Memungkinkan AI agent untuk melakukan profiling data dan menghasilkan kode chart interaktif yang siap digunakan untuk proyek JavaScript, TypeScript, atau Python.
Juga dikenal sebagai codexguy/regiabi-plugins, regiabi-plugins, @bicharts/chart-mcp
- Stars
- 0
- Tools
- —
- Unduhan, 30 hari
- 7.911
- Versi terbaru
- 0.6.128
- Commit terakhir
- 14 Nov 2026
- Lisensi
- MIT
Apa itu RegiaBI MCP?
RegiaBI adalah MCP server. Memungkinkan AI agent untuk melakukan profiling data dan menghasilkan kode chart interaktif yang siap digunakan untuk proyek JavaScript, TypeScript, atau Python.
Ringkasan dibuat dari README proyek
Tentang RegiaBI MCP server
RegiaBI apps menyediakan MCP server yang dirancang untuk membantu developer mengubah data mentah menjadi visualisasi interaktif yang siap digunakan di tahap produksi. Dengan terhubung ke AI client seperti Claude Code, GitHub Copilot CLI, atau Gemini CLI, server ini memungkinkan agent untuk melakukan profiling dataset dan merekomendasikan tipe chart tertentu. Server ini mendukung proyek JavaScript dan TypeScript menggunakan D3, serta proyek Python menggunakan Plotly atau matplotlib.
User dapat menjalankan server secara lokal via npx atau terhubung ke versi hosted. Untuk eksekusi lokal, server melakukan profiling data di mesin Anda menggunakan tool assess_data_shape, guna memastikan baris data yang sensitif tidak keluar dari lingkungan Anda. Saat menghasilkan chart, sistem menggunakan eligibility engine untuk meranking sekitar 90 tipe chart berdasarkan apa yang benar-benar dapat direpresentasikan oleh data tersebut. Meskipun profiling tersedia secara gratis, pembuatan kode memerlukan akun RegiaBI, yang dapat diautentikasi melalui sign-in browser atau license key yang disediakan melalui environment variables atau file credentials.
Apa yang bisa Anda lakukan dengannya
- 1Profile dataset lokalMinta agent Anda untuk menganalisis file CSV guna menentukan struktur dan kardinalitasnya tanpa perlu mengunggah baris data yang sebenarnya.
- 2Identifikasi visualisasi yang kompatibelMinta daftar tipe chart yang secara matematis dan logis sesuai untuk dataset tertentu.
- 3Membangun Microsoft Fabric AppsGunakan server ini untuk menemukan natural views di dalam semantic model guna menyarankan chart yang tepat untuk aplikasi data.
Ditulis berdasarkan README proyek. Setiap use case diperiksa terhadap kutipan dari README tersebut.
Cara menginstal RegiaBI MCP
Format diverifikasi 10 Nov 2026Tambahkan ke CursorTambahkan ke GooseInstal RegiaBI MCP di Claude Code
$ 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-mcpInstal RegiaBI MCP di Cursor
~/.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>"
}
}
}
}Instal RegiaBI MCP di VS Code
.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>"
}
}
}
}Instal RegiaBI MCP di VS Code CLI
$ 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>"}}'Instal RegiaBI MCP di Claude Desktop
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>"
}
}
}
}Instal RegiaBI MCP di Codex
$ 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-mcpInstal RegiaBI MCP di Codex config.toml
~/.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>"
Instal RegiaBI MCP di Gemini CLI
$ 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-mcpInstal RegiaBI MCP di Gemini settings.json
~/.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>"
}
}
}
}Konfigurasi
BIC_LICENSE_KEYRahasiaOptional. 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_KEYRahasiaOptional 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.
| Nama | Deskripsi | Tipe |
|---|---|---|
| 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. | Rahasia |
| BIC_SECRET_KEY | Optional secret key, if your account uses one. | Rahasia |
| 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. |
Pengecekan otomatis
Berjalan 12 Nov 2026Laporan lengkap →Lolos checks otomatis kami. Ini bukan audit keamanan: baca kodenya dan berikan server akses paling terbatas yang dibutuhkannya. Cara kerja checks
- Source repository terhubung dan dapat dijangkauLolos
- Lisensi open source (OSI)Lolos
- Ada commit atau release dalam satu tahun terakhirLolos
- Nama package tidak mirip dengan package populerLolos
- Remote endpoint menggunakan HTTPSLolos
- Tools yang bersifat destruktif telah diberi labelTidak diperiksa
- Tidak ada instruksi tersembunyi untuk modelLolos
- Tidak ada advisory kritis pada paket atau dependensinyaLolos
README
Lihat di GitHubRegiaBI: 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.
Pertanyaan tentang RegiaBI MCP
Bagaimana cara menambahkan RegiaBI MCP ke Claude Code?
Jalankan 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-mcp di terminal Anda. Tambahkan --scope user agar tersedia di semua proyek.
Bagaimana cara menambahkan RegiaBI MCP ke Cursor?
Buka ~/.cursor/mcp.json dan tambahkan server di bawah mcpServers, menggunakan config Cursor yang ditunjukkan di bagian instalasi di atas.
Apakah data saya akan keluar dari mesin saya saat proses profiling?
Tidak, langkah profiling dilakukan secara lokal di mesin Anda dan tidak ada data yang dikirim keluar selama tahap ini.
Bahasa pemrograman apa saja yang didukung untuk kode yang dihasilkan?
Server ini menyediakan D3 untuk proyek JavaScript dan TypeScript, serta Plotly atau matplotlib untuk proyek Python.
Bagaimana cara melakukan autentikasi ke server?
Anda dapat masuk melalui alur OAuth berbasis browser atau menggunakan license key yang disediakan melalui environment variables atau file credentials.