NetOps
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AI & MCP Tools

Discover expert guides and tutorials on implementing AI, MCPs and LLMs in NetOps

AI & MCP Tools

Wiring Simple Facts to MCP: A Technical Deep Dive

In our announcement post we explained why adding an MCP connector to Simple Facts matters — AI agents need a structured, on-demand interface into your network automation toolkit, and the Model Context...
AI & MCP Tools 〡 Network Automation

MCP Connector: Modernizing Network Inventory with AI

Network automation has always been about closing the gap between what your network is doing and what your systems know about it. Simple Facts was built to close that gap — discover devices, collect st...
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Nautobot icon

Nautobot

The central Source of Truth for network infrastructure data. Nautobot serves as:
Authoritative inventory database
IP address components tracking
Configuration template repository
Automation platform

Nornir

A Python automation framework specifically designed for network automation. Nornir provides:
High-performance concurrent task execution
Deep Python integration
Flexible inventory management
Fine-grained control over network operations
CI/CD

Orchestration & CD/CI

We integrate industry-standard orchestration tools to ensure reliable automation delivery:
Git-based version control
Automated pipelines
Controlled deployment workflows
Continuous integration practices

Ansible

An industry-standard automation platform that excels at network configuration management. We utilize Ansible for:
Network device configuration deployment
State validation and compliance checking
Integration with custom Python modules
Standardized workflow automation

Netbox

The central Source of Truth for network infrastructure data. NetBox serves as:
Authoritative inventory database
IP address components tracking
Configuration template repository
REST API provider for automation workflows

Python

The foundation of our automation framework, Python enables us to create modular, maintainable, and efficient network automation solutions. We leverage Python's extensive standard library and carefully selected packages to build:
Reusable automation components
Custom network management tools
API integrations
Data processing pipelines