I launched an MCP server on Product Hunt today. Its real user is the agent.

说明与用途

通过更新工具描述，代理脚本变得更高效，减少了重复请求和成本。

问题

Agents repeatedly called sub‑optimal web tools, wasting credits and time.

结果

Agents now use fewer calls, pay less per token, and handle bot walls gracefully, improving efficiency and cost control.

工作流

• Parse server call logs to identify redundant chains
• Rewrite tool descriptions to include cost and alternative usage
• Return markdown output to reduce token usage
• Report bot walls as blocks with vendor info
• Use local Ollama model by default for LLM tasks
• Add CrawlForge MCP to Claude via CLI command

证据

21% of calls repeated an identical call within 30 minutes.

来源

Use this to read one page - markdown by default, plus any of "html", "rawHtml", "text", "links", "metadata", ... all from one fetch.

来源

Raw HTML is mostly navigation, scripts and attributes the model has to read and then ignore.

来源