TinyFish

Web infrastructure for AI agents to navigate, authenticate, and automate web workflows at scale.

Developer ToolsLaunched Sep 2026

The story

TinyFish is a unified web operations platform built for AI agents and AI applications. It enables developers to search the live web, extract clean structured content, browse dynamic websites, and automate authenticated workflows through a single platform. By providing reliable access to current web data and web interactions, TinyFish helps AI systems deliver more accurate answers, reduce operational complexity, and scale production workloads.

Overview

TinyFish is a web infrastructure platform designed to give AI agents reliable access to the live web. It provides four complementary APIs: Search returns fresh, structured results from dynamic pages; Fetch renders pages in a real browser and returns clean markdown or JSON; Browser offers authenticated, stealth-enabled cloud sessions that bypass anti-bot protections; and Agent orchestrates multi-step web workflows with 89.9% accuracy on benchmark tasks. The platform is built for teams automating complex web interactions at scale, from insurance quoting and competitive price monitoring to social listening and autonomous QA testing. Rather than stitching together multiple vendors, TinyFish consolidates search, content extraction, browser automation, and agent orchestration into one API, one wallet, and one authentication system. It integrates natively with ChatGPT, Gork, Claude, Cursor, and other MCP-compatible clients, as well as custom integrations via direct API access.

Key features

Search API

Returns fresh, structured web search results from dynamic pages and real-time sources, never cached, with results in JSON format.

Fetch API

Renders pages in a real browser and returns clean markdown, JSON, or HTML stripped of unnecessary markup for efficient downstream processing.

Browser API

Provides authenticated cloud browser sessions with stealth protections, sub-250ms cold starts, and engine-level anti-detection for vendor portals and protected sites.

Web Agent API

Orchestrates multi-step web automation including navigation, form filling, authentication, and structured data extraction with 89.9% benchmark accuracy.

Unified API Key

Single authentication and billing system across all four APIs with one wallet, eliminating the need for multiple SDKs and separate configurations.

MCP Integration

Native support for Claude, Cursor, and any MCP-compatible client, with direct API available for custom integrations.

Use cases

1
Insurance Quoting Automation
Automate retrieval of quotes from multiple carriers by searching rate sheets, fetching pricing data, and navigating authenticated portals to extract structured quotes.
2
Competitive Price Monitoring
Monitor competitor pricing across dynamic e-commerce and SaaS sites by rendering pages, extracting current prices, and tracking changes over time.
3
Real-Time Market Intelligence
Gather breaking news, earnings data, and market-moving information from live web sources with fresh search results and clean content extraction.
4
Autonomous QA Testing
Run automated testing workflows that navigate web applications, fill forms, authenticate into systems, and verify expected outcomes at scale.

FAQ

What makes TinyFish different from other web automation tools?

TinyFish combines search, content extraction, browser automation, and agent orchestration into one unified platform with a single API key and wallet. It handles dynamic pages, authenticated flows, and anti-bot protections with production-grade reliability and 89.9% accuracy on complex web tasks.

Can TinyFish bypass anti-bot protections?

Yes. The Browser API includes engine-level stealth protections and achieves an 85% anti-bot pass rate with 99.3% detection coverage, enabling access to sites protected by Cloudflare, Akamai, and similar services.

How does pricing work?

TinyFish uses a unified Wallet system across all four APIs. Search and Fetch are free at any wallet balance and never draw from it. Agent and Browser usage is metered and billed from the wallet.

Does TinyFish integrate with AI frameworks like Claude?

Yes. TinyFish is MCP-native and works directly with Claude, Cursor, and any MCP-compatible client. It also offers a direct API for custom integrations in Python, Node, and other languages.

What is the cold start time for browser sessions?

Browser sessions have sub-250ms cold starts, enabling fast execution of web workflows at scale without significant latency overhead.