prowler-mcp

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Atualizado16 de julho de 2026 às 13:15

Creates MCP tools for Prowler MCP Server. Covers BaseTool pattern, model design, and API client usage. Trigger: When working in mcp_server/ on tools (BaseTool), models (MinimalSerializerMixin/from_api_response), or API client patterns.

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prowler-cloud

prowler-cloud/prowler

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Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

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SKILL.md

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name	prowler-mcp
description	Creates MCP tools for Prowler MCP Server. Covers BaseTool pattern, model design, and API client usage. Trigger: When working in mcp_server/ on tools (BaseTool), models (MinimalSerializerMixin/from_api_response), or API client patterns.
license	Apache-2.0
metadata	{"author":"prowler-cloud","version":"1.0","scope":["root","mcp_server"],"auto_invoke":"Working on MCP server tools"}
allowed-tools	Read, Edit, Write, Glob, Grep, Bash, WebFetch, WebSearch, Task

Overview

The Prowler MCP Server uses three sub-servers with prefixed namespacing:

Sub-Server	Prefix	Auth	Purpose
Prowler	`prowler_*`	Required	Prowler Cloud, Private Cloud & Local Server management tools
Prowler Hub	`prowler_hub_*`	No	Security checks catalog
Prowler Docs	`prowler_docs_*`	No	Documentation search

For complete architecture, patterns, and examples, see docs/developer-guide/mcp-server.mdx.

Critical Rules (Prowler Tools Only)

Tool Implementation

ALWAYS: Extend BaseTool (auto-registered via tool_loader.py, only public methods from the class are exposed as a tool)
NEVER: Manually register BaseTool subclasses
NEVER: Import tools directly in server.py

Models

ALWAYS: Use MinimalSerializerMixin for responses
ALWAYS: Implement from_api_response() factory method
ALWAYS: Use two-tier models (Simplified for lists, Detailed for single items)
NEVER: Return raw API responses

API Client

ALWAYS: Use self.api_client singleton
ALWAYS: Use build_filter_params() for query parameters
NEVER: Create new httpx clients

Hub/Docs Tools

Use @mcp.tool() decorator directly—no BaseTool or models required.

Quick Reference: New Prowler Tool

Create tool class in prowler_app/tools/ extending BaseTool
Create models in prowler_app/models/ using MinimalSerializerMixin
Tools auto-register via tool_loader.py

QA Checklist (Prowler Tools)

Tool docstrings describe LLM-relevant behavior
Models use MinimalSerializerMixin
API responses transformed to simplified models
Error handling returns {"error": str, "status": "failed"}
Parameters use Field() with descriptions
No hardcoded secrets

Resources

Full Guide: docs/developer-guide/mcp-server.mdx
Templates: See assets/ for tool and model templates

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name	prowler-mcp
description	Creates MCP tools for Prowler MCP Server. Covers BaseTool pattern, model design, and API client usage. Trigger: When working in mcp_server/ on tools (BaseTool), models (MinimalSerializerMixin/from_api_response), or API client patterns.
license	Apache-2.0
metadata	{"author":"prowler-cloud","version":"1.0","scope":["root","mcp_server"],"auto_invoke":"Working on MCP server tools"}
allowed-tools	Read, Edit, Write, Glob, Grep, Bash, WebFetch, WebSearch, Task

Overview

The Prowler MCP Server uses three sub-servers with prefixed namespacing:

Sub-Server	Prefix	Auth	Purpose
Prowler	`prowler_*`	Required	Prowler Cloud, Private Cloud & Local Server management tools
Prowler Hub	`prowler_hub_*`	No	Security checks catalog
Prowler Docs	`prowler_docs_*`	No	Documentation search

For complete architecture, patterns, and examples, see docs/developer-guide/mcp-server.mdx.

Critical Rules (Prowler Tools Only)

Tool Implementation

ALWAYS: Extend BaseTool (auto-registered via tool_loader.py, only public methods from the class are exposed as a tool)
NEVER: Manually register BaseTool subclasses
NEVER: Import tools directly in server.py

Models

ALWAYS: Use MinimalSerializerMixin for responses
ALWAYS: Implement from_api_response() factory method
ALWAYS: Use two-tier models (Simplified for lists, Detailed for single items)
NEVER: Return raw API responses

API Client

ALWAYS: Use self.api_client singleton
ALWAYS: Use build_filter_params() for query parameters
NEVER: Create new httpx clients

Hub/Docs Tools

Use @mcp.tool() decorator directly—no BaseTool or models required.

Quick Reference: New Prowler Tool

Create tool class in prowler_app/tools/ extending BaseTool
Create models in prowler_app/models/ using MinimalSerializerMixin
Tools auto-register via tool_loader.py

QA Checklist (Prowler Tools)

Tool docstrings describe LLM-relevant behavior
Models use MinimalSerializerMixin
API responses transformed to simplified models
Error handling returns {"error": str, "status": "failed"}
Parameters use Field() with descriptions
No hardcoded secrets

Resources

Full Guide: docs/developer-guide/mcp-server.mdx
Templates: See assets/ for tool and model templates