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100
MCP live MCP 2025-03-26 streamable-http

Bilig WorkPaper

io.github.proompteng/bilig-workpaper

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

Uptime
100.0%
1 direct probes · 30d
Response
1595ms
last probe
Tools
8
callable
Resources
4
readable
Prompts
2
available
Primary URL
https://bilig.proompteng.ai/mcp

Tools · 8

list_sheets

Discover sheet names and used dimensions before reading or editing a WorkPaper. Returns metadata only; use read_range or read_cell for values.

read_range

Read calculated values plus serialized formulas/inputs for an A1 range. Use for audit readback after edits; use read_cell for one address.

read_cell

Read one cell with calculated value, display text, formula text, formula diagnostics, and serialized content. Use after set_cell_contents to verify readback.

set_cell_contents

Write raw content to one cell and recalculate dependents in memory only. Start with --writable when the edit should persist to JSON.

set_cell_contents_and_readback

Write raw content to one cell, recalculate dependents, read a dependent range in the same tool call, and return persistence proof. Use this for stateless MCP clients such as hosted Open WebUI integrat…

get_cell_display_value

Return the formatted display string for one cell. Use when an agent needs what a user would see, not the raw numeric value.

export_workpaper_document

Export the current WorkPaper JSON document for persistence, review, or handoff to another agent. Does not write files by itself.

validate_formula

Validate formula syntax with the WorkPaper parser before writing it to a cell. This checks syntax only; use set_cell_contents plus readback to evaluate.

Resources · 4

workpaper_manifest

Live manifest of the current WorkPaper file, available tools, prompts, resources, and verification contract.

bilig://workpaper/manifest
workpaper_agent_handoff

Compact instructions for agents that need to edit workbook formulas without spreadsheet UI automation.

bilig://workpaper/agent-handoff
workpaper_sheets

Current sheet names and used dimensions for the loaded WorkPaper document.

bilig://workpaper/sheets
workpaper_current_document

Current persisted WorkPaper JSON document as exported from the in-memory engine.

bilig://workpaper/current-document

Prompts · 2

edit_and_verify_workpaper

Guide an agent through a safe WorkPaper edit: read before, validate target, write one cell, read computed output, export JSON, and report proof.

debug_workpaper_formula

Guide an agent through formula validation and readback when a WorkPaper formula or dependent output looks wrong.

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "bilig_workpaper": {
      "url": "https://bilig.proompteng.ai/mcp",
      "transport": "streamable-http"
    }
  }
}