Ask it like you’d ask a colleague.
No pipelines. No warehouses. No waiting.Unified by default
Hundreds of public sources, normalized into one fast memory — tables, search, and vectors behind a single surface. Everything agrees with everything else.
Conversational
Chat with citations and follow the evidence. Use our native models at no cost, or bring your own keys and keep the models you already trust.
Modular
New sources land as modules. If it’s public, it belongs here — and it’s one toggle away from being part of every answer you’ll ever get.
Your agents already know how. Hand them the world.
One endpoint. Every source.Open District speaks MCP. Point any agent at a single endpoint and it can query, search, and reason over every source we maintain — plus everything you’ve added yourself.
Standard queries, hybrid search, and optimized structure sit behind it, so the experience is unified. It just works.
- STANDARD QUERIES
- HYBRID SEARCH
- COLUMNAR SPEED
- VECTOR MEMORY
- YOUR SOURCES TOO
{
"mcpServers": {
"opendistrict": {
"url": "https://mcp.opendistrict.org/mcp",
"headers": {
"Authorization": "Bearer $OD_API_KEY"
}
}
}
} // that’s the whole integration
And when public isn’t enough, bring your own.
If it’s data, it fits.From a phone address book to a billion-row warehouse — imported, structured, queryable, and part of the same memory.
Boring on the outside. Remarkable underneath.
The under-the-hood spec sheet.- core
- 100% Rust control plane, zero incidental complexity
- cluster
- K3s-native; everything declarative, everything reproducible
- stream
- Redpanda event backbone; Arrow columnar pipelines end-to-end
- store
- Postgres · ClickHouse · Qdrant — the right engine per question
- identity
- Zitadel-grade auth; private by default, always
- upkeep
- The platform files its own issues and ships its own fixes
What we refuse to compromise.
· Open by default
Public data is a public good. We maintain it once, properly, so everyone can stop re-building the same pipes.
· Private by design
Your keys, your sources, your history — yours. Identity and isolation are architecture, not settings.
· Better every day
The system studies how it’s used and improves itself on a continuous loop. Yesterday’s platform is never today’s.
Start asking. Everything.
FREE TO START · BYOK ANYTIME · MCP NATIVE
Field notes, occasionally. Worth the inbox.