treg.to / Catalog / TinyFish
9 tools · from $0.016-$8/success · $0.000 markup · 32 calls measured · 100% ok · 2.5s median

TinyFish: 9 tools from $0.016-$8/success

Search and fetch the web, or run an asynchronous browser agent toward a stated goal. 9 tools for your agent through one treg.to key, priced at the provider's own rate from $0.016-$8/success, with no TinyFish signup.
Start freeSee all 9 toolsAPI docs ↗
$1.00 of free credit once per new verified account · no card · platform tools need no provider signup
7 of 9 tools on this page are live-verified against the provider.
works in
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
What your agent can now do

TinyFish, one prompt away

AGENT
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
search the open web by meaning or keyword✓
search recent news articles by topic✓
search research papers and publications✓
→
▚ treg
$ treg call tinyfish.web.fetch
✓ 200 · free
$ treg call tinyfish.web.search
✓ 200 · free
$ treg call tinyfish.web.agent.run
✓ 200 · $0.016-$8/success
$ _
→
TinyFishNO SIGNUP
Search and fetch the web, or run an asynchronous browser agent toward a stated goal.
⚒ 9 TOOLS · metered per call

SEO · https://agent.tinyfish.ai

Set up

Set up TinyFish in Claude Code, Codex or any agent

1Give this to your agent
in your agent's chat
set up treg — https://treg.to/llms.txt
2Or add the MCP server yourself
claude code
claude mcp add --transport http treg https://treg.to/mcp

ChatGPT

Settings → Connectors → add https://treg.to/mcp as a custom connector.

Grok bot

Add https://treg.to/mcp as a remote MCP connector in its tool settings.

Claude Desktop

Settings → Connectors → Add custom connector → https://treg.to/mcp.

Cursor, Codex, any MCP client

Point it at https://treg.to/mcp (HTTP transport).

CLI

curl -fsSL https://treg.to/install.sh | sh

Plain HTTP

LangChain, CrewAI or any code: /call/<tool-id> with a Bearer token. No SDK.

Try it

What's the best way to ask?

the prompt
Using treg, search the open web by meaning or keyword. Show me the price first.

Run one directly

a live-verified call
treg call tinyfish.web.fetch --method POST --data '{"urls":["https://example.com"],"format":"markdown","links":true,"ttl":0}'
Why treg.to

Why call TinyFish through treg.to

No TinyFish signup

Eligible tools run on treg.to's key, metered per call from a prepaid balance.

Price before the call

The provider's own rate, $0.000 markup. How billing works.

No subscription, no seats

Platform calls are charged per call. $1.00 free per new team, no card to start.

Your own TinyFish key is free

Register it and those calls are never metered. Your key always wins.

Switch by changing a word

Another provider is a different word in the prompt, not a new integration.

One key, the whole catalog

The same token calls Exa, LimaData, Tavily and 3,233 other tools.

The shelf

All 9 TinyFish tools

Open web & SEO data · 9 tools
  • Run a browser agent · Platform + BYOK · live-verified · $0.016-$8/success
    Start an asynchronous browser agent on a URL and have it work toward a natural-language goal. tinyfish.web.agent.run
    TinyFish publishes $0.016 per Agent step. COMPLETED, FAILED, and CANCELLED runs settle from the terminal num_of_steps value, so a zero-step terminal response costs $0 while completed work remains billable; a completed live run reported 3 steps and reduced the wallet by exactly $0.048, and a cancelled live run reported 0 steps with no wallet change.
  • Cancel a browser-agent run · Platform + BYOK · helper · live-verified · free
    Stop a pending or running Agent run; completed steps remain billable upstream. tinyfish.web.agent.run.cancel
    The cancel request itself is free; any Agent steps already completed belong to the original run.
  • Check a browser-agent run · Platform + BYOK · helper · live-verified · free
    Read an Agent run's state, step count, result, and captured step metadata. tinyfish.web.agent.run.get
    Reading a run does not start another Agent run.
  • Fetch clean page content · Platform + BYOK · live-verified · free
    Fetch up to ten URLs as Markdown, HTML, or structured JSON, with optional links, metadata, and selectors. tinyfish.web.fetch
    TinyFish lists Fetch at $0.00 per URL; a live fetch left the wallet unchanged.
  • Search the open web · Platform + BYOK · live-verified · free
    Search the web by keyword or meaning, with domain, language, location, and date filters. tinyfish.web.search
    TinyFish lists Search at $0.00 per request; a live call left the wallet unchanged.
  • Search recent news · Platform + BYOK · live-verified · free
    Search TinyFish's news index with optional recency, date, domain, language, and location filters. tinyfish.web.search.news
    TinyFish lists Search at $0.00 per request; the news index uses the same free endpoint.
  • Search research publications · Platform + BYOK · live-verified · free
    Search research papers by topic, publication year, domain, language, and date. tinyfish.web.search.publications
    TinyFish lists Search at $0.00 per request; the research-paper index uses the same free endpoint.
  • Retrieve Agent step HTML · Platform + BYOK · helper · free
    Retrieve the HTML captured for one step of a run that requested HTML capture. tinyfish.web.agent.step.html
    Retrieving existing captured HTML is free.
  • Retrieve an Agent step screenshot · Platform + BYOK · helper · free
    Retrieve the JPEG screenshot captured for one step of a run that requested screenshots. tinyfish.web.agent.step.screenshot
    Retrieving an existing captured screenshot is free.

Reliability badges come from live traffic through treg.to. Live-verified means a successful provider check; it does not verify every request variant.

Related

Same jobs, other providers

These providers answer some of the same capabilities as TinyFish. The platform pages show them on one row with rate and coverage; choosing is yours, treg.to does not route between providers automatically.

also on the catalog
ExaLimaDataTavily
Questions

Before you start

Do I need a TinyFish account?

No. Eligible tools run on treg.to's key and the call is metered from your team's prepaid balance, priced up front. If your team registers its own TinyFish key, that key always wins and those calls are never metered.

What does a call cost?

Each tool on this page shows its rate; the cheapest is $0.016-$8/success. The rate is the provider's own and treg.to adds no markup; it is billed per call from a prepaid balance. It is not TinyFish's subscription pricing, which is on their own site. New teams start with $1.00 of free credit.

How do I add TinyFish to Claude Code?

Run: claude mcp add --transport http treg https://treg.to/mcp. One MCP server carries TinyFish and the rest of the catalog.

Which frameworks does it work with?

Anything that speaks MCP (Claude Code, Claude Desktop, ChatGPT, Codex, Cursor, Grok) and anything that can make an HTTP request (LangChain, CrewAI, LlamaIndex, plain code).

Is this the official TinyFish MCP server?

No. treg.to serves TinyFish's real API through its own metered proxy: the request is the provider's own, the credential is injected server-side, and the answer is relayed verbatim. The official TinyFish channels are linked above.