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19 changes: 19 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -102,6 +102,25 @@ headroom perf

Granular extras: `[proxy]`, `[mcp]`, `[ml]`, `[code]`, `[memory]`, `[relevance]`, `[image]`, `[agno]`, `[langchain]`, `[evals]`, `[pytorch-mps]` (Apple-GPU memory-embedder offload — set `HEADROOM_EMBEDDER_RUNTIME=pytorch_mps`). Requires **Python 3.10+**.

### Codex / global install

If Codex or another MCP client cannot inherit a shell `PATH` reliably, install Headroom as a persistent uv tool and point the client at the absolute binary path:

```bash
uv tool install "headroom-ai[all]"
command -v headroom
```

Then use the returned path in MCP config:

```toml
[mcp_servers.headroom]
command = "/absolute/path/from/command-v/headroom"
args = ["mcp", "serve"]
```

`command = "headroom"` only works when the client starts with a `PATH` that already includes the uv tool directory.

## Proof

**Savings on real agent workloads:**
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