ToolForge

ToolForge is an autonomous AI agent that solves a core limitation of traditional AI: being stuck with only the tools it was given. Instead of a fixed set of integrations, ToolForge starts with nothing and builds what it needs on the fly. Its Planner agent checks existing tools first, then either routes through Composio's 150+ integrations or spins up the Builder agent to write custom code from scratch, test it, and verify it — no human needed. Every tool built gets stored in a Snowflake registry, so the agent compounds knowledge over time. Orchestrated by CrewAI, reasoned over by Llama via Snowflake Cortex, and capable of autonomously paying for APIs through Skyfire — ToolForge is one of the few agents that truly operates end-to-end.