Power your agent
คำสั่งของผู้เผยแพร่เอง ไม่ใช่เอนด์พอยต์ของ PlugMCP
Host a copy with our keys and logs.
npx -y @bilig/[email protected]Claude Code ไม่มีลิงก์ติดตั้งสำหรับคำสั่งแบบโลคัล ให้คัดลอกคำสั่งด้านล่างแล้วรันในเทอร์มินัล
claude mcp add bilig-headless -- npx -y @bilig/headless@0.164.11รันในเทอร์มินัล
{ "mcpServers": { "bilig-headless": { "command": "npx", "args": [ "-y", "@bilig/[email protected]" ] } }}claude_desktop_config.json
URL แบบรีโมตหรือคำสั่งบนเครื่องของคุณ? การติดตั้งสองแบบต่างกันอย่างไร
รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดKeep the workbook model. Run the rule in Node.
Bilig is a TypeScript-native, headless WorkPaper runtime for Node.js services, tests, and AI agents. Set inputs, recalculate formulas, read computed outputs, persist WorkPaper JSON, restore it, and verify the result—without driving Excel or a browser grid.
Docs · Quick start · TypeScript API · MCP · Examples · Discussions
[!NOTE] Bilig is a headless workbook runtime, not a visual spreadsheet app or a claim of full Excel compatibility. If an
.xlsxfile is your contract, start with the compatibility report.
Prove the published package before installing it:
npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door workpaper-service --json
The evaluator edits Inputs!B2, recalculates Summary!B2, saves the WorkPaper,
restores it, and compares the restored value:
{
"schemaVersion": "bilig-evaluator.v1",
"door": "workpaper-service",
"evidence": {
"editedCell": "Inputs!B2",
"dependentCell": "Summary!B2",
"before": 24000,
"after": 38400,
"afterRestore": 38400
},
"verified": true
}
verified: true means the write, formula readback, JSON export, and restored
readback all passed. It is stronger evidence than a successful write call.
npm install @bilig/workpaper
import { buildA1WorkPaper } from '@bilig/workpaper'
const pricing = buildA1WorkPaper({
Inputs: [
['Metric', 'Value'],
['Units', 20],
['Price', 1200],
],
Summary: [
['Metric', 'Value'],
['Revenue', '=Inputs!B2*Inputs!B3'],
],
})
const proof = pricing.editAndReadback('Inputs!B2', 32, {
readbackRange: 'Summary!B2',
})
console.log(proof.afterReadback.displayValues[0]?.[0]) // 38400
console.log(proof.verified) // true
pricing.dispose()
For ordinary operations, use set(), setMany(), readMany(), display(),
and saveJson(). Use editManyAndReadback() when multiple inputs must be
committed and verified as one edit. The complete public API is documented in
packages/workpaper/README.md.
The lifecycle is deliberately small:
inputs → formula recalculation → typed readback → JSON persistence → restore verification
Use Bilig for pricing, quote approval, payouts, forecasts, validation rules, formula-backed workflows, and tests where a service or tool should own the model. Choose a spreadsheet application or hosted spreadsheet API when you need visual editing, collaboration, macros, interactive pivots or charts, or desktop fidelity.
Agents should first ask which system owns state, then run the smallest matching proof. For a tool host or MCP client:
npm exec --yes --package @bilig/workpaper@latest -- bilig-agent-start --json
npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json
The MCP evaluator proves tool discovery, mutation, recalculated readback, JSON export, disk persistence, process restart, and restored readback. For a local, writable WorkPaper:
npm exec --yes --package @bilig/workpaper@latest -- bilig-workpaper-mcp --workpaper ./pricing.workpaper.json --init-demo-workpaper --writable
Use that local stdio path for private or persistent project state. The hosted
https://bilig.proompteng.ai/mcp endpoint is request-local and only intended
for stateless connector discovery and smoke tests; do not send private workbook
data to it.
The server exposes list_sheets, read_range, read_cell,
set_cell_contents, set_cell_contents_and_readback,
get_cell_display_value, export_workpaper_document, and validate_formula.
It also publishes MCP resources and prompts so capable hosts can discover the
workflow before editing cells.
Machine-readable entry points:
The published package also carries AGENTS.md and SKILL.md, so an agent can
discover the same proof contract from node_modules. Install or inspect the
public skill with either source:
npx --yes skills@latest add https://bilig.proompteng.ai --list
npx --yes skills@latest add proompteng/bilig --skill bilig-workpaper --list
Use the agent rule chooser or the
host handoff prompt.
The repository includes CLAUDE.md,
.claude/skills/bilig-workpaper/SKILL.md,
.claude/commands/bilig-workpaper-proof.md,
.cursor/rules/bilig-workpaper.mdc, .devin/rules/bilig-workpaper.md,
.windsurf/rules/bilig-workpaper.md, .clinerules/bilig-workpaper.md,
.continue/rules/bilig-workpaper.md, .zed/settings.json, opencode.jsonc,
and .opencode/agents/bilig-workpaper.md.
Run an evaluator first, then use the recipe owned by your host:
MCPServerStdio, and MCPServerStreamableHttp.generateText() and streamText() tool loops.@bilig/n8n-nodes-workpaper community node.The workbook-compatibility and xlsx-cache evaluator doors use bundled demo
workbooks to smoke-test the published package; they do not inspect your file.
Do not treat any evaluator as proof of desktop Excel parity.
Start with one maintained example, not the whole monorepo:
examples/headless-workpaper: pricing,
invoice, budget, fulfillment, subscription, persistence, and agent examples.examples/serverless-workpaper-api:
quote approval through Hono, Next.js, and persistence adapters.examples/xlsx-recalculation-node: import,
recalculate, export, reimport, and verify an XLSX workbook.examples/recalc-bridge-workflows: focused
bridges for existing SheetJS, xlsx-populate, and ExcelJS workflows.Useful decision guides:
QUERY and SORTNpnpm --dir examples/headless-workpaper run agent:ai-sdk-generate-text
pnpm --dir examples/headless-workpaper run agent:ai-sdk-stream-text
pnpm --dir examples/headless-workpaper run agent:openai-responses
pnpm --dir examples/headless-workpaper run agent:mcp-xlsx-risk-preflight
pnpm --dir examples/serverless-workpaper-api run hono-route
pnpm --dir examples/serverless-workpaper-api run next-server-action
pnpm --dir examples/serverless-workpaper-api run next-server-action-formdata
The AI SDK generateText() smoke lives at
ai-sdk-generate-text-tool-smoke.ts.
The OpenAI example is documented in
openai-responses-workpaper-tool-call.
For a reduced formula or import bug:
npm exec --yes --package @bilig/workpaper@latest -- bilig-formula-clinic ./reduced.xlsx --cells "Summary!B7,Inputs!B2"
Bilig can import and export workbook files, but cached formula values inside an
.xlsx are diagnostics—not an accuracy oracle. Inspect the file before trusting
it:
npm exec --yes --package @bilig/xlsx-formula-recalc@latest -- bilig-evaluate --door workbook-compatibility --json
npm exec --yes --package @bilig/xlsx-formula-recalc@latest -- workbook-compatibility-report workbook.xlsx --json
npm exec --yes --package @bilig/xlsx-formula-recalc@latest -- xlsx-cache-doctor workbook.xlsx --json
The first command is a package smoke test over a bundled demo. The next two inspect the named file. The compatibility report identifies unsupported functions, external links, macros, pivots, volatile formulas, and other risks; it does not certify Excel compatibility. When correctness matters, compare against a workbook freshly recalculated by Excel. See the compatibility limits and Excel oracle walkthrough.
The public WorkPaper package requires Node.js >=24. Local monorepo development uses
Node.js 24+, Bun, and [email protected].
Published releases include npm registry signatures and provenance attestations:
npm view @bilig/workpaper version dist.attestations dist.signatures --json
npm audit signatures
Choose one long-running development server:
pnpm dev:web
pnpm dev:web-local
Install and validate the repository with:
pnpm install
pnpm build
pnpm lint
pnpm typecheck
pnpm test
pnpm run ci
Architecture lives in docs/architecture.md. Read
CONTRIBUTING.md before opening a pull request; first-time
contributors can start with the new contributor guide
and starter issues. All participation follows the
CODE_OF_CONDUCT.md.
SUPPORT.md for the evidence that makes a report actionable.SECURITY.md for private vulnerability reporting. Never
attach private workbook data, credentials, or tokens to a public issue.If Bilig fits one of your services or agent workflows, star the repository to follow releases and help other Node developers find it. Tell us what proof or formula is still missing.
Lower-level WorkPaper formula runtime for Node services with JSON persistence and verified formula readback.
{ "mcpServers": { "bilig-headless": { "command": "npx", "args": [ "-y", "@bilig/[email protected]" ] } }}เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
@bilig/headless ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-11-14 Lower-level WorkPaper formula runtime for Node services with JSON persistence and verified formula readback.