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The MCP server config used `python -m mempalace.mcp_server` which fails when mempalace is installed via pipx or uv, since the system python cannot find the module in the isolated venv. Adding a `mempalace-mcp` console_scripts entry point ensures the MCP server works regardless of installation method (pip, pipx, uv, conda). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>