{"type":"post","id":"firecrawl-for-google-cloud-analysis-0dc927","slug":"firecrawl-for-google-cloud-analysis-0dc927","title":"Firecrawl for Google Cloud","description":"Thesis: Agent integrations become practically useful when they expose bounded, composable data capabilities through the tools and procurement paths teams already use.","retrieval_nugget":"Thesis: Agent integrations become practically useful when they expose bounded, composable data capabilities through the tools and procurement paths teams already use.","published_at":"2026-10-19","updated_at":"2026-10-19","record_date":"2026-10-19","date_kind":"published_at","topics":["google","gemini","mcp"],"source_urls":["https://www.firecrawl.dev/integrations/google-cloud-marketplace"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:firecrawl-for-google-cloud-analysis-0dc927","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:ff2c9c8011027cc4046c7ba9c9830ee3bdd7b69d5ddc1fa68a32d772dc0144f4","reviewed_at":"2026-10-19T17:05:21.911Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":1,"watch_condition_count":1,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Agent integrations become practically useful when they expose bounded, composable data capabilities through the tools and procurement paths teams already use.","observed_facts":[{"text":"Firecrawl’s Google Cloud integration page says Gemini and ADK agents can use Firecrawl tools to search, scrape, map, and crawl the web.","source_urls":["https://www.firecrawl.dev/integrations/google-cloud-marketplace"]},{"text":"The page says Firecrawl Alexandria provides structured records from more than 100 official data providers.","source_urls":["https://www.firecrawl.dev/integrations/google-cloud-marketplace"]},{"text":"The page documents Marketplace billing, private offers, and an ADK connection to Firecrawl’s hosted MCP server.","source_urls":["https://www.firecrawl.dev/integrations/google-cloud-marketplace"]}],"mechanism":"Firecrawl packages retrieval and data-provider access as callable agent tools, connects ADK through a hosted MCP server, and offers Google Cloud Marketplace purchase and billing paths.","why_now":"Teams building Gemini agents need current web context and domain data, while platform-native purchasing can reduce friction in adopting a third-party service.","implications":["Teams can evaluate Firecrawl as an external retrieval and data-provider layer for Gemini workflows, while treating its breadth and usefulness as questions for their own tests."],"evidence_boundary":"The supplied public integration page documents stated capabilities and setup paths; 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