[mlir-python-mcp] Add MCP server for programmatic MLIR manipulation#443
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[mlir-python-mcp] Add MCP server for programmatic MLIR manipulation#443makslevental wants to merge 1 commit into
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A pip-installable MCP server (mlir-python-mcp) that provides Claude with programmatic access to the MLIR Python bindings via a persistent REPL. Tools (29 total): - Core REPL: execute_python, list_variables, session management - Pipeline workflow: run_pipeline, chain_pipeline, rewind, history - Discovery: list_dialects, list_ops, list_ir_apis, list_rewrite_apis, list_passes - IR manipulation: parse_mlir, walk_operations, inspect_op, get_op_info, create_func, symbol_lookup, verify_module, clone_module, replace_all_uses, erase_op, load/save_mlir_file Key features: - Pre-loaded namespace with all dialect builders (arith, func, scf, linalg, etc.) - Pipeline fluent builder with auto-generated methods for every registered pass - help()/dir() discovery for ops, types, and passes - 114 tests, 100% branch coverage via pytest-cov - CI integration in build_mlir_python_bindings_wheel.yml Also updates eudsl-python-extras passes.py (regenerated). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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PragmaTwice
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Jun 18, 2026
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A pip-installable MCP server that provides Claude with programmatic access to the MLIR Python bindings via a persistent REPL.
Tools (29 total):
Key features:
Also updates eudsl-python-extras passes.py (regenerated).
This is the spicier version of the upstream RFC because it lets the agent
execute_pythonto construct and manipulate the MLIR module. See README.md for more info.