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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An implementation of the Codemode workflow detailed by Cloudflare.
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!
Mcptoon
github.comToken-efficient MCP CLI client
Code Index MCP
github.comCodebase Indexing Server for LLMs
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.