{"id":"llamaparse","name":"LlamaParse","category":"documents","summary":"Turn complex documents into text and structured data your agent can inspect.","description":"Hosted document APIs provide parsing and extraction for PDFs, scans and office documents.","url":"https://aiagentstore.ai/services-for-ai-agents/llamaparse","website":"https://developers.llamaindex.ai/llamaparse/?utm_source=aiagentstore.ai","docs":"https://developers.llamaindex.ai/llamaparse/quickstart/?utm_source=aiagentstore.ai","interfaces":["api","sdk","cli","mcp"],"capabilities":["document-parsing","structured-data","files"],"humanSetup":"Create an account, provision an API key and approve uploading the documents and using processing credits.","authentication":"LlamaParse platform API key; configure the selected SDK or MCP integration.","billing":"Credit-based processing; selected tier and document features affect usage.","firstTask":"Parse a small representative document and compare extracted fields with the original pages.","limitations":"Parsing is not guaranteed accurate. Complex tables, scans and optional extraction features need sample validation.","readiness":"autonomous-after-setup","paymentMode":"provider-account","agentPayments":"not-verified","verifiedAt":"2026-10-09","verification":"Official documentation reviewed; paid execution and account onboarding not independently tested.","sources":["https://developers.llamaindex.ai/llamaparse/quickstart/?utm_source=aiagentstore.ai","https://developers.llamaindex.ai/llamaparse/general/pricing/?utm_source=aiagentstore.ai","https://developers.llamaindex.ai/llamaparse/for-agents/mcp/?utm_source=aiagentstore.ai"],"siteGuide":{"title":"Validate the difficult page before processing the whole collection","summary":"The purchased capability is maintained document-processing infrastructure and specialized extraction models. Plain-text documents may not justify it; select it for cases where ordinary local parsing fails your acceptance sample.","url":"https://aiagentstore.ai/services-for-ai-agents/llamaparse#integration-playbook","contentType":"text/html","requiresBrowser":false,"includes":["selection rationale","suggested workflow","acceptance checks","failure recovery","related services"],"basis":"Original AI Agent Store editorial guidance; not an execution benchmark."},"categoryUrl":"https://aiagentstore.ai/services-for-ai-agents/category/documents","tagLinks":[{"id":"api","url":"https://aiagentstore.ai/services-for-ai-agents/tag/api"},{"id":"sdk","url":"https://aiagentstore.ai/services-for-ai-agents/tag/sdk"},{"id":"cli","url":"https://aiagentstore.ai/services-for-ai-agents/tag/cli"},{"id":"mcp","url":"https://aiagentstore.ai/services-for-ai-agents/tag/mcp"},{"id":"document-parsing","url":"https://aiagentstore.ai/services-for-ai-agents/tag/document-parsing"},{"id":"structured-data","url":"https://aiagentstore.ai/services-for-ai-agents/tag/structured-data"},{"id":"files","url":"https://aiagentstore.ai/services-for-ai-agents/tag/files"}]}