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Code Mode

Slash MCP token usage by 68%. 🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution. LLMs are great at writing code but struggle with writing tool calls.

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  1. I built an MCP server using Cloudflare's code mode pattern

    github.com

    An implementation of the Codemode workflow detailed by Cloudflare.

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  2. Calling tools w/ Python improves LLM perf. vs MCP (77.1% on BrowseComp)

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    If agent's tools are exposed as functions/objects in a Python REPL (as opposed to JSON schemas) they perform better, I linked the explainer article we wrote, but if you want to jump straight in check out the docs!

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  3. Mcptoon

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    Token-efficient MCP CLI client

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  4. Code Index MCP

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    Codebase Indexing Server for LLMs

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  5. LLM Function Calling Library to Interact with File, Shell, Git and Code

    swekit.dev

    I noticed a typical pattern while building local agents: creating & perfecting LLM tools to interact with system or codebase was the repeated and time-consuming.

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