generate_ai_project
Згенерувати повний проєкт з формами та звітами на основі текстового опису
This record as markdown: /tools/com-quintadb-mcp/generate-ai-project.md
What generate_ai_project does on QuintaDB
AI agents use generate_ai_project to create or update resources in QuintaDB, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your QuintaDB environment.
| Parameter | Type | Required | Description |
|---|---|---|---|
locale | string | — | uk, en, ru |
description | string | Yes | Опис проєкту. Наприклад: 'CRM для клієнтів з угодами та аналітикою продажів' |
Parameters from the server's own tool schema.
Why generate_ai_project is rated Medium
This tool creates new database schemas, forms, and reports at scale based on natural language input. While reversible (Write, not Destructive), the blast radius is high because: (1) it can generate substantial database infrastructure with minimal safeguards, (2) an AI agent given uncontrolled access could generate unintended projects consuming resources, (3) the no-code nature means a non-technical misuse could…
From the tool's definition Tool name 'generate_ai_project' and description 'Zgeneruvaty povnyy proyekt z formamy ta zvitamy na osnovi tekstovogo opysu' (Ukrainian: 'Generate full project with forms and reports based on text description') indicates creation of new database…
Attacks that exploit this kind of access
The rule that runs generate_ai_project safely
PolicyLayer is an MCP gateway: it sits between your AI agents and QuintaDB, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For generate_ai_project, this is the rule to start with:
generate_ai_project stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect QuintaDB, apply this rule, and every generate_ai_project call is checked against it from then on.
Questions about generate_ai_project
Згенерувати повний проєкт з формами та звітами на основі текстового опису. It is categorised as a Write tool in the QuintaDB MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
generate_ai_project accepts 2 parameters: locale, description. Required: description. The full parameter table on this page comes from the server's own tool schema.
Register the QuintaDB MCP server in PolicyLayer and add a rule for generate_ai_project: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches QuintaDB. Nothing to install.
generate_ai_project is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the generate_ai_project rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for generate_ai_project. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
generate_ai_project is provided by the QuintaDB MCP server (https://quintadb.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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