":{"target":61015,"indexed":61015},"drill_down":["/book-metadata","/book-chapter","/book-quotes","/literature-search"]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_-EuODZR0-2UUuTpXxPI8C","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a ranked list of up to 50 public-domain books in the Machine Learning / mathematical sciences subject area, with drill-down routes for full-text retrieval","exampleAgentPrompt":"Show me the top 20 public-domain machine learning books from the ForgeMesh library shelf so I can pick some classic texts to explore.","exampleUseCases":[{"title":"Research reading list for ML course","prompt":"Pull me a list of up to 30 public-domain machine learning books I can assign as supplementary reading for a university course — I want classic and historical texts."},{"title":"Source texts for LLM fine-tuning","prompt":"I need royalty-free machine learning books to use as training data — can you fetch up to 50 titles from the public-domain ML shelf so I can queue them up for download?"},{"title":"Browsing ML autobiographies and essays","prompt":"I'm looking for any public-domain memoirs, essays, or collected letters related to mathematics or science — show me what's available in the ML shelf, maybe the first 20 results."}],"resultDescription":"A ranked list of public-domain book titles in the ML subject area (up to 50 entries), including metadata and drill-down routes that allow full-text retrieval of each book. No API key or license is required to access the results.","failureModes":["limit parameter exceeds 50 — likely clamped or returns an error","limit set to 0 or negative — may return empty list or validation error","payment not processed correctly via x402 protocol — call blocked","shelf temporarily unavailable — 5xx error returned","no books indexed — empty list returned"],"whenToPreferThis":"Choose this endpoint when you need a curated, ranked list of public-domain machine learning or mathematical science books without any licensing overhead. It is ideal for building reading lists, sourcing royalty-free training data, or exploring historical ML literature. Prefer the ForgeMesh full-text search endpoint if you need keyword or semantic search across the corpus rather than a browseable shelf.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-16T01:05:11.608Z","isFirstParty":false}