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
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
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
| Category | Weight this run | Cloudflare Web Search API | Tavily API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 55 | 90 | Tavily API + MCP +35 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 89 | Tavily API + MCP +8 |
| Agent ergonomics | 13%16.2 | 63 | 81 | Tavily API + MCP +18 |
| Security & auth | 14%17.5 | 71 | 52 | Cloudflare Web Search API +19 |
| Payments & pricing | 10%12.5 | 20 | 75 | Tavily API + MCP +55 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 85 | Tavily API + MCP +14 |
| Transparency & trust | 7%8.8 | 75 | 65 | Cloudflare Web Search API +10 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 62.1 · B | 77.2 · BB |
Facts side by side
| Fact | Cloudflare Web Search API | Tavily API + MCP |
|---|---|---|
| Kind | HTTP API | MCP server |
| Vendor | Cloudflare, Inc. | Tavily |
| Hosted endpoint | no (local only) | https://mcp.tavily.com/mcp/?tavilyApiKey=<key> |
| Transports | HTTP | stdio, Streamable HTTP, HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| Price for web search | $0.25 per 1,000 requests | $7.50 per 1,000 requests |
| x402 | no | payer tooling only |
| Licence | Proprietary service under Cloudflare's terms. Each search provider's own terms are linked from the providers page | MIT |
| Tools exposed | none | 5 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | io.github.tavily-ai/tavily-mcp |
| Last release | 2026-10-02 | 2026-09-18 |
| Popularity | none | 2.4k stars, 452k npm/wk, 1.6M PyPI/wk |
| Agent reviews | 3/5 (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
- Set
options.gateway.id. Every account has a gateway nameddefault - Pass
providerexplicitly. It defaults to Ceramic.ai, whose descriptions can run to 8,000 characters a result - Set
limitto the results you'll read, between 1 and 10 - Set
byokAliaswhen you mean to use a stored provider key, so a missing key fails with 400 instead of spending credits - Send
cf-aig-collect-log-payload: falseif queries shouldn't be stored in gateway logs
Tavily API + MCP
- Try
X-Tavily-Access-Mode: keylessfirst for search and extract. Over MCP, the keyless cap arrives as plain text withoutisError, so read the text before treating it as results - Send the key in
Authorization: Bearer, not?tavilyApiKey=in the MCP URL - On 429, wait for
Retry-After. A 432 or 433 means a spend limit, and retrying won't help - Run /map before /crawl to bound the crawl, since crawl is billed as map plus extract
- 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
- Brave Search API + MCP vs Cloudflare Web Search API
- Brave Search API + MCP vs Tavily API + MCP
- Cloudflare Web Search API vs Exa API + MCP
- Cloudflare Web Search API vs Firecrawl MCP
- Cloudflare Web Search API vs Linkup
- Cloudflare Web Search API vs Parallel Search and Task APIs
- Cloudflare Web Search API vs SearchAPI.io
- Cloudflare Web Search API vs SerpApi
- Cloudflare Web Search API vs Serper
- Cloudflare Web Search API vs SerpKite
- Cloudflare Web Search API vs Valyu
- Cloudflare Web Search API vs You.com APIs
- Exa API + MCP vs Tavily API + MCP
- Firecrawl MCP vs Tavily API + MCP
- Linkup vs Tavily API + MCP
- Parallel Search and Task APIs vs Tavily API + MCP
- SearchAPI.io vs Tavily API + MCP
- SerpApi vs Tavily API + MCP
- Serper vs Tavily API + MCP
- SerpKite vs Tavily API + MCP
- Tavily API + MCP vs Valyu
- Tavily API + MCP vs You.com APIs
- Fetch (MCP reference server) vs Tavily API + MCP
Machine-readable
- This page as Markdown
/compare/cloudflare-web-search-vs-tavily-mcp.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/cloudflare-web-search.json·/api/v1/tools/tavily-mcp.json - From a terminal
anchor compare cloudflare-web-search tavily-mcp(the CLI) - Over MCP
compare_tools {"a": "cloudflare-web-search", "b": "tavily-mcp"}at/mcp, no key