llms.txt git:20260611.1fd957aA

Immutable. This exact content never changes and is served at /api/v1/blob/545b139a2c0822c7.

# Semiotic

> React data visualization library with 30+ chart types, streaming canvas rendering, coordinated views, and a built-in MCP server for AI-assisted chart generation.

Semiotic provides two tiers: HOC Charts (simple props, sensible defaults) and Stream Frames (full control). Always prefer HOC charts unless you need low-level access. TypeScript strict mode throughout.

Install: `npm install semiotic`
MCP server: `npx semiotic-mcp`
CLI: `npx semiotic-ai [--schema|--compact|--examples|--doctor]`

Entry points: `semiotic`, `semiotic/xy`, `semiotic/ordinal`, `semiotic/network`, `semiotic/geo`, `semiotic/realtime`, `semiotic/ai`, `semiotic/data`, `semiotic/server`

## Docs

- [CLAUDE.md](https://github.com/nteract/semiotic/blob/main/CLAUDE.md): Comprehensive AI assistant guide with all component props, patterns, and pitfalls
- [README](https://github.com/nteract/semiotic/blob/main/README.md): Project overview, MCP server setup, and quick start
- [CHANGELOG](https://github.com/nteract/semiotic/blob/main/CHANGELOG.md): Version history and migration notes
- [API Schema](https://github.com/nteract/semiotic/blob/main/ai/schema.json): Machine-readable prop schemas for all 30 components

## Chart Types

- [XY Charts](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#xy-charts-semioticxy): LineChart, AreaChart, StackedAreaChart, Scatterplot, BubbleChart, ConnectedScatterplot, QuadrantChart, Heatmap
- [Ordinal Charts](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#ordinal-charts-semioticordinal): BarChart, StackedBarChart, GroupedBarChart, SwarmPlot, BoxPlot, Histogram, ViolinPlot, DotPlot, PieChart, DonutChart
- [Network Charts](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#network-charts-semioticnetwork): ForceDirectedGraph, SankeyDiagram, ChordDiagram, TreeDiagram, Treemap, CirclePack, OrbitDiagram
- [Geo Charts](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#geo-charts-semioticgeo): ChoroplethMap, ProportionalSymbolMap, FlowMap, DistanceCartogram
- [Realtime Charts](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#realtime-charts-semioticrealtime): RealtimeLineChart, RealtimeHistogram, RealtimeSwarmChart, RealtimeWaterfallChart, RealtimeHeatmap

## AI Integration

- [MCP Server](https://github.com/nteract/semiotic/blob/main/README.md#mcp-server): MCP tools for schemas, suggestions, diagnosis, static rendering, and ChatGPT Apps widget rendering via renderInteractiveChart
- [AI Examples](https://github.com/nteract/semiotic/blob/main/ai/examples.md): Code examples for AI code generation
- [System Prompt](https://github.com/nteract/semiotic/blob/main/ai/system-prompt.md): Compact component reference for LLM context

## Features

- [Coordinated Views](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#coordinated-views): LinkedCharts, CategoryColorProvider, ScatterplotMatrix, cross-highlighting and brushing
- [Server-Side Rendering](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#server-side-rendering): renderToStaticSVG, automatic SSR in Next.js/Remix/Astro
- [Push API](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#push-api-on-hoc-charts): Streaming data via ref.current.push() on most HOC charts
- [Annotations](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#annotations): Widget annotations, threshold coloring, data-anchored React elements

## Optional

- [Streaming Sankey](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#realtime-charts-semioticrealtime): StreamNetworkFrame with particles
- [Realtime Encoding](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#realtime-charts-semioticrealtime): decay, pulse, transition, staleness
- [Usage Notes](https://github.com/nteract/semiotic/blob/main/CLAUDE.md#usage-notes): Practical chart behavior notes and edge cases