Add Bilig WorkPaper formula readback server#70
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Summary
POST /forecast/readbackfor writing one spreadsheet input, recalculating formulas, and returning verified before/after readback proof.Why
OpenAPI-compatible agents sometimes need spreadsheet-backed business logic, but UI automation and cached XLSX formula values are hard to trust. This server gives Open WebUI users a typed API that fails closed unless Bilig returns
verified: true.Related Bilig setup guide
Bilig now has a first-party Open WebUI setup page covering native Streamable HTTP MCP and
mcpobridge options:https://proompteng.github.io/bilig/open-webui-workpaper-mcp.html
Validation
python3 -m py_compile servers/bilig-workpaper/main.pyuv run --no-project --with ruff ruff check servers/bilig-workpaper/main.pyuv run --no-project --with ruff ruff format servers/bilig-workpaper/main.py/health,/openapi.json, and livePOST /forecast/readback; verifiedafter.expectedArr == 96000docker compose -f servers/bilig-workpaper/compose.yaml configdocker compose config