Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
AI Data Components over MCP: working what-if apps, interactive tables and maps, plus 90 chart types.
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。
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。
选择你使用的 AI 应用,然后复制设置。
BIC_LICENSEE, BIC_LICENSE_KEY, BIC_SECRET_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"chart": {
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSEE": "your-value",
"BIC_LICENSE_KEY": "your-value",
"BIC_SECRET_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add chart --env BIC_LICENSEE=your-value --env BIC_LICENSE_KEY=your-value --env BIC_SECRET_KEY=your-value -- npx -y @bicharts/chart-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"chart": {
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSEE": "your-value",
"BIC_LICENSE_KEY": "your-value",
"BIC_SECRET_KEY": "your-value"
}
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"chart": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSEE": "your-value",
"BIC_LICENSE_KEY": "your-value",
"BIC_SECRET_KEY": "your-value"
}
}
}
}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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
BIC_LICENSEE env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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
注册名称已通过域名 regiabi.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
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。
你需要填写:BIC_LICENSE_KEY, BIC_SECRET_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.6.115)于今天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Microsoft Exchange Online MCP
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Exchange Online admin for MSPs: forwarding audits, EWS posture and offboarding, no PowerShell
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。
**Make Generative AI for Data Apps and Maps *Better*.**
AI Data Components for Power BI, Excel, Fabric Apps and the web: complete apps first, such as a what-if projection with its controls inside the chart and a table a reader works with, then maps such as a bivariate map with its two-way key, and about 90 everyday chart types, with selection and cross-filtering already wired. The code is yours: you pay to author a chart, never to run it.
This repository packages the RegiaBI chart MCP server (com.regiabi/chart-mcp, published on npm as @bicharts/chart-mcp) and its agent skill as a one-command plugin for Claude Code, GitHub Copilot CLI, Codex and Gemini CLI. It holds the plugin manifests, the pinned server command and the skill. The server itself is the npm package. The Claude Code plugin connects to the same server hosted by RegiaBI instead of running it on your machine (see Claude Code).
Give your coding agent a table (a CSV, a dataframe, or a query result from a semantic model) and it gets back working, interactive chart code that fits that data:
The tools:
| Tool | What it's for |
|---|---|
assess_data_shape | Profiles a table locally. Free, and needs no account. |
list_eligible_charts | The authoritative list of chart types that fit this data, ranked for your project's language. |
suggest_charts | For a Microsoft Fabric App over a semantic model: finds the model's natural views and what fits each, in one call. |
generate_chart | Writes the chart: code, data and wiring for @bicharts/chart-host (open source), into your project. |
/plugin marketplace add codexguy/regiabi-plugins
/plugin install regiabi-charts@regiabi
The Claude Code plugin connects to RegiaBI's hosted server at https://bizintelligencechampions.com/mcp. Claude Code signs you in through your browser the first time a tool needs your account (run /mcp if it doesn't ask). The hosted server profiles each table in memory and drops its rows; it can't read or write your files, so it returns each chart's code in the reply, and your agent writes it into your project.
Building a Fabric App, or want the charts written straight to disk? setup_fabric_app, suggest_charts, query_semantic_model and generate_chart's out_dir need the server running on your machine. Add it alongside the plugin:
claude mcp add bic-chart-local -- npx -y @bicharts/chart-mcp@0.6.114
copilot plugin marketplace add codexguy/regiabi-plugins
copilot plugin install regiabi-charts@regiabi
codex plugin marketplace add codexguy/regiabi-plugins
Then install RegiaBI apps from the Plugins Directory.
gemini extensions install https://github.com/codexguy/regiabi-plugins
VS Code, Cursor, Claude Desktop and any other MCP client can run the server directly:
{
"mcpServers": { "bic-chart": { "command": "npx", "args": ["-y", "@bicharts/chart-mcp"] } } }
Nothing, usually. Writing a chart needs a RegiaBI account; running a chart you've already generated needs nothing.
Sign in when it asks. The first time your agent calls a tool that needs an account, the server opens your browser at bizintelligencechampions.com. Sign in, or create a free account (it comes with a free trial), and click Allow. The call your agent made then finishes by itself. The server keeps the sign-in in ~/.bic/oauth.json and renews it on its own, and you can sign a device out at any time from your account page.
Or use a license key (a machine with no browser, CI, a container). Leave sign-in alone and give the server your account's credentials instead, in one of two ways:
BIC_LICENSEE and BIC_LICENSE_KEY, plus BIC_SECRET_KEY if your account uses one.~/.bic/credentials.json (or point BIC_CREDENTIALS_FILE at another path): { "licensee": "...", "licenseKey": "..." }
A key, when one is set, always wins over a sign-in. A key applies to the server on your machine; the hosted server behind the Claude Code plugin always uses the browser sign-in.
Ask your agent for the chart you want, in plain words, in the project you want it in. For example:
*Assess the shape of ./sales.csv, tell me which charts fit it, then generate the best one into ./charts.*
The agent profiles the file, asks the server which chart types fit, and writes the chart's code and data into ./charts, ready to import. The skill this plugin installs walks the agent through the rest: wiring cross-filtering between charts, sizing and theming are the host library's job, so the agent doesn't write them.
Building a Microsoft Fabric App? Scaffold it from Rayfin's data app template, then ask your agent which charts suit your semantic model. suggest_charts answers from the model's own numbers.
bizintelligencechampions.com once; the server then keeps an access token and a refresh token in ~/.bic/oauth.json (readable only by you) and sends the access token with each call to the service.npx -y @bicharts/chart-mcp@ , the exact version the plugin pins. npm downloads that package from the public npm registry the first time. The Claude Code plugin runs nothing on your machine: it connects to https://bizintelligencechampions.com/mcp, which receives the tables your agent sends it, profiles them in memory and stores no rows.bizintelligencechampions.com with your account's credentials and a profile of your table: column names, types, counts and summary statistics. By default no rows are sent; a privacy_level argument can send less (names only) or more (obfuscated sample rows). suggest_charts queries your semantic model through your Fabric App project's own fabric-app-data CLI, signed in as you, and sends the service the same kind of profile.generate_chart hands code over (the call's duration, the row count, the language and the server's build) and one when a generation fails after the service answered. No data, and no usage counter: the service counts calls from the requests it receives. Set BIC_MCP_TELEMETRY=0 in the server's environment to turn both rows off.check_npm: false skips it), and `preview.html` loads d3 and mermaid from cdn.jsdelivr.net when you open it (it's only written when you pass preview_html: true).@bicharts/chart-mcp on npm: every tool's parameters and results@bicharts/chart-host: the open-source library that runs the chartscorrelationId from the result.