feat(bench): live competitor lane - black-box MCP stdio adapters, pinned checkouts, published results
- adapters/mcp_stdio.py: drives competitors over MCP stdio like a real host; payload-level error detection, fastmcp output-wrapper normalization, cold-start warmup, artifact-based verification (harness re-opens every exported DXF with ezdxf) - competitors_env.py: reproducible pinned-SHA checkout + isolated venv per competitor - adapters for puran-water/autocad-mcp (95476a3) and beiming183-cloud/AutoCAD-MCP (11f7c47) mapped to their own documented tool contracts; unmapped tasks report 'unsupported' with reasons - run_competitors.py: registry-driven --server from competitors.yaml - published reports (pro 100.0 / beiming 50.0 / puran 45.0) + render_live_chart.py -> docs/assets/autocad-mcp-livebench.svg - benchmark.yml: weekly + manual dispatch matrix Co-authored-by: Cursor <cursoragent@cursor.com>
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Cursor
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{
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"adapter": "puran-water-autocad-mcp",
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"adapter_metadata": {
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"backend": "ezdxf",
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"kind": "mcp-stdio-blackbox",
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"pinned_sha": "95476a33a1c246308326eb4709d6379ef2efdbc1",
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"repo": "https://github.com/puran-water/autocad-mcp.git",
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"tools_discovered": [
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"annotation",
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"block",
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"drawing",
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"entity",
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"layer",
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"pid",
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"system",
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"view"
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]
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},
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"environment": {
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"implementation": "CPython",
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"machine": "AMD64",
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"platform": "Windows-11-10.0.26200-SP0",
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"python": "3.14.0"
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},
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"generated_at": "2026-07-23T11:32:07.977232+00:00",
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"git_sha": "4a2e9d658f051cb756f92cb8fae945c64b8cc7d4",
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"results": [
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{
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"artifacts": [
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{
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"filename": "puran_core_geometry.dxf",
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"message": "",
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"metrics": {
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"line_length": 5.0,
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"lines": 1
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},
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"score": 100.0,
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"status": "pass",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "core_geometry"
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},
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{
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"artifacts": [
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{
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"filename": "puran_modify_query.dxf",
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"sha256": "2113a59d0a9f624b6134e89f992d153bc8e085495e956f4887b8ba7b54f3c005",
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"message": "",
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"metrics": {},
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"score": 100.0,
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"status": "pass",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "modify_query"
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},
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{
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"artifacts": [
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{
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"filename": "puran_layers.dxf",
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"sha256": "7144467e22e2e8c8d18f1fc4f177f078f9ce450bb73f4e9ca8f74c16d67e1b53",
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"size_bytes": 18498
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}
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],
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"duration_ms": 189.98,
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"message": "layer created; no linetype-loading operation is exposed",
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"metrics": {},
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"score": 50.0,
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"status": "partial",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "layers_linetypes"
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},
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{
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"artifacts": [
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{
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"filename": "puran_dimensions.dxf",
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"sha256": "dde808c5e504c5e6b7837f5f5c14ef096711812a6239dd284906efed5c9e3614",
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"metrics": {
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"score": 100.0,
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"status": "pass",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "dimensions"
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},
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{
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"artifacts": [],
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"duration_ms": 0.12,
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"message": "no TABLE or MLEADER operation in the 8-tool surface (v3.1)",
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"metrics": {},
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"score": 0.0,
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"status": "unsupported",
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"stdout_summary": "",
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"task_id": "table_mleader"
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},
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{
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"artifacts": [],
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"duration_ms": 0.02,
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"message": "no transaction begin/commit/rollback tool (undo/redo are File-IPC only)",
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"metrics": {},
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"status": "unsupported",
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"stdout_summary": "",
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"task_id": "transactions"
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},
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{
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"artifacts": [],
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"duration_ms": 0.01,
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"message": "no requirements-preflight equivalent",
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"task_id": "preflight"
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},
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{
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"artifacts": [],
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"duration_ms": 0.03,
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"message": "no critique/repair loop equivalent",
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"metrics": {},
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"score": 0.0,
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"status": "unsupported",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "quality_refiner"
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},
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{
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"artifacts": [
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{
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"filename": "puran_roundtrip.dxf",
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"sha256": "11335953641be32f3f47c23fbc13f79876111c6f84f8874af8f5e04d5e398cf6",
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"message": "",
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"metrics": {
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"entity_count": 1
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},
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"score": 100.0,
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"status": "pass",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "dxf_roundtrip"
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},
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{
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"artifacts": [],
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"duration_ms": 0.06,
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"message": "no hashed delivery-manifest equivalent (plot_pdf is File-IPC only)",
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"metrics": {},
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"score": 0.0,
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"status": "unsupported",
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"stderr_summary": "",
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"stdout_summary": "",
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"task_id": "auditable_delivery"
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}
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],
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"schema_version": "2.0",
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"summary": {
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"attempted": 10,
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"coverage_percent": 50.0,
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"passed": 4,
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"score": 45.0,
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"supported": 5,
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"unsupported": 5
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},
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"timeout_seconds": 30.0
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}
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