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.
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.
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.
The First AI-Powered Network Configuration Manager
Track, revert, and secure network configuration changes with automated rollbacks and version control—ensuring stability and compliance.
Rooted in Purpose, Driven by Innovation
AI That Understands Networks
For the first time, AI works natively within your Network Configuration Manager — blending real-time configuration insight with Python-driven automation and API-level intelligence.
🧠 rConfig GenAI — Natural Language Insight
Ask questions about your configurations, security posture, or compliance status — and get clear, human-readable answers powered by your own AI model.
Diagnose routing loops, misconfigurations, or security risks instantly.
Explain configurations in plain English for team training.
Detect compliance drift against NIST, CIS, and ISO standards.
Integrate seamlessly with OpenAI, Anthropic Claude, or Gemini — your data, your AI, your terms.
⚙️ rConfig MCP AI — AI for Developers
Bring Python automation and Model Context Protocol together.
Ask: “Write a Python script to back up all Cisco devices in group A.”
Get ready-to-run automation instantly.
Explore and extend rConfig APIs conversationally.
Build faster, securely, with full audit and RBAC controls.
Rooted in Purpose, Driven by Innovation
AI That Understands Networks
For the first time, AI works natively within your Network Configuration Manager — blending real-time configuration insight with Python-driven automation and API-level intelligence.
🧠 rConfig GenAI — Natural Language Insight
Ask questions about your configurations, security posture, or compliance status — and get clear, human-readable answers powered by your own AI model.
Diagnose routing loops, misconfigurations, or security risks instantly.
Explain configurations in plain English for team training.
Detect compliance drift against NIST, CIS, and ISO standards.
Integrate seamlessly with OpenAI, Anthropic Claude, or Gemini — your data, your AI, your terms.
⚙️ rConfig MCP AI — AI for Developers
Bring Python automation and Model Context Protocol together.
Ask: “Write a Python script to back up all Cisco devices in group A.”
Get ready-to-run automation instantly.
Explore and extend rConfig APIs conversationally.
Build faster, securely, with full audit and RBAC controls.
Rooted in Purpose, Driven by Innovation
AI That Understands Networks
For the first time, AI works natively within your Network Configuration Manager — blending real-time configuration insight with Python-driven automation and API-level intelligence.
🧠 rConfig GenAI — Natural Language Insight
Ask questions about your configurations, security posture, or compliance status — and get clear, human-readable answers powered by your own AI model.
Diagnose routing loops, misconfigurations, or security risks instantly.
Explain configurations in plain English for team training.
Detect compliance drift against NIST, CIS, and ISO standards.
Integrate seamlessly with OpenAI, Anthropic Claude, or Gemini — your data, your AI, your terms.
⚙️ rConfig MCP AI — AI for Developers
Bring Python automation and Model Context Protocol together.
Ask: “Write a Python script to back up all Cisco devices in group A.”
Get ready-to-run automation instantly.
Explore and extend rConfig APIs conversationally.
Build faster, securely, with full audit and RBAC controls.
Compare rConfig GenAI and MCP AI
See how both AI capabilities redefine Network Configuration Management.
From natural-language troubleshooting to Python-powered automation, rConfig gives engineers and developers the industry’s first dual-AI toolkit for intelligent, secure network automation.
Features
rConfig GenAI
rConfig MCP AI
Use Case / Notes
AI Type
Generative (Natural Language)
Model Context Protocol (Developer)
Two complementary AI types — one for analysis, one for automation.
Core Use
Troubleshooting, Config Analysis, Learning
Automation, Scripting, Integration
Combine both to move from insight to action instantly.
Primary Users
Network Engineers, Security AnalystsAnalysis, Learning
Developers, DevOps, MSPs
Perfect for hybrid NetOps and Python automation teams.
Integrations
OpenAI, Anthropic Claude, Gemini
Claude Code, Codex, Gemini Code Assist
Connect your preferred AI models for both engineering and development workflows.
Programming / Automation Support
Natural-language queries, Config insights
Python, PHP, Bash, PowerShell, REST API
Full support for Python network automation and AI-generated scripts.
Compliance & Security
AI-assisted drift detection, ISO/NIST context
Secure local API orchestration with RBAC
Helps automate compliance reporting and remediation.
Licensing
Included free in rConfig V8.0.2
Included free in rConfig V8.0.2
No license fees, no subscriptions — open-source AI for everyone.
Features
rConfig GenAI
rConfig MCP AI
Use Case / Notes
AI Type
Generative (Natural Language)
Model Context Protocol (Developer)
Two complementary AI types — one for analysis, one for automation.
Core Use
Troubleshooting, Config Analysis, Learning
Automation, Scripting, Integration
Combine both to move from insight to action instantly.
Primary Users
Network Engineers, Security AnalystsAnalysis, Learning
Developers, DevOps, MSPs
Perfect for hybrid NetOps and Python automation teams.
Integrations
OpenAI, Anthropic Claude, Gemini
Claude Code, Codex, Gemini Code Assist
Connect your preferred AI models for both engineering and development workflows.
Programming / Automation Support
Natural-language queries, Config insights
Python, PHP, Bash, PowerShell, REST API
Full support for Python network automation and AI-generated scripts.
Compliance & Security
AI-assisted drift detection, ISO/NIST context
Secure local API orchestration with RBAC
Helps automate compliance reporting and remediation.
Licensing
Included free in rConfig V8.0.2
Included free in rConfig V8.0.2
No license fees, no subscriptions — open-source AI for everyone.
Features
rConfig GenAI
rConfig MCP AI
Use Case / Notes
AI Type
Generative (Natural Language)
Model Context Protocol (Developer)
Two complementary AI types — one for analysis, one for automation.
Core Use
Troubleshooting, Config Analysis, Learning
Automation, Scripting, Integration
Combine both to move from insight to action instantly.
Primary Users
Network Engineers, Security AnalystsAnalysis, Learning
Developers, DevOps, MSPs
Perfect for hybrid NetOps and Python automation teams.
Integrations
OpenAI, Anthropic Claude, Gemini
Claude Code, Codex, Gemini Code Assist
Connect your preferred AI models for both engineering and development workflows.
Programming / Automation Support
Natural-language queries, Config insights
Python, PHP, Bash, PowerShell, REST API
Full support for Python network automation and AI-generated scripts.
Compliance & Security
AI-assisted drift detection, ISO/NIST context
Secure local API orchestration with RBAC
Helps automate compliance reporting and remediation.
Licensing
Included free in rConfig V8.0.2
Included free in rConfig V8.0.2
No license fees, no subscriptions — open-source AI for everyone.
Industry First
Why It Matters
rConfig AI eliminates the gap between human expertise and machine speed. By combining AI reasoning with open-source configurability, engineers can move from question → insight → automation in seconds.
First-to-Market Innovation
The only NCM offering both Generative and MCP AI.
Python Network Automation Ready
Generate and execute Python scripts directly via AI.
Open and Vendor-Neutral
Bring your own AI services — no subscriptions, no lock-in.
Enterprise Security
AI runs fully inside your environment, under existing RBAC and audit controls.
Industry First
Why It Matters
Unchecked network changes can lead to security vulnerabilities, downtime, and compliance failures. Learn how automated rollback and version control protect your infrastructure from costly disruptions.
Configuration Drift & Unintended Changes
Detect and fix unauthorized network modifications before they cause issues.
Python Network Automation Ready
Keep your network stable by preventing misconfigurations and failures.
Open and Vendor-Neutral
Avoid errors and delays with automated, one-click configuration recovery.
Enterprise Security
Maintain detailed rollback logs to meet security and regulatory requirements.
Industry First
Why It Matters
rConfig AI eliminates the gap between human expertise and machine speed. By combining AI reasoning with open-source configurability, engineers can move from question → insight → automation in seconds.
First-to-Market Innovation
The only NCM offering both Generative and MCP AI.
Python Network Automation Ready
Generate and execute Python scripts directly via AI.
Open and Vendor-Neutral
Bring your own AI services — no subscriptions, no lock-in.
Enterprise Security
AI runs fully inside your environment, under existing RBAC and audit controls.
Industry First
Why It Matters
rConfig AI eliminates the gap between human expertise and machine speed. By combining AI reasoning with open-source configurability, engineers can move from question → insight → automation in seconds.
First-to-Market Innovation
The only NCM offering both Generative and MCP AI.
Python Network Automation Ready
Generate and execute Python scripts directly via AI.
Open and Vendor-Neutral
Bring your own AI services — no subscriptions, no lock-in.
Enterprise Security
AI runs fully inside your environment, under existing RBAC and audit controls.
“AI should empower engineers — not bill them monthly or harvest their data,” says Stephen Stack, CTO of rConfig.
“We built rConfig AI to be open, private, and incredibly useful — whether you’re debugging a router or designing automation in Python.”
Real-World Applications
How Teams Use rConfig AI
From Fortune 500 networks to managed service providers, rConfig AI drives efficiency, learning, and intelligent automation.
Troubleshooting with AI
A network engineer asks, “Why does this routing table keep flapping?” GenAI analyzes live configurations and state data to pinpoint the cause, saving hours of manual log analysis.
Automating with Python
A DevOps team requests, “Write a Python script to compare VLAN configs across all datacenters.” MCP AI delivers a clean, executable script that connects directly to rConfig’s API — ready to deploy in minutes.
Compliance and Auditing
Security teams use GenAI to check SNMP or ACL compliance instantly. MCP AI generates reports and policy enforcement scripts aligned with ISO 27001 and NIST 800 frameworks.
Real-World Applications
How Teams Use rConfig AI
From Fortune 500 networks to managed service providers, rConfig AI drives efficiency, learning, and intelligent automation.
Troubleshooting with AI
A network engineer asks, “Why does this routing table keep flapping?” GenAI analyzes live configurations and state data to pinpoint the cause, saving hours of manual log analysis.
Automating with Python
A DevOps team requests, “Write a Python script to compare VLAN configs across all datacenters.” MCP AI delivers a clean, executable script that connects directly to rConfig’s API — ready to deploy in minutes.
Compliance and Auditing
Security teams use GenAI to check SNMP or ACL compliance instantly. MCP AI generates reports and policy enforcement scripts aligned with ISO 27001 and NIST 800 frameworks.
Real-World Applications
How Teams Use rConfig AI
From Fortune 500 networks to managed service providers, rConfig AI drives efficiency, learning, and intelligent automation.
Troubleshooting with AI
A network engineer asks, “Why does this routing table keep flapping?” GenAI analyzes live configurations and state data to pinpoint the cause, saving hours of manual log analysis.
Automating with Python
A DevOps team requests, “Write a Python script to compare VLAN configs across all datacenters.” MCP AI delivers a clean, executable script that connects directly to rConfig’s API — ready to deploy in minutes.
Compliance and Auditing
Security teams use GenAI to check SNMP or ACL compliance instantly. MCP AI generates reports and policy enforcement scripts aligned with ISO 27001 and NIST 800 frameworks.
Real-World Applications
How Teams Use rConfig AI
From Fortune 500 networks to managed service providers, rConfig AI drives efficiency, learning, and intelligent automation.
Troubleshooting with AI
A network engineer asks, “Why does this routing table keep flapping?” GenAI analyzes live configurations and state data to pinpoint the cause, saving hours of manual log analysis.
Automating with Python
A DevOps team requests, “Write a Python script to compare VLAN configs across all datacenters.” MCP AI delivers a clean, executable script that connects directly to rConfig’s API — ready to deploy in minutes.
Compliance and Auditing
Security teams use GenAI to check SNMP or ACL compliance instantly. MCP AI generates reports and policy enforcement scripts aligned with ISO 27001 and NIST 800 frameworks.
rConfig Step By Step
How rConfig Rollback Works: Step-by-Step Guide
From detection to recovery—see how easy rollback is with rConfig.
Detect Changes
rConfig constantly monitors config state
Analyze Diffs
Understand changes before rollback
Roll Back Safely
Instantly return to a known good version
Log & Audit
Every change is logged for compliance
rConfig Step By Step
How rConfig Rollback Works: Step-by-Step Guide
From detection to recovery—see how easy rollback is with rConfig.
Detect Changes
rConfig constantly monitors config state
Analyze Diffs
Understand changes before rollback
Roll Back Safely
Instantly return to a known good version
Log & Audit
Every change is logged for compliance
1. What is rConfig AI and how does it help with Network Automation?
2. Why is rConfig the first to market with both Generative and MCP AI?
3. How does rConfig AI fit into Python-based network automation workflows?
4. What makes rConfig GenAI different from generic AI assistants?
5. Does rConfig AI require internet access or external cloud processing?
7. Can rConfig AI be used in large enterprise or MSP environments?
1. What is rConfig AI and how does it help with Network Automation?
2. Why is rConfig the first to market with both Generative and MCP AI?
3. How does rConfig AI fit into Python-based network automation workflows?
4. What makes rConfig GenAI different from generic AI assistants?
5. Does rConfig AI require internet access or external cloud processing?
7. Can rConfig AI be used in large enterprise or MSP environments?
1. What is rConfig AI and how does it help with Network Automation?
2. Why is rConfig the first to market with both Generative and MCP AI?
3. How does rConfig AI fit into Python-based network automation workflows?
4. What makes rConfig GenAI different from generic AI assistants?
5. Does rConfig AI require internet access or external cloud processing?
7. Can rConfig AI be used in large enterprise or MSP environments?
1. What is rConfig AI and how does it help with Network Automation?
2. Why is rConfig the first to market with both Generative and MCP AI?
3. How does rConfig AI fit into Python-based network automation workflows?
4. What makes rConfig GenAI different from generic AI assistants?
5. Does rConfig AI require internet access or external cloud processing?
7. Can rConfig AI be used in large enterprise or MSP environments?
+5
Generative AI for network configuration management, free and on your terms.
Join the AI Revolution in Network Automation
Be part of the first community of engineers using AI to understand, manage, and automate their networks. Upgrade to rConfig V8.0.2 and explore the world’s first Network Configuration Manager with built-in Generative AI and MCP AI — free, private, and Python-ready.
+5
Generative AI for network configuration management, free and on your terms.
Join the AI Revolution in Network Automation
Be part of the first community of engineers using AI to understand, manage, and automate their networks. Upgrade to rConfig V8.0.2 and explore the world’s first Network Configuration Manager with built-in Generative AI and MCP AI — free, private, and Python-ready.
+5
Generative AI for network configuration management, free and on your terms.
Join the AI Revolution in Network Automation
Be part of the first community of engineers using AI to understand, manage, and automate their networks. Upgrade to rConfig V8.0.2 and explore the world’s first Network Configuration Manager with built-in Generative AI and MCP AI — free, private, and Python-ready.
+5
Generative AI for network configuration management, free and on your terms.
Join the AI Revolution in Network Automation
Be part of the first community of engineers using AI to understand, manage, and automate their networks. Upgrade to rConfig V8.0.2 and explore the world’s first Network Configuration Manager with built-in Generative AI and MCP AI — free, private, and Python-ready.