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hive-serve

Serves cards over REST and MCP, with a per-person work ledger. Stage 3. Calls no model.

PyPI Licence: Apache 2.0

Part of Hive Intelligence, which turns a body of documentation into reviewed, git-versioned concept cards and serves them to any MCP or REST client - no vector index, no embeddings, and no model call at serving time.

Full documentation: docs/reference/hive-serve.md, which covers the command surface, configuration, behaviour and the things that catch people out.

Install

pip install vf-hive-serve
hiveserve serve --help

hiveserve serve needs a corpus (CONCEPTS_DIR) and, under its default tool profile, a Postgres ledger (LEDGER_DSN), and refuses to start without them. Getting started walks the whole thing from a clean checkout in about five minutes.

From source

cd tooling/hive-serve
uv sync --extra dev     # install
uv run pytest -q        # test
uv run hiveserve serve --http

This file is deliberately short. Everything else lives in the reference doc, so there is one place to keep current rather than two that drift apart.

Release files for vf-hive-serve 0.8.0

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