Overview
Table Extraction (FREE)
Upload any document with tables and get clean, structured data instantly. Supports ASCII tables, Markdown tables, and complex multi-line formats.
Natural language to SQL query (ONE CENT PER QUERY)
Ask "How many users signed up last month?", and get
"SELECT COUNT(*) FROM users WHERE signup_date >= DATE_SUB(NOW(), INTERVAL 1 MONTH)".
No SQL knowledge is required.
Access the service through REST API or Model Context Protocol (MCP). Upload your database schemas once, then generate unlimited queries.
If you think the generated SQL query is incorrect, report the error through API and get instant refunds.
Highlights
- One cent per query
- FREE table extraction service
- Supporting REST and MCP
Details
Unlock automation with AI agent solutions

Features and programs
Financing for AWS Marketplace purchases
Quick Launch
Pricing
Dimension | Description | Cost/request |
|---|---|---|
Per query generated | Flat rate for each query generated | $0.01 |
Vendor refund policy
Report errors via API and get instant refund
REST
MCP
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Legal
Vendor terms and conditions
Content disclaimer
Delivery details
- Amazon Bedrock AgentCore
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
AI-powered SQL generation through MCP (Model Context Protocol) for Claude Desktop, Cursor, and Windsurf.
Configuration
Claude Desktop
macOS/Linux: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json
Cursor
macOS/Linux: ~/.cursor/mcp.json Windows: %USERPROFILE%\.cursor\mcp.json
Windsurf
macOS/Linux: ~/.codeium/windsurf/mcp_config.json Windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json
{ "mcpServers": { "onesql": { "command": "python3", "args": ["-c", "import urllib.request; exec(urllib.request.urlopen('<https://aws.api.onekq.ai/mcp-server.py>').read())"], "env": {"ONESQL_API_KEY": "your-api-key"} } } }Add "type": "stdio" for Cursor
Usage Examples
1. Extract Tables from Documents (FREE)
2. Upload Schema (Alias = Collection of CREATE TABLEs)
3. List Your Schemas
4. Delete Schema (When Needed)
5. Generate Queries Using Alias
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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