Everything here is permissively licensed — MIT by default, with some repos inheriting upstream licenses (e.g., Apache-2.0). Fork it, improve it, run your business on it.
These general tools drive the rest of our infrastructure. They’re designed to be fast, efficient, and (relatively) easy to use.
| Name | Purpose | License |
|---|---|---|
| Ensemble | Unified interface to all major LLMs. | MIT |
| Task | Expands Ensemble to perform intelligent, reflective task execution. | MIT |
| Magi | Orchestrates Tasks with a persistent chain of thought — Mostly Autonomous Generative Intelligence. | MIT |
These tools are designed for specific tasks and outcomes.
| Name | Purpose | License |
|---|---|---|
| Code | Command-line coding agent (maintained fork of openai/codex). | Apache-2.0 |
| MCP Tools | A growing set of MCP tools to speed up development. | MIT |
| Search | Meta search engine that queries multiple providers at once. | MIT |
| Crawl | Read pages/sites and convert to clean Markdown fast. | MIT |
| Code Context | Analyzes a repo’s architecture/history to unlock truly autonomous code integration. | MIT |
| Benchmark | Benchmarks on Ensemble/Task to compare models and features. | MIT |