# Superpositional

> Impact intelligence for engineering teams.

Every change has a blast radius. AI accelerates the individual — we show teams the blast radius, before they ship and after they break.

We build and maintain a persistent model of your codebase — code entities, dependency graphs, architectural boundaries, semantic embeddings, and documentation — and use it to power PR impact analysis, incident tracing, and structured context for AI agents.

## Core Capabilities

### PR Impact Analysis
Every pull request is analysed against the live system model. Not just the diff — the dependencies, the consumers, the docs that reference the code you changed. Regression risk, architectural drift, dependency impact, and documentation staleness are flagged before merge.

### Incident Tracing
Trace from incident to the PR, the commit, and the line that caused it. Not just what happened — why it happened, through the dependency chain. Root cause in seconds, not hours.

### Persistent System Model + MCP
Indexes repositories continuously at function-level granularity. Extracts entities, dependency graphs, architectural boundaries, and semantic knowledge. Exposes everything via an MCP (Model Context Protocol) server so any MCP-capable AI agent can query structured system context — not raw file dumps.

## Key Differentiators

- **Teams, not just individuals**: AI tools help one developer move faster. Superpositional helps the whole team understand what all those changes affect.
- **Always on, not point-in-time**: Other tools rebuild context per session or per PR. Superpositional maintains a persistent model that compounds over time.
- **Impact, not just code**: Code review checks if code is correct. Superpositional checks what it actually affects — downstream dependencies, consumers, documentation.
- **Proactive and reactive**: Shows what's at risk before you merge, and traces root cause when something breaks.

## Integrations

- Source control: GitHub
- Workflow surfaces: GitHub PRs, REST API
- AI agents: Any MCP-capable agent (Claude, Cursor, GitHub Copilot, etc.)

## Pricing

- **Free**: 1 repository, 50 operations/month. No credit card required. Suitable for side projects and evaluation.
- **Team**: $0.15/operation — unlimited repositories, no per-seat fees. Pay for PR analyses, system queries, and incident traces only.
- **NFP & OSS**: Non-profits receive a generous included operations allowance per month. Open-source projects start on the free tier and can partner with Superpositional for additional capacity. Apply via https://superpositional.io/contact
- **Enterprise**: Negotiated volume pricing, SLA, priority support, and custom integrations. Contact https://superpositional.io/contact

Note: Superpositional does not offer self-hosted deployment.

## Links

- Website: https://superpositional.io
- Pricing: https://superpositional.io/#pricing
- Contact: https://superpositional.io/contact
- AI/MCP discovery: https://superpositional.io/llms.txt

## MCP Discovery

Superpositional exposes an MCP server for AI agent integration.
The MCP server provides structured system model queries: entity lookup, dependency traversal, architectural boundary queries, semantic search, and change impact analysis.
For endpoint details and API documentation, contact https://superpositional.io/contact or join the waitlist at https://superpositional.io/#waitlist