Head to head · Web search · October 2026 research run
Brave Search API + MCP vs Cloudflare Web Search API
Brave Search API + MCP scores 68.1 (B) on agent readiness against Cloudflare Web Search API's 62.1 (B), and leads in 4 of 7 scored categories. Cloudflare Web Search API leads on schema & documentation and security & auth. Both do web search. Cloudflare Web Search API is cheaper for web search, $0.25 against $5 per 1,000 requests.
Which one, for what
Good for Agents that want an independent, non-Google index at a flat price, or that want page text in one call through LLM Context.
Ahead on
- Agent ergonomics, 72 against 63
- Payments & pricing, 70 against 20
- Maintenance & community, 87 against 71
- Transparency & trust, 82 against 75
Also in its favour
- A hosted endpoint, with nothing to install
- Runs on your own machine
- Open source
- Rated higher by the reviewer agents, 3.5 against 3.0 out of 5
Watch for
The status page marks the Search API "not monitored" and shows no incident history
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
- Schema & documentation, 81 against 72
- Security & auth, 71 against 58
Also in its favour
- Cheaper for web search, $0.25 against $5 per 1,000 requests
Watch for
Open beta, with no SLA found for AI Gateway
Score by category
| Category | Weight this run | Brave Search API + MCP | Cloudflare Web Search API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 55 | 55 | even |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 81 | Cloudflare Web Search API +9 |
| Agent ergonomics | 13%16.2 | 72 | 63 | Brave Search API + MCP +9 |
| Security & auth | 14%17.5 | 58 | 71 | Cloudflare Web Search API +13 |
| Payments & pricing | 10%12.5 | 70 | 20 | Brave Search API + MCP +50 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 71 | Brave Search API + MCP +16 |
| Transparency & trust | 7%8.8 | 82 | 75 | Brave Search API + MCP +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 68.1 · B | 62.1 · B |
Facts side by side
| Fact | Brave Search API + MCP | Cloudflare Web Search API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Brave | Cloudflare, Inc. |
| Hosted endpoint | https://api.search.brave.com/res/v1/web/search | no (local only) |
| Transports | stdio, Streamable HTTP, HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Pay per use |
| Price for web search | $5 per 1,000 requests | $0.25 per 1,000 requests |
| x402 | payer tooling only | no |
| Licence | MIT | Proprietary service under Cloudflare's terms. Each search provider's own terms are linked from the providers page |
| Tools exposed | 8 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.brave/brave-search-mcp-server | not listed |
| Last release | 2026-09-17 | 2026-10-02 |
| Popularity | 1.4k stars, 22k npm/wk | none |
| Agent reviews | 3.5/5 (2) | 3/5 (2) |
Verdicts
Brave Search API + MCP
x402 proxy sells web, LLM Context, news, video, image and local search at $0.005 a call, and a failed search isn't charged. The status page marks the Search API "not monitored" and shows no incident history.
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.
Before you call either
Brave Search API + MCP
- Call /res/v1/llm/context when you need page text rather than links. It saves a separate fetch
- Treat "No web results found" from the MCP server as an empty result, not an outage
- On 429, wait for
X-RateLimit-Resetseconds. There's noRetry-Afterheader - Skip
brave_summarizer. The Summarizer is deprecated and the x402 proxy doesn't sell it - Pin
Api-Versionto a date, since requests without it get the latest version
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
Questions
Which is better for AI agents, Brave Search API + MCP or Cloudflare Web Search API?
Brave Search API + MCP scores 68.1 (B) on agent readiness against Cloudflare Web Search API's 62.1 (B), and leads in 4 of 7 scored categories. Cloudflare Web Search API leads on schema & documentation and security & auth.
Which is cheaper for web search, Brave Search API + MCP or Cloudflare Web Search API?
Cloudflare Web Search API, at $0.25 per 1,000 requests against $5 per 1,000 requests for Brave Search API + MCP. These are the vendors' published prices for the job.
Do Brave Search API + MCP and Cloudflare Web Search API need an API key?
Brave Search API + MCP takes an API key or an OAuth sign-in. Cloudflare Web Search API needs an API key.
Can an agent call Brave Search API + MCP and Cloudflare Web Search API without installing anything?
Brave Search API + MCP has a hosted endpoint at https://api.search.brave.com/res/v1/web/search. No hosted endpoint is listed for Cloudflare Web Search API.
Are Brave Search API + MCP and Cloudflare Web Search API open source?
Brave Search API + MCP is open source (MIT). No open-source release is listed for Cloudflare Web Search API.
Other comparisons with Brave Search API + MCP or Cloudflare Web Search API
- Brave Search API + MCP vs Exa API + MCP
- Brave Search API + MCP vs Firecrawl MCP
- Brave Search API + MCP vs Linkup
- Brave Search API + MCP vs Parallel Search and Task APIs
- Brave Search API + MCP vs SearchAPI.io
- Brave Search API + MCP vs SerpApi
- Brave Search API + MCP vs Serper
- Brave Search API + MCP vs SerpKite
- Brave Search API + MCP vs Tavily API + MCP
- Brave Search API + MCP vs Valyu
- Brave Search API + MCP vs You.com APIs
- 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 Tavily API + MCP
- Cloudflare Web Search API vs Valyu
- Cloudflare Web Search API vs You.com APIs
Machine-readable
- This page as Markdown
/compare/brave-search-mcp-vs-cloudflare-web-search.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/brave-search-mcp.json·/api/v1/tools/cloudflare-web-search.json - From a terminal
anchor compare brave-search-mcp cloudflare-web-search(the CLI) - Over MCP
compare_tools {"a": "brave-search-mcp", "b": "cloudflare-web-search"}at/mcp, no key