Qora

Qora

Talk to your data. Get clear answers, insights, and analysis.

Qora lets AI assistants like Cursor and Claude safely explore your database and answer questions about your data in plain English.

Ask things like:

"How many orders did we receive last month?"

"Which products are selling the most?"

"Show me the tables related to customers."

Qora looks up the answers directly from your database and gives them back to your AI assistant.

Qora is read-only by design. It can inspect and query your data, but it cannot insert, update, or delete anything.

How it works

flowchart LR
  You["You ask a question"] --> AI["AI assistant<br/>(Cursor, Claude, …)"]
  AI -->|"uses Qora tools"| Qora["Qora"]
  Qora -->|"explore & read-only queries"| DB[("Your database")]
  DB -->|"rows & schema info"| Qora
  Qora -->|"safe results"| AI
  AI -->|"clear answer"| You

1. You ask something.
2. Your AI assistant calls Qora.
3. Qora looks up schemas/tables or runs a read-only query.
4. Results go back to the assistant, which answers you.

What Qora does

Qora gives your AI assistant safe, read-only access to the database.

• Discover schemas and tables - so the assistant knows what’s available
• Describe table structure - columns, types, and nullability
• Run read-only SQL - the assistant writes the query; Qora validates and executes it
• Return results safely - capped row counts, no writes or schema changes

Read-only by design

1. Only read-style queries are allowed
2. Connect with a read-only database user
3. Result size is capped
4. HTTP access can be limited to specific hosts

Tools

Tool	What it does
list_schemas	See the main areas of your data
list_tables	See what tables exist
describe_table	Understand what's inside a table
run_query	Run a validated read-only SELECT

Docs

• Setup - install, env, MCP clients, HTTP, Docker
• Contributing - Dev Container, scripts, PR checklist