Open-source 'LLM Tools' aims to organize messy AI agent tool setups

LLM Tools is an open-source project that makes it easier to install and manage the Python tools that AI agents rely on. Giving a single agent one tool is simple, but keeping many tools installed, documented, versioned, and working across several agents is not.

In practice, projects often start by copying tool files around, which leads to large nested folders, duplicated API clients, hardcoded endpoints, stale Git clones, and multiple versions of the same tool living side by side. Every agent framework also expects a different schema for defining tools, so moving an agent to a new computer means re-finding and reinstalling everything from scratch.

Because there's no standard client-side package format, an LLM can't reliably install these tools on its own. LLM Tools addresses this by standardizing where each tool lives, which version is in use, and what arguments or data format (JSON, XML, etc.) each tool expects.