TinyFish

TinyFish

TinyFish provides a unified platform and APIs (Search, Fetch, Browser, and Web Agent) that let AI models interact with the live web β€” returning structured, rendered, and authenticated web data for production-grade agents and automation workflows.

TinyFish is ai tools software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Free API 70/100
#477 in AI Agents (477 tools)
Just launched
Data reviewed Aug 17, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

AI Tools software for decision-makers comparing workflow fit and alternatives.

Best fit

AI Agents

Pricing snapshot

Free from Variable β€” search and fetch are included at 0 credits; agents and browser sessions consume credits (examples and volume pricing are shown on the site).

Next step

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TinyFish

TinyFish is a platform and API suite that gives AI models live access to the web via four integrated products: Search (real, browser-rendered web search returning structured JSON), Fetch (renders pages in a real browser and returns clean markdown/JSON/HTML), Browser (cloud browser sessions with stealth and persistent state), and Web Agent (multi-step, authenticated automation that navigates, fills forms, and extracts structured results). The product is aimed at teams and enterprises that need production-grade, up-to-date web data and automated workflows for tasks like monitoring, quoting, market intelligence, and QA.

TinyFish emphasizes a single API key and unified credit pool so users don’t stitch multiple vendors together. It targets workflows that require dynamic rendering, authenticated access, anti-bot handling, and reliable structured outputs for downstream models and pipelines.

The web operating layer for AI agents Discussion | Link

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Key Features

Search API

Real browser-rendered search that returns fresh results and structured JSON from dynamic pages and fast-changing sources (not cached).

Fetch API

Renders any URL in a real browser and returns clean, token-efficient output as markdown, JSON, or HTML for downstream models and pipelines.

Web Agent

Multi-step web automation that can navigate pages, fill forms, authenticate, and extract structured results. Publicly benchmarked (Mind2Web) for high agent accuracy.

Browser API

Cloud browser sessions with stealth engine-level patches, persistent state, sub-250ms cold starts, and the ability to bypass bot protections and login walls.

Unified API Key & Credit Pool

One API key, one credit pool, and one platform that decides which product to use β€” removing the need to coordinate multiple SDKs, auth flows, and billing dashboards.

Stealth & Anti-bot Techniques

C++ patches compiled into the Chromium binary (not JS injection) to improve anti-bot pass rates across services like Akamai and Cloudflare.

Authentication & Vault Integration

Vault integration allows agents to log into portals and navigate authenticated dashboards without exposing credentials to the LLM.

MCP-native & SDK Support

MCP-native integrations and SDKs (examples include Python SDK and MCP configuration snippets) so TinyFish works with MCP-compatible clients and model servers.

Pricing

Free Tier Available

500 free credits to start; web search and page fetching are free (0 credits).

Credit-based billing

Variable β€” search and fetch are included at 0 credits; agents and browser sessions consume credits (examples and volume pricing are shown on the site).
  • Search and Fetch: 0 credits (free)
  • Agent steps and browsing consume credits (example: 1 credit = 1 agent step or 4 minutes browsing)
  • Single credit pool across products

Use Cases

Real-time monitoring and alerts

Use Search and Fetch for breaking news, pricing shifts, earnings monitoring, and fresh market data that require live web access.

Insurance quoting automation

Deploy agents to log into carrier portals, fill forms, extract quotes, and flag premium changes β€” demonstrated with a Q2 renewals report example.

Competitive price monitoring

Monitor dynamic product catalogs, scrape and structure price sheets from multiple vendors, and detect price changes at scale.

Social listening & market intelligence

Gather crowd-sourced sentiment and public web signals to fill intelligence gaps for revenue analytics or market research.

Autonomous QA testing

Use browser sessions and agents to build autonomous QA flows that interact reliably with dynamic sites and dashboards.

Restricted/gated data extraction

Access authenticated vendor portals and gated content using browser sessions and Vault-based credential handling.

Integrations

MCP & Model Clients

MCP-native β€” works with Claude, Cursor, and any MCP-compatible client via MCP configuration.

Model Registry / MCP Servers

Examples and registry entries for OpenClaw, ChatGPT, Grok, Claude, Vercel, Cursor (MCP Registry referenced).

SDKs & Plugins

Python SDK and community plugins (example: Dify plugin) and SDK examples in the Cookbook.

Vault

Vault integration to manage credentials for authenticated site access without exposing secrets to LLMs.

Benefits

Live, up-to-date web access and structured outputs instead of cached or markdown blobs.
Single API key and unified credit pool reduces integration and billing complexity across search, fetch, browser, and agents.
Designed for production reliability with stealth browsing, persistent state, and benchmarks supporting high agent accuracy.

Limitations

No verified limitations are available.

Frequently Asked Questions

How is this different from other tools?
TinyFish integrates Search, Fetch, Browser, and Agent into one platform and API key, whereas most alternatives are point solutions that only provide one of those capabilities.
Why would I use this instead of my LLM's built-in web search?
TinyFish hits Google's actual live index through a real browser (not a secondary index or cached results) and returns typed JSON objects rather than markdown blobs.
What does 'stealth' mean?
Stealth refers to C++ patches compiled directly into the Chromium binary (not JS injection) so bot detection services see a real browser; TinyFish reports an 85% pass rate across major anti-bot providers.
How accurate is the Agent?
TinyFish cites 89.9% overall on Mind2Web, an industry-standard benchmark for web agents, with 81.9% on hard tasks; all 300 runs are open-sourced and independently verifiable.
Can agents authenticate into websites?
Yes β€” Vault integration lets agents log into portals, navigate authenticated dashboards, and extract gated content without exposing credentials to the LLM.

Getting Started

  1. 1 Get an API key β€” click Get your API key / Start free with Search and Fetch.
  2. 2 Read the docs and API reference to see Search, Fetch, Browser, and Agent endpoints and examples.
  3. 3 Use the provided SDKs or MCP configuration to integrate TinyFish into your agent or model stack.
  4. 4 Start with the free credits (500 free credits) and run Search/Fetch (0 credits) or run agents/browser sessions which consume credits.

Support

docs

Documentation, API reference, guides, and Cookbook examples accessible from the site (View docs link).

blog

Product updates and insights available via the Blog and Pulse pages.

contact

Contact Us link on the site for sales and enterprise inquiries.

API

Available: Yes

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