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Install

git clone https://github.com/idss-mesa/mesa-anyjev
cd mesa-anyjev
uv sync --all-extras --no-extra hf     # everything except local CUDA weights
uv run mesa-anyjev doctor

Python 3.11 or newer. anyjev, mesa-mcp and mesa-ducklake come from pinned git commits (pyproject.toml, [tool.uv.sources]); none of them is on PyPI at a usable version.

Extras

Extra Adds When
gateway transformers (tokenizer only) Deciding through the CARC LiteLLM gateway (L0, L1).
hf torch, transformers, accelerate Local hidden states for L2 on a CUDA host (Local weights).
claude anthropic The Claude planner and structured-output provider (M2+).
pg psycopg The Postgres provenance sidecar (production).
e2e mcp The end-to-end test over MCP stdio (M4).

The gateway is reached only over a loopback SSH tunnel; see RESEARCH.md in the repository for the hosts, the served models and what the gateway does and does not pass through.