
RegiaBI apps
com.regiabi由 regiabi.com 發布v0.6.115更新於 Nov 7, 2026
AI Data Components over MCP: working what-if apps, interactive tables and maps, plus 90 chart types.
概覽
RegiaBI 圖表 MCP 伺服器:在本機剖析資料表,依資料排出約 90 種適用圖表,並把可用的互動式圖表程式碼產生到你的專案中。
- 可以做什麼
- 在本機剖析資料表:列數、基數、量值與維度、日期與地點,此步驟資料不離開本機
- 依專案使用的語言列出並排序真正適合該資料的圖表類型,或為 Microsoft Fabric App 語意模型建議檢視
- 把圖表程式碼、資料與接線產生到你指定的資料夾,供開源圖表宿主程式庫使用
- 檢查應用程式的套件版本,並可選擇產生預覽頁面
- 適用情境
- 適合讓編碼助理把 CSV、dataframe 或查詢結果變成互動式圖表、地圖或 what-if 應用程式,也適合為某個資料集或 Fabric 語意模型取得有依據的圖表類型候選清單。
- 執行需求
- 透過 npx 從 npm 套件以 stdio 在本機執行,需要 Node.js 以及連線 npm 的網路。產生圖表需要 RegiaBI 帳戶:首次使用時以瀏覽器登入,或使用 BIC_LICENSEE 與 BIC_LICENSE_KEY(帳戶若使用則再加 BIC_SECRET_KEY),也可放在憑證檔案中。執行已產生的圖表無需任何設定。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 RegiaBI apps,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
RegiaBI: an MCP server and agent plugin
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).
What it does
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:
- It profiles your data locally. Row counts, cardinalities, measures versus dimensions, dates, places. No data leaves your machine for this step.
- It ranks about 90 chart types by what the data can honestly show, using a server-side eligibility engine rather than a guess, so a map is only offered when there are places to map and a sankey only when there are flows.
- It returns verified source you own: D3 for JavaScript and TypeScript projects, Plotly or matplotlib for Python. The code has already passed render checks. It needs no license, no account and no connection to us to run, deploy or ship, for any number of viewers.
The tools:
Install
Claude Code
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:
GitHub Copilot CLI
Codex
Then install RegiaBI apps from the Plugins Directory.
Gemini CLI
Any other MCP client
VS Code, Cursor, Claude Desktop and any other MCP client can run the server directly:
Configure
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:
-
As environment variables on the server:
BIC_LICENSEEandBIC_LICENSE_KEY, plusBIC_SECRET_KEYif your account uses one. -
A credentials file, so no secret ever sits in a project's committed config. Put this in
~/.bic/credentials.json(or pointBIC_CREDENTIALS_FILEat another path):
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.
Use
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.
What it runs, sends and fetches
- Signing in opens your browser at
bizintelligencechampions.comonce; 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. - It runs one local process:
npx -y @bicharts/chart-mcp@<version>, 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 tohttps://bizintelligencechampions.com/mcp, which receives the tables your agent sends it, profiles them in memory and stores no rows. assess_data_shapesends nothing. It profiles your data on your machine.list_eligible_charts,suggest_chartsandgenerate_chartcall the RegiaBI service atbizintelligencechampions.comwith your account's credentials and a profile of your table: column names, types, counts and summary statistics. By default no rows are sent; aprivacy_levelargument can send less (names only) or more (obfuscated sample rows).suggest_chartsqueries your semantic model through your Fabric App project's ownfabric-app-dataCLI, signed in as you, and sends the service the same kind of profile.- It writes the generated chart code and its data into the folder you ask for, and nowhere else.
- Telemetry: one row when
generate_charthands 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. SetBIC_MCP_TELEMETRY=0in the server's environment to turn both rows off. - Signing in sends this computer's name (its hostname), so the sign-in shows up on your account page and you can sign that machine out on its own.
check_appasks the npm registry for the latest versions of the packages your app uses (check_npm: falseskips it), andpreview.htmlloads d3 and mermaid from cdn.jsdelivr.net when you open it (it's only written when you passpreview_html: true).
Learn more
- RegiaBI for developers: docs, examples and live demos
@bicharts/chart-mcpon npm: every tool's parameters and results@bicharts/chart-host: the open-source library that runs the charts- The official MCP Registry listing
Support and terms
- Support: a paid RegiaBI subscription includes direct support from
the people who build the engine (setup, sign-in, a call that fails, a chart that didn't come out right), and a
license you already hold for one of our Power BI or Excel visuals counts. Quote the
correlationIdfrom the result. - The server and the service it calls are covered by the RegiaBI Programmatic Access Terms and the privacy policy. The server's own license ships in its npm package.
- The files in this repository (the plugin manifests, the README and the skill) are under the MIT license in LICENSE. They contain no server source.
來源:README.md,提交 efe5089
工具
0版本歷史
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