# TinyFish升级AI Agent基础设施，较MCP节省87% token

- 来源：TestingCatalog News 🗞 (@testingcatalog)
- 发布时间：2026-04-15 00:03
- AIHOT 链接：https://aihot.virxact.com/items/cmnytbuup00qgsl0fjisuww9r
- 原文链接：https://x.com/testingcatalog/status/2044084061962899786

## AI 摘要

TinyFish从单一web agent扩展为完整基础设施平台，提供Search、Fetch、Browser、Agent四大工具实时操作网页。支持Claude Code与OpenClaw等coding agents通过CLI和Skill文件直接调用，相比MCP减少87% token消耗，复杂多步任务完成率提升2倍，且输出直接写入文件系统而非上下文窗口。全栈自建，单一API key即可访问。

## 正文

TinyFish expanded from one web agent to a complete infrastructure platform for AI agents operating on the live web， with access to Search， Fetch， Browser， and Agent tools！

> All working in parallel， with a CLI and a Skill file that hands every capability to coding agents like Claude Code and OpenClaw straight from the terminal.

> They mention 87% fewer tokens per operation vs MCP， 2x higher task completion on complex multi-step tasks， & output writes to the filesystem， not your context window.

### 引用推文

> TinyFish：Give your AI agents access to the entire live web. Web Search, Fetch, Browser, and Agent. Four web primitives. One API key. Every layer built in-house. And we'r...