AI 에이전트가 데이터를 프로파일링하고 JavaScript, TypeScript 또는 Python 프로젝트를 위한 대화형 프로덕션용 차트 코드를 생성할 수 있도록 지원합니다.
다른 이름 codexguy/regiabi-plugins, regiabi-plugins, @bicharts/chart-mcp
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- 다운로드, 30일
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- 2026년 11월 14일
- 라이선스
- MIT
RegiaBI MCP란?
RegiaBI은(는) MCP server입니다. AI 에이전트가 데이터를 프로파일링하고 JavaScript, TypeScript 또는 Python 프로젝트를 위한 대화형 프로덕션용 차트 코드를 생성할 수 있도록 지원합니다.
프로젝트 README에서 생성된 요약
RegiaBI MCP server 정보
RegiaBI apps는 개발자가 원시 데이터를 대화형 프로덕션용 시각화 자료로 변환할 수 있도록 설계된 MCP server를 제공합니다. Claude Code, GitHub Copilot CLI 또는 Gemini CLI와 같은 AI 클라이언트에 연결하여 에이전트가 데이터셋을 프로파일링하고 특정 차트 유형을 추천할 수 있습니다. D3를 사용하는 JavaScript 및 TypeScript 프로젝트와 Plotly 또는 matplotlib을 사용하는 Python 프로젝트를 모두 지원합니다.
사용자는 npx를 통해 서버를 로컬에서 실행하거나 호스팅된 버전에 연결할 수 있습니다. 로컬 실행 시 서버는 assess_data_shape 도구를 사용하여 사용자의 머신에서 데이터를 프로파일링하므로 민감한 데이터 행이 환경을 벗어나지 않도록 보장합니다. 차트를 생성할 때 시스템은 데이터가 실제로 표현할 수 있는 내용을 바탕으로 약 90가지 차트 유형의 순위를 매기는 eligibility engine을 사용합니다. 프로파일링은 무료이지만 코드 생성에는 RegiaBI 계정이 필요하며, 브라우저 로그인 또는 환경 변수나 credentials file을 통해 제공되는 라이선스 키로 인증할 수 있습니다.
활용 사례
- 1로컬 데이터셋 프로파일링실제 데이터 행을 업로드하지 않고 에이전트에게 CSV 파일을 분석하여 구조와 카디널리티를 파악하도록 요청합니다.
- 2호환 가능한 시각화 식별특정 데이터셋에 수학적 및 논리적으로 적합한 차트 유형 목록을 요청합니다.
- 3Microsoft Fabric 앱 구축서버를 사용하여 시맨틱 모델 내의 자연스러운 뷰를 찾고 데이터 애플리케이션에 적합한 차트를 제안받습니다.
프로젝트의 README를 바탕으로 작성되었습니다. 모든 활용 사례는 해당 내용의 인용문과 대조하여 확인합니다.
RegiaBI MCP 설치 방법
형식 확인: 2026년 11월 10일Cursor에 추가Goose에 추가Claude Code에 RegiaBI MCP 설치
$ claude mcp add --env 'BIC_LICENSE_KEY=<YOUR_BIC_LICENSE_KEY>' --env 'BIC_SECRET_KEY=<YOUR_BIC_SECRET_KEY>' regiabi-plugins -- npx -y @bicharts/chart-mcpCursor에 RegiaBI MCP 설치
~/.cursor/mcp.json
{
"mcpServers": {
"regiabi-plugins": {
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSE_KEY": "<YOUR_BIC_LICENSE_KEY>",
"BIC_SECRET_KEY": "<YOUR_BIC_SECRET_KEY>"
}
}
}
}VS Code에 RegiaBI MCP 설치
.vscode/mcp.json
{
"servers": {
"regiabi-plugins": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSE_KEY": "<YOUR_BIC_LICENSE_KEY>",
"BIC_SECRET_KEY": "<YOUR_BIC_SECRET_KEY>"
}
}
}
}VS Code CLI에 RegiaBI MCP 설치
$ code --add-mcp '{"name":"regiabi-plugins","type":"stdio","command":"npx","args":["-y","@bicharts/chart-mcp"],"env":{"BIC_LICENSE_KEY":"<YOUR_BIC_LICENSE_KEY>","BIC_SECRET_KEY":"<YOUR_BIC_SECRET_KEY>"}}'Claude Desktop에 RegiaBI MCP 설치
claude_desktop_config.json
{
"mcpServers": {
"regiabi-plugins": {
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSE_KEY": "<YOUR_BIC_LICENSE_KEY>",
"BIC_SECRET_KEY": "<YOUR_BIC_SECRET_KEY>"
}
}
}
}Codex에 RegiaBI MCP 설치
$ codex mcp add regiabi-plugins --env 'BIC_LICENSE_KEY=<YOUR_BIC_LICENSE_KEY>' --env 'BIC_SECRET_KEY=<YOUR_BIC_SECRET_KEY>' -- npx -y @bicharts/chart-mcpCodex config.toml에 RegiaBI MCP 설치
~/.codex/config.toml
[mcp_servers.regiabi-plugins] command = "npx" args = ["-y", "@bicharts/chart-mcp"] [mcp_servers.regiabi-plugins.env] BIC_LICENSE_KEY = "<YOUR_BIC_LICENSE_KEY>" BIC_SECRET_KEY = "<YOUR_BIC_SECRET_KEY>"
Gemini CLI에 RegiaBI MCP 설치
$ gemini mcp add -s user -e 'BIC_LICENSE_KEY=<YOUR_BIC_LICENSE_KEY>' -e 'BIC_SECRET_KEY=<YOUR_BIC_SECRET_KEY>' regiabi-plugins npx -- -y @bicharts/chart-mcpGemini settings.json에 RegiaBI MCP 설치
~/.gemini/settings.json
{
"mcpServers": {
"regiabi-plugins": {
"command": "npx",
"args": [
"-y",
"@bicharts/chart-mcp"
],
"env": {
"BIC_LICENSE_KEY": "<YOUR_BIC_LICENSE_KEY>",
"BIC_SECRET_KEY": "<YOUR_BIC_SECRET_KEY>"
}
}
}
}구성
BIC_LICENSE_KEY비밀Optional. The license key for that account, with BIC_LICENSEE, instead of signing in. Authoring needs a trial or paid account; running a generated chart needs nothing.
BIC_SECRET_KEY비밀Optional secret key, if your account uses one.
BIC_LICENSEEOptional. Leave it unset and the first chart call opens your browser to sign in (or create a free account). Set it with BIC_LICENSE_KEY to use a license key instead, for machines with no browser.
BIC_MCP_QUERY_ROW_CAPOptional. The most rows a semantic-model query keeps (default 250000, at most 1000000, Power BI's own ceiling). Raising it costs time and memory on every call that reads the rows.
| 이름 | 설명 | 유형 |
|---|---|---|
| BIC_LICENSE_KEY | Optional. The license key for that account, with BIC_LICENSEE, instead of signing in. Authoring needs a trial or paid account; running a generated chart needs nothing. | 비밀 |
| BIC_SECRET_KEY | Optional secret key, if your account uses one. | 비밀 |
| BIC_LICENSEE | Optional. Leave it unset and the first chart call opens your browser to sign in (or create a free account). Set it with BIC_LICENSE_KEY to use a license key instead, for machines with no browser. | |
| BIC_MCP_QUERY_ROW_CAP | Optional. The most rows a semantic-model query keeps (default 250000, at most 1000000, Power BI's own ceiling). Raising it costs time and memory on every call that reads the rows. |
자동 검사
2026년 11월 12일에 실행됨전체 보고서 →자동 검사를 통과했습니다. 이는 보안 감사가 아닙니다. 코드를 직접 읽고 서버에 필요한 최소한의 권한만 부여하십시오. 검사 방식
- 소스 저장소 연결 및 접근 가능통과
- 오픈 소스 라이선스 (OSI)통과
- 최근 1년 내 커밋 또는 릴리스통과
- 패키지 이름이 인기 패키지와 유사하지 않음통과
- 원격 엔드포인트가 HTTPS 사용통과
- 파괴적인 도구에 라벨 표시됨검사되지 않음
- 모델에 대한 숨겨진 지침 없음통과
- 패키지 및 해당 종속성에 중요한 보안 권고 없음통과
README
GitHub에서 보기RegiaBI: 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:
| 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. |
Install
Claude Code
/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@0.6.117
GitHub Copilot CLI
copilot plugin marketplace add codexguy/regiabi-plugins
copilot plugin install regiabi-charts@regiabi
Codex
codex plugin marketplace add codexguy/regiabi-plugins
Then install RegiaBI apps from the Plugins Directory.
Gemini CLI
gemini extensions install https://github.com/codexguy/regiabi-plugins
Any other MCP client
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"]
}
}
}
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):{ "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.
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.
RegiaBI MCP 질문
RegiaBI MCP를 Claude Code에 추가하려면 어떻게 하나요?
터미널에서 claude mcp add --env 'BIC_LICENSE_KEY=<YOUR_BIC_LICENSE_KEY>' --env 'BIC_SECRET_KEY=<YOUR_BIC_SECRET_KEY>' regiabi-plugins -- npx -y @bicharts/chart-mcp를 실행합니다. 모든 프로젝트에서 사용할 수 있게 하려면 --scope user를 추가합니다.
RegiaBI MCP를 Cursor에 추가하려면 어떻게 하나요?
~/.cursor/mcp.json를 열고 mcpServers 아래에 서버를 추가합니다. 위 설치 섹션에 표시된 Cursor 구성을 사용합니다.
프로파일링 과정에서 데이터가 로컬 머신을 벗어나나요?
아니요, 프로파일링 단계는 로컬 머신에서 수행되며 이 단계에서는 데이터가 외부로 전송되지 않습니다.
생성된 코드에서 지원하는 프로그래밍 언어는 무엇인가요?
JavaScript 및 TypeScript 프로젝트에는 D3를 제공하며, Python 프로젝트에는 Plotly 또는 matplotlib을 제공합니다.
서버 인증은 어떻게 하나요?
브라우저 기반 OAuth 흐름을 통해 로그인하거나 환경 변수 또는 credentials file을 통해 제공되는 라이선스 키를 사용할 수 있습니다.