feat: results-inspector MCP core as an autofit[mcp] extra#1404
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Graduate the read-only results-inspector MCP core into PyAutoFit as an optional `autofit[mcp]` extra, so the two assistants import it instead of copying the byte-identical `tools.py` verbatim. New `autofit/mcp/`: tools (aggregator wrappers, autofit+autonerves only), server.core_server (FastMCP factory), bootstrap (config-pin + stdout routing, autonerves-only so a launcher can pin config before the autofit import), __main__ (standalone `python -m autofit.mcp`). The `mcp` package is an optional extra, never a core requirement. Closes #1403 Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Graduates the read-only results-inspector MCP core into PyAutoFit as an optional
autofit[mcp]extra, de-duplicating the byte-identicaltools.pythat was copied across both assistants.New
autofit/mcp/tools.py— the 7 aggregator-wrapper functions (imports autofit + autonerves only; no autoarray/autogalaxy/autolens).server.py—core_server()FastMCP factory registering those 7 tools.bootstrap.py—pin_config+route_logging_to_stderr, kept autonerves-only so a launcher can pin config before importing autofit.__main__.py— standalonepython -m autofit.mcp.pyproject.toml—mcp = ["mcp"]under optional-dependencies (never a core requirement).test_autofit/mcp/test_mcp_tools.py— the fixture test (real tinyaf.LBFGSfit; numpy-only).Verification
Standalone
python -m autofit.mcpcompletes a real MCP stdio handshake from a neutral CWD with a minimal env — gaussian-first ranking, clean stdout.test_autofit/mcppasses 10/10. Both assistants (PyAutoLabs/autofit_assistant + PyAutoLabs/autolens_assistant, companion PRs) import this core and pass their handshakes + tests. Also verified the config-pin overrides a poison config planted in the launch CWD.Merge first (the assistants import
autofit.mcp).Closes #1403
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