Bilig WorkPaper

Name: Bilig WorkPaper
Author: proompteng

作者：proompteng版本 1.1.0i★ –i电脑或云端

注册名称io.github.proompteng/bilig-workpaper

安装

概览

作者提供的说明（英文原文）

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i1 项中通过 1 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 电脑或云端
传输方式: stdio, Streamable HTTP
分类: 其他

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：1 项中通过 1 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
注册中心没有列出需要填写的密钥。

你需要

在云端运行无需安装任何东西，通过互联网连接
npm已安装 Node.js（用于 npx 命令）

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude：

打开 Settings → Connectors
点击 Add custom connector
粘贴下面的地址，然后点击 Add
如果要求登录，请登录作者的服务

https://bilig.proompteng.ai/mcp

或者在你的电脑上运行

打开 Claude Desktop → Settings → Developer → Edit Config，把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "bilig-workpaper": {
      "command": "npx",
      "args": [
        "-y",
        "@bilig/workpaper"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add --transport http bilig-workpaper https://bilig.proompteng.ai/mcp

或者在你的电脑上运行

claude mcp add bilig-workpaper -- npx -y @bilig/workpaper

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "bilig-workpaper": {
      "url": "https://bilig.proompteng.ai/mcp"
    }
  }
}

或者在你的电脑上运行

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "bilig-workpaper": {
      "command": "npx",
      "args": [
        "-y",
        "@bilig/workpaper"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "bilig-workpaper": {
      "type": "http",
      "url": "https://bilig.proompteng.ai/mcp"
    }
  }
}

或者在你的电脑上运行

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "bilig-workpaper": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@bilig/workpaper"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

ChatGPT 只能连接互联网上的服务器：

打开网页版 ChatGPT → Settings → Connectors (Apps)
点击 Create 或 Add（部分套餐需要先在 Advanced 中开启 Developer mode）
粘贴下面的地址，起个名字，然后保存
如果要求登录，请登录作者的服务

https://bilig.proompteng.ai/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上，无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表；我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 proompteng 验证，该账户拥有此仓库
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
… 尚未检查
端点有响应
尚未检查；我们会轮流检查各个端点
… 尚未检查
使用 OAuth 登录
尚未检查；我们会轮流检查各个端点
… 尚未检查
工具描述中没有隐藏指令
尚未检查；我们会在检查端点时读取工具列表

与“其他”中的其他服务器比较i

星标数多于此分类中其他 32683 个服务器的 0%
发布到注册中心的时间比此分类中其他 32683 个服务器的 55% 更新
基础检查结果等于或优于此分类中其他 32683 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

Bilig WorkPaper 安全吗？

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

两种方式都可以：安装在你的电脑上，或者连接云端版本。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（1.1.0）于34天前进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者：formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新

安装

Remote Desktop Commander

作者：desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新

安装

MCP Server Autocad Lisp Helper

作者：radwanalmsora

High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.

在你的电脑上运行今天更新

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

Bilig

Keep 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 .xlsx file is your contract, start with

the compatibility report.

Quick Start

Node runtime

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.

Use It From TypeScript

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

Why Bilig

Capability	What it gives you
Workbook-shaped models	Sheets, A1 addresses, formulas, ranges, and named expressions without a spreadsheet UI.
Verified mutations	Before/after computed values plus persistence and restore checks.
Service-owned state	Portable WorkPaper JSON for routes, queues, tests, tools, and audit trails.
Agent-safe tools	Narrow read/write tools with exact cells, computed readback, and writable-sheet boundaries.
Explicit file boundaries	Separate XLSX import, export, risk inspection, and Excel-oracle workflows.

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 And MCP

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:

Need	Entry point
A compact routing card	`docs/agent-start.txt`
A concise model index	`docs/llms.txt`
Full agent documentation	`docs/llms-full.txt`
Installation context	`docs/llms-install.md`
Structured capabilities	`docs/agent.json`
Reusable skill	`skills/bilig-workpaper/SKILL.md`
Proof and host matrix	`docs/agent-adoption-kit.md`

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

Host-specific project files

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.

Integration Recipes After The Proof

Run an evaluator first, then use the recipe owned by your host:

OpenAI Agents SDK: direct tools, MCPServerStdio, and MCPServerStreamableHttp.
OpenAI Responses API: function-call readback with explicit before/after evidence.
Vercel AI SDK: generateText() and streamText() tool loops.
Open WebUI: local or hosted MCP discovery.
n8n: the @bilig/n8n-nodes-workpaper community node.

Choose An Evaluation Path

Your state owner	Start here	Evidence to require
TypeScript application	`npm install @bilig/workpaper`	direct A1 API and focused application tests
Node service, route, queue, or test	`bilig-evaluate --door workpaper-service --json`	edit, recalculation, JSON export, restore, `verified: true`
MCP client or tool host	`bilig-evaluate --door agent-mcp --json`	discovery, readback, disk persistence, restart
Imported `.xlsx` is the contract	`workbook-compatibility-report workbook.xlsx --json`	unsupported formulas and workbook risk reasons for that file
Cached `.xlsx` values look stale	`xlsx-cache-doctor workbook.xlsx --json`	stale-cache diagnosis, recalculation, and readback for that file

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.

Examples And Deeper Guides

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:

Formula workbooks proof page
Agent evaluator matrix
MCP spreadsheet server for coding agents
Vercel AI SDK formula readback
OpenAI Responses tool calls
ExcelJS formula result boundary
Google Sheets QUERY and SORTN
Microsoft Graph Excel boundary
XLSX formula support answers
Production adoption checklist

Runnable integration and diagnostic commands

pnpm --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.t

只显示了开头部分；其余内容请在仓库中阅读

Bilig WorkPaper

概览

PopNx MCP 的三大支柱

它能帮你做什么

安装

安装之前

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

它能做什么

基础检查i

作者与仓库一致

仍在维护

有许可证

端点有响应

使用 OAuth 登录

工具描述中没有隐藏指令

与“其他”中的其他服务器比较i

常见问题

替代选择

Spec Driven Development

Remote Desktop Commander

MCP Server Autocad Lisp Helper

作者的 README

Bilig

Quick Start

Node runtime

Use It From TypeScript

Why Bilig

Agents And MCP

Integration Recipes After The Proof

Choose An Evaluation Path

Examples And Deeper Guides