DMCP

This repository contains the Python package dmcp-server, which installs the dmcp-server command.

The MCP server exposes two tools:

• augument: rewrites a prompt with relevant history and knowledge from the SQLite memory database.
• rewrite: alias for augument.
• prompt: alias for augument.
• record: records a prompt/response pair and stores extracted knowledge in the SQLite memory database.

Create or update the local development environment:

uv sync

Validate the current API route config:

uv run dmcp-server validate-config dmcp-api.json

Run the MCP server over stdio:

uv run dmcp-server serve --db .dmcp/memory.sqlite3

Run it over Streamable HTTP:

uv run dmcp-server serve --transport http --host 127.0.0.1 --port 8000 --db .dmcp/memory.sqlite3

Run the curl-based HTTP smoke test:

make curl-test

Publish a built package to TestPyPI:

cp .env.example .env
# edit .env and set UV_PUBLISH_TOKEN
make publish-test

Publish a built package to PyPI:

make publish