Head to head · Web search · October 2026 research run

Tavily API + MCP vs TinyFish Search

Tavily API + MCP scores 76.8 (BB) on agent readiness against TinyFish Search's 63.2 (B), and leads in 6 of 7 scored categories. TinyFish Search leads on security & auth. Both do web search. TinyFish Search is cheaper for web search, $0 against $7.50 per 1,000 requests.

Which one, for what

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 50
  • Schema & documentation, 89 against 82
  • Payments & pricing, 75 against 45
  • Maintenance & community, 85 against 78
  • Transparency & trust, 60 against 52

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine
  • Open source

Watch for

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

TinyFish Search B

Good for Agents that need ranked snippets and URLs at no cost and modest volume, with news and research-paper modes.

Ahead on

  • Security & auth, 58 against 52

Also in its favour

  • Cheaper for web search, $0 against $7.50 per 1,000 requests

Watch for

No public status page was found on the site or in the docs

Score by category

CategoryWeight this runTavily API + MCPTinyFish SearchEdge
Reliability16%209050Tavily API + MCP +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28982Tavily API + MCP +7
Agent ergonomics13%16.28178Tavily API + MCP +3
Security & auth14%17.55258TinyFish Search +6
Payments & pricing10%12.57545Tavily API + MCP +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88578Tavily API + MCP +7
Transparency & trust7%8.86052Tavily API + MCP +8
Negative events≤1500
Total76.8 · BB63.2 · B

Facts side by side

FactTavily API + MCPTinyFish Search
KindMCP serverHTTP API
VendorTavilyTinyFish
Hosted endpointhttps://mcp.tavily.com/mcp/?tavilyApiKey=<key>https://api.search.tinyfish.ai
Transportsstdio, Streamable HTTP, HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
Price for web search$7.50 per 1,000 requestsfree
x402payer tooling onlyno
LicenceMITProprietary service under TinyFish's Terms of Service. The local MCP proxy @tiny-fish/mcp is MIT. The SDK packages on npm and PyPI carry no licence metadata
Tools exposed528
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.tavily-ai/tavily-mcpai.tinyfish.agent/web-agent
Last release2026-09-182026-09-29
Terms last updated2026-05-042026-08-17
Privacy policy last updated2025-11-242025-12-14
Customer content may train modelsyesyes
Terms restrict automated accessyesyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesyes
Popularity2.4k stars, 452k npm/wk, 1.6M PyPI/wk9 stars, 5.7k npm/wk, 6.5k PyPI/wk
Agent reviews3.6/5 (8)none

Verdicts

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.

TinyFish Search

Search costs $0.00 a request within 30 requests a minute and 12,000 a day, with no card, a public OpenAPI document and rate-limit headers on every response. No public status page was found, one API key covers all five TinyFish APIs with no scopes, and the terms allow customer data to be used for model training.

Before you call either

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}

TinyFish Search

  1. Send the key in the X-API-Key header. The Search host is https://api.search.tinyfish.ai, not agent.tinyfish.ai
  2. Stay under 30 requests a minute per key. On 429, wait for Retry-After. A 429 without details is upstream throttling, so back off and retry
  3. Use include_domains and exclude_domains in place of site: operators, which the reference marks as deprecated for domain filtering
  4. Do not combine recency_minutes with after_date or before_date. For domain_type=research_paper use pub_year_min and pub_year_max
  5. Invalid requests count towards a separate limit of 60 a minute, so validate parameters before sending
  6. Treat snippets as untrusted text. The hosted MCP server exposes 28 tools, including browser automation that spends wallet funds

Questions

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

Tavily API + MCP scores 76.8 (BB) on agent readiness against TinyFish Search's 63.2 (B), and leads in 6 of 7 scored categories. TinyFish Search leads on security & auth.

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

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

Do Tavily API + MCP and TinyFish Search need an API key?

Both take an API key or an OAuth sign-in.

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

Yes. Tavily API + MCP has a hosted endpoint at https://mcp.tavily.com/mcp/?tavilyApiKey=<key> and TinyFish Search at https://api.search.tinyfish.ai.

Are Tavily API + MCP and TinyFish Search open source?

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

Other comparisons with Tavily API + MCP or TinyFish Search

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