# For Developers & AI Builders

Stargazer's classified data is available via API and MCP tools. One call returns what would take weeks of indexing to build: behavioral signals with phase context, real vs. bundled holder counts, and market cycle state, across six EVM chains and 200B+ analyzed transactions.

Two endpoints:

* **Token Behavior** — full behavioral breakdown for any token: holder composition by group, active triggers, current price phase, and what it means in context.
* **Token Behavior Signals** — active search across all indexed tokens filtered by signal properties and changes. Find tokens where behavioral shifts are happening right now.

**MCP/API** — plug-and-play integration for AI agents and vibe coders, structured and ready to integrate. *(Beta testers only.)*

**What you can build:**

* Trading bots that react to behavioral phase shifts, not just price
* AI agents with real-time context about any token's actual audience
* Alert systems triggered by ecosystem composition changes
* Feeds and dashboards filtered by behavioral signals instead of price action

Prepaid access, no SaaS overhead. For API docs, credentials, and integration support: [**max@stargazer.sh**](mailto:max@stargazer.sh)