{"id":"scrapfly","name":"Scrapfly","category":"web-data","summary":"Fetch live web content through managed scraping, browser and extraction tools.","description":"Connect an agent to Scrapfly’s hosted MCP server or APIs to retrieve pages, capture screenshots and extract structured data using managed browser and proxy infrastructure.","url":"https://aiagentstore.ai/services-for-ai-agents/scrapfly","website":"https://scrapfly.io/?utm_source=aiagentstore.ai","docs":"https://scrapfly.io/docs/mcp/getting-started?utm_source=aiagentstore.ai","interfaces":["api","sdk","mcp"],"capabilities":["scraping","browser","structured-data","web-content"],"humanSetup":"Create a Scrapfly account and project, obtain credentials or authorize the MCP connection, and choose the credit plan and project access settings for the workload.","authentication":"The hosted MCP endpoint https://mcp.scrapfly.io/mcp supports OAuth2 or an Authorization bearer API key. Prefer these to putting a key in the URL. Check project IP restrictions against the actual calling client.","billing":"Operations consume credits according to configuration, including rendering and proxy choices. Plans provide quotas and concurrency; some paid plans allow usage-based overflow, so an allowance is not necessarily a spending cap.","firstTask":"Inspect account usage, then fetch one permitted page with the minimum required rendering options and validate the returned content.","limitations":"Sites can still block requests or return incomplete content. Quota, concurrency and timeout errors require separate handling. Browser rendering and proxy choices affect credit consumption; HTTP success alone does not establish useful extraction.","readiness":"autonomous-after-setup","paymentMode":"provider-account","agentPayments":"not-verified","verifiedAt":"2026-10-23","verification":"Official documentation reviewed; account onboarding and paid execution not independently tested.","sources":["https://scrapfly.io/docs/mcp/getting-started?utm_source=aiagentstore.ai","https://scrapfly.io/docs/mcp/authentication?utm_source=aiagentstore.ai","https://scrapfly.io/docs/mcp/faq?utm_source=aiagentstore.ai","https://scrapfly.io/pricing?utm_source=aiagentstore.ai"],"siteGuide":{"title":"Validate page identity and extraction completeness before scaling retrieval","summary":"Maintained proxy capacity, running browsers and managed retrieval infrastructure provide resources beyond writing a parser. The integration still needs permission to access the target and checks for incomplete results.","url":"https://aiagentstore.ai/services-for-ai-agents/scrapfly#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/web-data","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":"mcp","url":"https://aiagentstore.ai/services-for-ai-agents/tag/mcp"},{"id":"scraping","url":"https://aiagentstore.ai/services-for-ai-agents/tag/scraping"},{"id":"browser","url":"https://aiagentstore.ai/services-for-ai-agents/tag/browser"},{"id":"structured-data","url":"https://aiagentstore.ai/services-for-ai-agents/tag/structured-data"},{"id":"web-content","url":"https://aiagentstore.ai/services-for-ai-agents/tag/web-content"}]}