feat/embed mcp - #56
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vicentebolea
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Aug 27, 2026
vicentebolea
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- Add MCP tool-call support for local and text-emitting backends
- Support concurrent conversations, each owning its own state
- Add a console panel and data-file suggestions
- Key the editor on conversation only, to not break autocomplete
- Auto-translate natural language prompts to DSL via vtk-mcp
- Add --embed-mcp flag and CI build for vtk-prompt-with-mcp image
vtk-prompt can now launch a local vtk-mcp server automatically via --embed-mcp, so context enhanced generation works without a separately started server. Also adds scripts/vtk-prompt-with-mcp.Dockerfile, a self-contained image bundling Qdrant, vtk-mcp, and vtk-prompt, built and pushed to ghcr.io by CI on push to master and on release.
vtk-mcp is not on PyPI, and uv resolves all optional-dependency groups regardless of whether they are requested, so the plain vtk-mcp>=1.0.0 pin made every uv run/uv sync fail on this project. Drop the extra and document the git-based manual install instead.
vtk-prompt-ui now accepts --embed-mcp the same way the CLI does, launching and tearing down a local vtk-mcp server for the session. The container entrypoint gains a ui mode (docker run <image> ui) that launches the UI with --embed-mcp instead of the CLI, reusing the same Qdrant startup sequence. Also force VTK's OSMesa backend via VTK_DEFAULT_OPENGL_WINDOW, since the container has no X server and the default GLX backend segfaults even with offscreen rendering enabled.
…kout Simplifies the image build context down to just this repo: no more sibling vtk-mcp/ directory needed locally or in CI. Adds ARG VTK_MCP_REF to pin a branch/tag/commit, defaulting to master. Drops the now-unneeded second checkout step from the docker-deploy CI job.
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