{"tool":{"slug":"cloudflare","name":"Cloudflare","url":"https://canagentsuse.com/tools/cloudflare","websiteUrl":"https://www.cloudflare.com","docsUrl":"https://developers.cloudflare.com","githubUrl":"https://github.com/cloudflare","tagline":"Edge compute, DNS, storage, workers, AI, and official MCP servers.","shortDescription":"Cloudflare exposes broad API, Wrangler CLI, Workers, Pages, R2, KV, D1, Vectorize, AI, and MCP servers.","agentSummary":"Agents can deploy Workers, manage DNS, inspect analytics, provision storage, and connect through Cloudflare MCP servers.","bestFor":"Edge deployment, DNS, Workers, storage, observability, and agent infrastructure.","cautionNotes":"Key limitations: DNS, firewall, and production deployment changes need explicit human approval. Model behavior, costs, rate limits, data retention, and safety policies can change by model and account tier; use evals, spend caps, and data controls for sensitive workloads. MCP servers inherit the connected account's scopes and may send prompts or data to third-party services; configure read-only or narrow scopes when available. CLI access is powerful but can run destructive local or production commands; prefer dry runs, preview environments, and non-production credentials.","pricingSummary":"Public pricing across plans and usage-based developer products.","authModel":"API tokens with scoped permissions, OAuth, account IDs, and Wrangler login.","accountCreation":"Self-serve signup.","browserSupport":"Dashboard is important for account, DNS, logs, and billing review.","cliPackage":"wrangler","apiBaseUrl":"https://api.cloudflare.com/client/v4","mcpServer":"https://mcp.cloudflare.com/mcp","agentScore":81,"agentTier":"Strong","scoreBreakdown":{"score":81,"tier":"Strong","summary":"Strong: 81/100. Strongest in machine operability; weakest in production reliability.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":24,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"Cloudflare API reference covers account, DNS, Workers, Pages, R2, KV, and security products."},{"slug":"mcp","label":"MCP","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Official Cloudflare MCP server exposes the Cloudflare API through token-efficient Code Mode; Cloudflare also publishes a docs MCP server."},{"slug":"cli","label":"CLI","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"Wrangler CLI manages Workers, Pages, D1, KV, R2, and local dev."},{"slug":"browser","label":"Browser fallback","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Dashboard is important for account, DNS, logs, and billing review."}]},{"key":"safety","label":"Agent safety","weight":25,"score":20.4,"maxScore":25,"signals":[{"slug":"sandbox","label":"Sandbox or test mode","weight":10,"score":8,"maxScore":10,"supportLevel":"strong","evidence":"Local dev, preview deployments, and scoped API tokens support safer automation."},{"slug":"scoped-auth","label":"Scoped auth","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"Auth supports scoped or permissioned access."},{"slug":"dry-run-preview","label":"Dry-run or preview","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Tool exposes preview, test, local, or branching workflows."},{"slug":"human-review","label":"Human review guidance","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Caution notes identify workflows that need human review."},{"slug":"idempotency","label":"Idempotency or retry safety","weight":2,"score":0,"maxScore":2,"supportLevel":"unknown","evidence":"No clear evidence found."}]},{"key":"readability","label":"Agent readability","weight":20,"score":17.4,"maxScore":20,"signals":[{"slug":"docs-quality","label":"Docs quality","weight":8,"score":6.4,"maxScore":8,"supportLevel":"strong","evidence":"Official docs are listed for API behavior, authentication, limits, examples, and setup review."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Public pricing across plans and usage-based developer products."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"8 signal evidence links listed."},{"slug":"docs-url","label":"Dedicated docs URL","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Dedicated documentation URL is listed."}]},{"key":"setup","label":"Auth and setup","weight":15,"score":13,"maxScore":15,"signals":[{"slug":"account-creation","label":"Account setup","weight":7,"score":5.6,"maxScore":7,"supportLevel":"strong","evidence":"Self-serve signup."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":5,"maxScore":5,"supportLevel":"native","evidence":"API tokens with scoped permissions, OAuth, account IDs, and Wrangler login."},{"slug":"self-serve","label":"Self-serve onboarding","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Onboarding appears self-serve or testable."}]},{"key":"reliability","label":"Production reliability","weight":15,"score":6.2,"maxScore":15,"signals":[{"slug":"webhook-events","label":"Webhooks or events","weight":5,"score":0,"maxScore":5,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"logs-audit","label":"Logs or audit trail","weight":4,"score":3.2,"maxScore":4,"supportLevel":"strong","evidence":"Tool exposes logs, traces, or audit-friendly records."},{"slug":"versioned-api","label":"Versioned API","weight":3,"score":0,"maxScore":3,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"rate-limit-clarity","label":"Rate limit clarity","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Tool documents usage limits, quotas, or credits."}]}]},"launchScore":760,"isFeatured":true,"categories":[{"slug":"deployment-infra","name":"Deployment & infra","description":"Hosting, serverless, queues, workers, and cloud operations.","sortOrder":60},{"slug":"databases-storage","name":"Databases & storage","description":"Postgres, object storage, vector search, and data backends.","sortOrder":40},{"slug":"ai-models","name":"AI models","description":"Model APIs, inference gateways, embeddings, reranking, and generation.","sortOrder":15}],"useCases":[{"slug":"ship-app","name":"Ship an app","description":"Provision infra, deploy, monitor, and iterate on production apps."},{"slug":"manage-infra","name":"Manage infra","description":"Provision, deploy, inspect, and automate cloud or platform resources."},{"slug":"call-models","name":"Call models","description":"Generate, embed, rerank, transcribe, or route AI model requests."}],"capabilities":[{"slug":"cli","name":"CLI","group":"Agent access","supportLevel":"native","detail":"Wrangler CLI manages Workers, Pages, D1, KV, R2, and local dev.","evidenceUrl":"https://developers.cloudflare.com/workers/wrangler/"},{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"Cloudflare API reference covers account, DNS, Workers, Pages, R2, KV, and security products.","evidenceUrl":"https://developers.cloudflare.com/api/"},{"slug":"mcp","name":"MCP","group":"Agent access","supportLevel":"native","detail":"Official Cloudflare MCP server exposes the Cloudflare API through token-efficient Code Mode; Cloudflare also publishes a docs MCP server.","evidenceUrl":"https://github.com/cloudflare/mcp"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"strong","detail":"Dashboard is important for account, DNS, logs, and billing review.","evidenceUrl":"https://www.cloudflare.com"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Self-serve signup.","evidenceUrl":"https://www.cloudflare.com"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Public pricing across plans and usage-based developer products.","evidenceUrl":"https://www.cloudflare.com/pricing"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"strong","detail":"Official docs are listed for API behavior, authentication, limits, examples, and setup review.","evidenceUrl":"https://developers.cloudflare.com"},{"slug":"sandbox","name":"Sandbox","group":"Safety","supportLevel":"strong","detail":"Local dev, preview deployments, and scoped API tokens support safer automation.","evidenceUrl":"https://developers.cloudflare.com"}]}}