{"components":[{"slug":"firecrawl","name":"Firecrawl","summary":"Crawl and extract clean page content for LLM pipelines. A common agent research tool and a Leyline evidence source class.","kind":"app","homepage":"https://www.firecrawl.dev","repoUrl":"https://github.com/firecrawl/firecrawl","docsUrl":"https://docs.firecrawl.dev","publisher":"Firecrawl","license":"AGPL-3.0","hasMcp":true,"hasApi":true,"costRange":"usage","costNotes":"Hosted usage plus self-host. Slice: single-URL scrape is cheaper than site crawl.","composabilityRationale":"Clean scrape/crawl API and MCP. Self-host path lowers glue cost. 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Get agent-ready web context in any MCP client ..."},{"url":"https://x.com/firecrawl/all","author":"x.com","text":"The API to search, scrape, and interact with the web at scale. powered by industry-leading search and scraping designed for agents. less now your ai agents can ..."},{"url":"https://x.com/ericciarla/status/2089762428154257699","author":"x.com","text":"firecrawl is a top three web search api for ai agents with the best quality/price tradeoff out there and we're shipping improvements every week."}],"sources":[{"kind":"github","label":"firecrawl/firecrawl","url":"https://github.com/firecrawl/firecrawl","at":"2026-09-12T00:00:00Z"},{"kind":"docs","label":"Firecrawl docs","url":"https://docs.firecrawl.dev","at":"2026-09-12T00:00:00Z"},{"kind":"tweet","label":"DFIR Lab CVE note","url":"https://x.com/DFIR_Lab/status/2097843827197288592","at":"2026-09-12T00:00:00Z"}],"origin":"seed","sector":"search-crawl","notes":[{"authorKind":"human","body":"Concept note lists Firecrawl as a crawl-class example, not the product to clone.","at":"2026-09-12T00:00:00Z"}],"score":23,"explain":{"score":23,"formula":"100 × sum(weight × value) over observed factors only. 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An API is declared. Cost is usage. 3 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"Firecrawl docs","url":"https://docs.firecrawl.dev","at":"2026-09-12T00:00:00Z"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.46214289265639186,"contribution":0.06470000497189486,"why":"3 sources cover 3 evidence types. The latest dated evidence is 2026-09-12. Freshness is omitted unless observed as a signal.","sources":[{"kind":"github","label":"firecrawl/firecrawl","url":"https://github.com/firecrawl/firecrawl","at":"2026-09-12T00:00:00Z"},{"kind":"docs","label":"Firecrawl docs","url":"https://docs.firecrawl.dev","at":"2026-09-12T00:00:00Z"},{"kind":"tweet","label":"DFIR Lab CVE note","url":"https://x.com/DFIR_Lab/status/2097843827197288592","at":"2026-09-12T00:00:00Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"createdAt":"2026-09-11T16:33:42.678Z","updatedAt":"2026-09-13T08:56:02.842Z","tags":["web-content"],"recordId":"cmp_firecrawl","claims":{"name":"Firecrawl","summary":"Crawl and extract clean page content for LLM pipelines. 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A common agent research tool and a Leyline evidence source class.","cost":"usage"},{"functionId":"connect","label":"Connect","note":"Crawl and extract clean page content for LLM pipelines. A common agent research tool and a Leyline evidence source class.","cost":"usage"}],"interfaces":[{"kind":"mcp"},{"kind":"http"}],"composabilityRationale":"Clean scrape/crawl API and MCP. Self-host path lowers glue cost. Rate limits and JS-render variance are the main blocks."},"interfaces":[{"kind":"mcp"},{"kind":"http"}],"relations":[{"from":"firecrawl","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"firecrawl","to":"search1api","kind":"alternative-to","note":"Shared functions crawl, extract, search. Same kind and overlapping capability."},{"from":"firecrawl","to":"tinyfish","kind":"alternative-to","note":"Shared functions connect, crawl, extract, search. Same kind and overlapping capability."},{"from":"firecrawl","to":"exa","kind":"alternative-to","note":"Shared functions connect, crawl, extract, search. Same kind and overlapping capability."},{"from":"firecrawl","to":"vuda-visual-ui-debug-agent","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"firecrawl","to":"soar","kind":"fills-same-slot-as","note":"Shared functions connect, search. Can fill the same function slot."},{"from":"firecrawl","to":"local-faiss-mcp-server","kind":"fills-same-slot-as","note":"Shared functions connect, extract, ingest, search. Can fill the same function slot."},{"from":"firecrawl","to":"pulsemcp","kind":"fills-same-slot-as","note":"Shared functions connect, ingest, search. Can fill the same function slot."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-09-13T08:56:02.842Z"},{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-09-13T08:56:02.842Z"},{"key":"human_note_count","value":1,"source":"component-record","method":"stored-notes","observedAt":"2026-09-13T08:56:02.842Z"}],"functionProbabilities":[],"claimVerification":[]},{"slug":"monetization-gateway","name":"Monetization Gateway","summary":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. 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Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"},{"functionId":"tool-call","label":"Tool-call","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","at":"2026-07-07T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"Cloudflare, Monetization Gateway (x402 / MCP monetization)","at":"2026-07-07T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"}],"origin":"seed","notes":[],"createdAt":"2026-07-07T00:00:00.000Z","updatedAt":"2026-07-07T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_monetization-gateway","claims":{"name":"Monetization Gateway","summary":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","kind":"mcp","publisher":"","homepage":"https://blog.cloudflare.com/monetization-gateway/","costRange":"unknown","functions":["payment","connect","tool-call"],"slices":[{"functionId":"payment","label":"Payment","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"},{"functionId":"tool-call","label":"Tool-call","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":""},"relations":[{"from":"monetization-gateway","to":"monid","kind":"fills-same-slot-as","note":"Shared functions connect, payment, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"openship","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"model-context-protocol","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"atomic-agent","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"openai-codex","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"claude-code","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"cursor","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"exa","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."}],"signals":[],"claimVerification":[],"explain":{"score":7,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","at":"2026-07-07T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"Cloudflare, Monetization Gateway (x402 / MCP monetization)","at":"2026-07-07T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":7,"tags":["web-content"]}],"tag":"web-content"}