{"uid":"cap_Inl4WFcYs-UEHCcL9hr6C","slug":"agenttoll-llm-pack-batch-81243d05","name":"AgentToll LLM Pack Batch","description":"x402 probe surface for llm-pack-batch. Real usage: POST {urls[]}. Unpaid → 402. Optional bid header supported.","url":"https://agent-toll.agentfetcher.workers.dev/v1/llm-pack-batch","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"urls":{"type":"array","items":{"type":"string"},"description":"1–5 public URLs to pack into LLM-ready markdown in one payment (research / multi-source RAG)"},"noCache":{"type":"boolean","description":"Skip cache for all URLs"},"maxTokens":{"type":"number","description":"Per-URL token budget (500–32000, default 4000)"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.015","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":"$0.015/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.015","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.015","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_VcYZ3CyEdRPbZaOoC06Hx","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.015","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Fetches up to 5 public URLs in a single x402 payment and returns each as token-budgeted LLM-ready markdown for multi-source research and RAG ingestion","exampleAgentPrompt":"Fetch these 5 pages and convert them all to clean LLM-ready markdown in one go — limit each to 6000 tokens: https://en.wikipedia.org/wiki/Retrieval-augmented_generation, https://arxiv.org/abs/2005.11401, https://www.pinecone.io/learn/rag, https://docs.llamaindex.ai/en/stable/getting_started/concepts/, https://huggingface.co/blog/rag","exampleUseCases":[{"title":"Competitive landscape multi-source research","prompt":"I need to research our top 5 competitors at once — grab these pages and convert them all to clean markdown so I can feed them into my analysis pipeline: https://competitor1.com/about, https://competitor2.com/product, https://competitor3.com/pricing, https://competitor4.com/features, https://competitor5.com/solutions. Cap each at 5000 tokens."},{"title":"Batch ingest docs into vector store","prompt":"Pull these four documentation pages and convert them to LLM-ready markdown in a single call so I can chunk and embed them into our vector store right away: https://docs.stripe.com/payments/accept-a-payment, https://docs.stripe.com/webhooks, https://docs.stripe.com/api/charges, https://docs.stripe.com/refunds — keep each under 4000 tokens."},{"title":"Multi-hop agent news aggregation","prompt":"My agent needs to summarize today's coverage on AI regulation from several sources at once — fetch all three of these articles and return clean markdown for each so I can pass them straight into my LLM context: https://www.reuters.com/technology/ai-regulation-article, https://www.bbc.com/news/technology-ai-policy, https://www.wired.com/story/eu-ai-act-explained"}],"resultDescription":"A batch response containing one entry per input URL, each with LLM-ready markdown, token-budgeted to maxTokens (default 4000). Per-URL errors are isolated so a failure on one URL does not cancel the others. Useful for feeding multiple sources directly into LLM context windows or RAG pipelines.","failureModes":["One or more URLs are inaccessible (403, 404, timeout) — that URL's entry contains an error field while others succeed","More than 5 URLs submitted — request rejected","Payment not completed or x402 challenge not resolved — 402 response returned","URL points to non-public or paywalled content — returned content may be partial or empty","maxTokens outside 500–32000 range — validation error"],"whenToPreferThis":"Choose this endpoint when you need to fetch and convert multiple (2–5) public web pages to LLM-ready markdown in a single round-trip and payment. It is more efficient than calling the single-URL llm-pack endpoint repeatedly and is specifically designed for multi-hop agents, deep research workflows, and multi-source RAG ingestion where per-URL error isolation matters.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:35:51.072Z","isFirstParty":false}