Highlights
- Keeps memory search, context, remember, review, and other agent operations working without a background HTTP daemon.
- Prefers the shared daemon when it is healthy, then falls back to the same MCP application and durable local state in-process.
- Starts the authenticated dashboard server only when the owner opens the dashboard.
- Makes background service installation optional during guided setup.
- Reconciles externally edited Markdown before daemonless requests and hardens concurrent SQLite access with WAL mode, busy timeouts, and serialized migrations.
- Preserves explicit generated-state paths across direct and stdio runtimes for safe isolated Vaults and test environments.
Verification
- Ruff formatting and lint passed.
- Strict MyPy passed across 70 source files.
- 8 dashboard component tests and the TypeScript production build passed.
- 81 unit, 60 integration, 19 contract, and 15 end-to-end tests passed.
- Coverage passed at 86.05%.
- The release wheel contains the compiled dashboard, managed skills, MCP contract, and daemonless runtime.
Install this GitHub release
uv tool install --force "global-memory-mcp @ https://github.com/ozankasikci/global-agent-memory/releases/download/v0.1.7/global_memory_mcp-0.1.7-py3-none-any.whl"See CHANGELOG.md for the complete release notes.