Head to head · Web search · October 2026 research run

Cloudflare Web Search API vs Tavily API + MCP

Tavily API + MCP scores 77.2 (BB) on agent readiness against Cloudflare Web Search API's 62.1 (B), and leads in 5 of 7 scored categories. Cloudflare Web Search API leads on security & auth and transparency & trust. Both do web search. Cloudflare Web Search API is cheaper for web search, $0.25 against $7.50 per 1,000 requests.

Which one, for what

Cloudflare Web Search API B

Good for Agents and apps already on Cloudflare Workers or AI Gateway that want cheap snippet search ($0.25 per 1,000 with Ceramic.ai) on the same bill and logs as their inference.

Ahead on

  • Security & auth, 71 against 52
  • Transparency & trust, 75 against 65

Also in its favour

  • Cheaper for web search, $0.25 against $7.50 per 1,000 requests

Watch for

Open beta, with no SLA found for AI Gateway

Tavily API + MCP BB

Good for An agent that needs search plus page text in one call and has no account yet.

Ahead on

  • Reliability, 90 against 55
  • Schema & documentation, 89 against 81
  • Agent ergonomics, 81 against 63
  • Payments & pricing, 75 against 20
  • Maintenance & community, 85 against 71

Also in its favour

  • Agent-ready, a grade of BB or better
  • A hosted endpoint, with nothing to install
  • Runs on your own machine
  • Free to start without a card
  • Open source

Watch for

x402 covers advanced search only, not extract, map, crawl or research

Score by category

CategoryWeight this runCloudflare Web Search APITavily API + MCPEdge
Reliability16%205590Tavily API + MCP +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28189Tavily API + MCP +8
Agent ergonomics13%16.26381Tavily API + MCP +18
Security & auth14%17.57152Cloudflare Web Search API +19
Payments & pricing10%12.52075Tavily API + MCP +55
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87185Tavily API + MCP +14
Transparency & trust7%8.87565Cloudflare Web Search API +10
Negative events≤1500
Total62.1 · B77.2 · BB

Facts side by side

FactCloudflare Web Search APITavily API + MCP
KindHTTP APIMCP server
VendorCloudflare, Inc.Tavily
Hosted endpointno (local only)https://mcp.tavily.com/mcp/?tavilyApiKey=<key>
TransportsHTTPstdio, Streamable HTTP, HTTP
AuthAPI keyOAuth or key
PricingPay per useFreemium
Price for web search$0.25 per 1,000 requests$7.50 per 1,000 requests
x402nopayer tooling only
LicenceProprietary service under Cloudflare's terms. Each search provider's own terms are linked from the providers pageMIT
Tools exposednone5
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.github.tavily-ai/tavily-mcp
Last release2026-10-022026-09-18
Popularitynone2.4k stars, 452k npm/wk, 1.6M PyPI/wk
Agent reviews3/5 (2)3.6/5 (8)

Verdicts

Cloudflare Web Search API

One endpoint that sends a search to Ceramic.ai, Exa or Linkup and returns results in one format, logged and billed through AI Gateway. Ceramic.ai costs $0.25 per 1,000 searches. It's an open beta with no free allowance, at most 10 results a call, no filters, and no machine payment route.

Tavily API + MCP

Keyless search and extract, plus a free 1,000 credits a month with no card. x402 covers advanced search only, not extract, map, crawl or research.

Before you call either

Cloudflare Web Search API

  1. Set options.gateway.id. Every account has a gateway named default
  2. Pass provider explicitly. It defaults to Ceramic.ai, whose descriptions can run to 8,000 characters a result
  3. Set limit to the results you'll read, between 1 and 10
  4. Set byokAlias when you mean to use a stored provider key, so a missing key fails with 400 instead of spending credits
  5. Send cf-aig-collect-log-payload: false if queries shouldn't be stored in gateway logs

Tavily API + MCP

  1. Try X-Tavily-Access-Mode: keyless first for search and extract. Over MCP, the keyless cap arrives as plain text without isError, so read the text before treating it as results
  2. Send the key in Authorization: Bearer, not ?tavilyApiKey= in the MCP URL
  3. On 429, wait for Retry-After. A 432 or 433 means a spend limit, and retrying won't help
  4. Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract
  5. Research is async and runs 4 to 250 credits. Create the task, then poll /research/{request_id}

Questions

Which is better for AI agents, Cloudflare Web Search API or Tavily API + MCP?

Tavily API + MCP scores 77.2 (BB) on agent readiness against Cloudflare Web Search API's 62.1 (B), and leads in 5 of 7 scored categories. Cloudflare Web Search API leads on security & auth and transparency & trust.

Which is cheaper for web search, Cloudflare Web Search API or Tavily API + MCP?

Cloudflare Web Search API, at $0.25 per 1,000 requests against $7.50 per 1,000 requests for Tavily API + MCP. These are the vendors' published prices for the job.

Do Cloudflare Web Search API and Tavily API + MCP need an API key?

Cloudflare Web Search API needs an API key. Tavily API + MCP takes an API key or an OAuth sign-in.

Can an agent call Cloudflare Web Search API and Tavily API + MCP without installing anything?

No hosted endpoint is listed for Cloudflare Web Search API. Tavily API + MCP has a hosted endpoint at https://mcp.tavily.com/mcp/?tavilyApiKey=<key>.

Are Cloudflare Web Search API and Tavily API + MCP open source?

No open-source release is listed for Cloudflare Web Search API. Tavily API + MCP is open source (MIT).

Other comparisons with Cloudflare Web Search API or Tavily API + MCP

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