# Jamf AI Agent Update Summary
## Feature: Natural Language AI Agent for Jamf MCP Server
### What's New
Added an AI-powered natural language interface that allows users to interact with Jamf Pro using conversational commands instead of direct API calls.
### Key Features
- **Natural Language Processing**: Convert plain English requests into MCP tool calls
- Example: "show dwight's computer" → executes searchDevices tool
- Example: "list all policies" → executes listPolicies tool
- **Multiple AI Provider Support**:
- AWS Bedrock (Claude 3 Sonnet) - recommended
- OpenAI API
- Mock provider for testing
- **Two Implementation Modes**:
- **Simple Agent**: Lightweight, direct natural language to tool mapping
- **Full Agent**: Advanced features with task planning, safety checks, and audit logging
### Technical Implementation
- Built with TypeScript and Model Context Protocol (MCP) SDK
- Modular architecture with clear separation of concerns
- Event-driven design for extensibility
- Comprehensive error handling and safety rules
### Usage
```bash
# Run the simple agent (recommended)
npm run agent:simple
# Interactive commands
jamf> list all computers
jamf> get details for device 759
jamf> search for macbook pro
```
### Security Enhancements
- All credentials moved to environment variables
- Created `.env.example` template
- Sanitized all shell scripts
- Added security notice to README
### Files Added
- `/src/agent/` - Complete agent implementation
- `AGENTS.md` - Comprehensive documentation
- `AGENT-STATUS.md` - Current status and known issues
- Example implementations and runner scripts
- NPM scripts for easy execution
### Current Status
- ✅ Natural language understanding working
- ✅ AWS Bedrock integration complete
- ✅ Interactive CLI interface
- ✅ Tool discovery and execution
- ❌ Known issue: searchDevices connection closing (MCP server issue, not agent)
This update provides a more intuitive way to interact with Jamf Pro through the MCP server, making it accessible to users who may not be familiar with API specifics or tool parameters.
