{"repo":"universal-tool-calling-protocol/code-mode","free":true,"listed":false,"github":"https://github.com/universal-tool-calling-protocol/code-mode","clone":"git clone https://github.com/universal-tool-calling-protocol/code-mode.git","description":"🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.","language":"TypeScript","stars":1527,"topics":["ai-agents","codemode","mcp","model-context-protocol","toolchain","utcp"],"license":"MPL-2.0","category":"mcp-servers","readme_excerpt":"🤖 Code-Mode Library: First library for tool calls via code execution Transform your AI agents from clunky tool callers into efficient code executors — in just 3 lines. Why This Changes Everything LLMs excel at writing code but struggle with tool calls. Instead of exposing hundreds of tools directly, give them ONE tool that executes TypeScript code with access to your entire toolkit. Apple, Cloudflare, and Anthropic say that Code-Mode is a more efficient way to approach tool calling compared to the traditional dump function information and then extract a JSON for function calling. Benchmarks Independent Python benchmark study validates the performance claims with $9,536/year cost savings at 1,000 scenarios/day: Scenario Complexity Traditional Code Mode Improvement --------------------- ------------- ----------- ---------------- Simple (2-3 tools) 3 iterations 1 execution 67% faster Medium (4-7 tools) 8 iterations 1 execution 75% faster Complex (8+ tools) 16 iterations 1 execution 88% faster Why Code Mode Dominates: Batching Advantage - Single code block replaces multiple API calls Cognitive Efficiency - LLMs excel at code generation vs. tool orchestration Computational Efficiency - No context re-processing between operations Getting Started Get Started in 3 Lines That's it. Your AI agent can now execute complex workflows in a single request instead of dozens. What You Get Progressive Tool Discovery Natural Code Execution Auto-Generated TypeScript Interfaces Enterprise-Ready -","default_branch":null,"files":null,"tree":[],"storefront":"/r/universal-tool-calling-protocol","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/universal-tool-calling-protocol/code-mode/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}