1
Documentation overhaul — April 22, 2026
The public docs site has been restructured into a 4-tab, 40+ page resource organized by user intent:
- Guides — Product overview, use cases, taxonomy, pricing, self-hosting
- MCP & Agents — Hosted endpoint, tools reference, tutorials
- API guide — Auth, quickstart, rate limits, resource guides, endpoint reference
- Resources — Data model, glossary, FAQ, troubleshooting
2
Pricing and capability system — April 21, 2026
Atlas now has a structured capability system with three subscription tiers:
- Free — Browse, search, 2 research runs/month, public API with anonymous rate limits
- Atlas Pro ($5/month) — Unlimited research, exports, 1 API key, MCP/OAuth
- Atlas Team (8/seat) — Shared workspace, unlimited API keys, watchlists, SSO, SCIM
- Research Pass — Short-term Team-level individual access (4/7 days)
3
MCP server — April 2026
Atlas exposes a remote MCP server for AI assistants with:
- OAuth-based access for compliant remote MCP clients
- Streamable HTTP transport
- MCP tools for entity search, source review, research-run artifacts, place analysis, coverage gaps, taxonomy resolution, and workspace handoffs
- A single hosted endpoint for compatible assistants
4
Enterprise SSO — April 2026
Atlas Team workspaces now support enterprise single sign-on:
- Google Workspace OIDC
- Google Workspace SAML
- Domain-verified provider configuration