TinyFish Unifies Web Tools for Reliable AI Agents
TinyFish delivers Search, Fetch, Browser, and Agent under one API key, reducing tokens 87% per operation (100 vs 1,500) and achieving 2x higher multi-step task completion via CLI over fragmented tools.
Slash Token Pollution and Boost Efficiency in Agent Pipelines
AI agents fail on live web tasks like fetching competitor pricing or automating JS-heavy sites due to fragmented tools polluting context windows with 1,500+ tokens of ads, nav, and markup per fetch. TinyFish Fetch renders pages in a full browser and extracts only clean Markdown or JSON content, using just 100 tokens per operation—an 87% reduction. Unlike MCP tools that dump output directly into the agent's context, TinyFish CLI writes results to filesystem, letting agents read selectively. This enables Unix pipes for composability in multi-step workflows, yielding 2x higher task completion rates versus MCP. Use CLI for production: npm install -g @tiny-fish/cli, then run commands like tinyfish fetch https://example.com to get structured output without bloating LLM context.
Eliminate Vendor Glue Code with End-to-End Ownership
Fragmented stacks (e.g., Browserbase relying on Exa for search, Firecrawl's unreliable agents) force custom retry logic, fallbacks, and validation across boundaries—search finds unrenderable pages, fetch yields unparsable content, browsers lose session state. TinyFish owns all layers in-house: Web Search, Fetch, Browser, Agent under single API key and credit system, maintaining consistent IP, fingerprint, and cookies across steps to evade detection. This provides full signal on failures (what was searched/fetched), impossible with third-party deps. Result: No integration overhead; agents handle complex workflows like multi-site pricing extraction natively.
Onboard AI Coders Instantly via Skills and Cookbook
Skip SDKs: Install Agent Skill with npx skills add https://github.com/tinyfish-io/skills --skill tinyfish to teach tools like Claude Code, Cursor, or OpenClaw how to call TinyFish CLI autonomously. Prompt your agent to "get pricing from five sites," and it invokes search/fetch/browser/agent commands, writing structured files—no manual code. Backed by $47M Series A from ICONIQ, platform offers 500 free steps at tinyfish.ai. Open-source cookbook at github.com/tinyfish-io/tinyfish-cookbook provides workflows; CLI docs at docs.tinyfish.ai/cli cover all endpoints.