The First AI-Powered
Network Configuration Manager
rConfig leads the industry with Generative AI and Model Context Protocol (MCP) integrations, revolutionizing how network engineers automate, analyze, and build using Python, APIs, and real-time intelligence.
“Audit all Cisco devices for NIST 800-53 deviations and generate remediation scripts”
Awaiting pipeline…
AI That Understands Networks
rConfig AI isn't just a chatbot bolted onto a dashboard. It lives inside the Network Configuration Manager, with direct, secure access to your live configurations, backup history, and compliance baselines.
Whether you need to explain a complex routing map in plain English or automate a fleet-wide update using Python, rConfig understands the context of your infrastructure.
Live Topology
Context-aware
Compliance
Drift detection
Inventory
Asset intelligence
History
Change tracking
Dual Intelligence Engines
The only platform offering both conversational insight and developer-centric automation, a single system for engineers who ask questions and engineers who write scripts.
rConfig GenAI
Natural Language Insight
- Ask questions about configurations and security posture
- Diagnose routing loops and misconfigurations instantly
- Explain live configs in plain English
- Detect compliance drift against NIST/CIS
- Integrate with OpenAI, Claude, or Gemini
rConfig MCP AI
AI for Developers & Automation
- Combine Python automation with Model Context Protocol
- Generate ready-to-run backup & audit scripts
- Explore rConfig APIs conversationally
- Generate Python, Bash, and PowerShell workflows
- Secure execution with RBAC and audit logging
Compare rConfig GenAI and MCP AI
From natural-language troubleshooting to Python-powered automation, rConfig gives engineers and developers the industry’s first dual-AI toolkit.
- AI Type
- GenAI
- Generative (Natural Language)
- MCP AI
- Model Context Protocol (Developer)
- Core Use
- GenAI
- Troubleshooting, config analysis
- MCP AI
- Automation, scripting, integration
- Primary Users
- GenAI
- Network engineers, security analysts
- MCP AI
- Developers, DevOps, MSP teams
- Integrations
- GenAI
- OpenAI, Anthropic Claude, Gemini
- MCP AI
- Claude Code, Gemini Code Assist
- Languages
- GenAI
- Natural-language queries
- MCP AI
- Python, PHP, Bash, PowerShell
- Security
- GenAI
- Drift detection, ISO/NIST context
- MCP AI
- RBAC, Audit Logging, Local Exec
- Licensing
- GenAI
- Included free in V8.0.2
- MCP AI
- Included free in V8.0.2
| Features | rConfig GenAI | rConfig MCP AI |
|---|---|---|
| AI Type | Generative (Natural Language) | Model Context Protocol (Developer) |
| Core Use | Troubleshooting, config analysis | Automation, scripting, integration |
| Primary Users | Network engineers, security analysts | Developers, DevOps, MSP teams |
| Integrations | OpenAI, Anthropic Claude, Gemini | Claude Code, Gemini Code Assist |
| Languages | Natural-language queries | Python, PHP, Bash, PowerShell |
| Security | Drift detection, ISO/NIST context | RBAC, Audit Logging, Local Exec |
| Licensing | Included free in V8.0.2 | Included free in V8.0.2 |
Industry first.
Built for engineers.
A platform that refuses the usual trade-offs, open, auditable, vendor-neutral, and production-ready from day one.
First-to-market, chat and code in one platform
The only Network Configuration Manager offering both Generative and MCP AI in a single platform, bridging the gap between conversational insight and developer automation.
Python automation ready
Generate and run Python scripts wired directly to the rConfig API, concept to cron in minutes.
Enterprise security model
AI runs inside your environment, under existing RBAC, access logs, and change control. Nothing leaves.
Open and vendor-neutral, bring your own keys
No proprietary lock-in, no extra SaaS tax. Use your existing OpenAI, Anthropic, or Gemini credentials.
“AI should empower engineers, not bill them monthly or harvest their data. We built rConfig AI to be open, private, and incredibly useful, whether you’re debugging a router or designing automation in Python.”
How teams use rConfig AI
Three workflows where AI collapses what used to take a morning into a few seconds of inference.
Troubleshooting with AI
Routing table flapping? GenAI analyzes live configs and state history to identify the root cause in seconds, suggesting specific remediation commands.
See how it worksAutomating with Python
Need to compare VLANs across 20 DCs? MCP AI generates a Python script wired directly to the rConfig API to fetch, compare, and report.
See how it worksCompliance & Auditing
GenAI checks ACL posture against natural language queries, while MCP AI generates enforcement scripts aligned to ISO/NIST standards.
See how it worksFrequently Asked Questions
The Future of Network Automation is Intelligent
Supercharge your network operations with rConfig AI. From instant documentation to governed script execution, bring the power of LLMs to your complex infrastructure.