netclaw
An AI agent that claws through your network
automate_your_network
The book in PDF format for all to enjoy!
packet_buddy
pcap analysis provided by chatGPT4 Turbo
merlin
Network Magic: Transforming the CLI and REST API using Infrastructure As Code automation
pyATS_MCP
An MCP Server for pyATS (experimental)
MCPyATS
VibeOps - Cisco pyATS MCP Plus Many Other MCPs
ACEye
Business Ready Documents for Cisco ACI
mind_nmap
An automated network Mind Map utility build from markmap.js.org
GeminiCLI_ComputerUse_Extension
A Google Gemini-CLI extension than enables Gemini Computer Use from the CLI
GeminiCLI_Vision_Extension
An Extension for Gemini-CLI that enables Webcam access including single frame capture and American Sign Language (ASL) modes
Document_Buddy
Chat with various documents - XLSX, DOCX, PPTX, CSV, PDF, TXT - using chatGPT 4 Turbo and Langchain
ReACT_AI_Agent_for_Cisco_IOS_XE
Playing with Agents
netbox_react_agent
An artificial intelligence NetBox ReAct Agent
packet_raptor
An AI Assistant using RAPTOR to talk to .pcaps
WindowsFacts
An Ansible playbook that uses the Ansible Setup module to gather Windows facts and transform them into various reports.
Production-Infrastructure
Public repository accompanying the book "Automate Your Network - John Capobianco"
Multi_Device_AI_Agent
Trying to extend AI Agents to a full topology of devices using CML
GeminiCLI_File_Search_Extension
Extending Gemini-CLI with Google Gemini File Search; cloud based RAG
business_ready
A Python CLI that uses pyATS to transform Cisco CLI Commands into various Business Ready Documents
CiscoAPI
Cisco API using Ansible
CiscoIOSFacts
Ansible Playbooks to gather and transform Cisco IOS Facts into human readable documentation automatically
google_drone
100% vibe coded Google Drone using Google Maps SDK / MCP; Vision Extension; Computer Use extension from just prompts
netbox_giftwrap
Transform NetBox APIs into Business Ready formats
Document_graphRAG
graphRAG approach with .pcap
GeminiCLI_Slash_Listen
A /listen feature for Gemini CLI
yatfish
Using pyATS and Batfish to perform real-time network configuration analysis
GeminiCLI_ScreenShare_Extension
Share your screen with Gemini-CLI via this extension using MCP and custom slash commands
GeminiCLI_Packet_Buddy_Extension
A Gemini CLI extension that uses RAG and MCP and Custom Slash Commands to analyze packet captures
ansiblefest2020
My Ansiblefest 2020 deck
ACI_MCP
A Model Context Protocol Server for Cisco Application Centric Infrastructure (ACI) Application Policy Infrastructure Controller (APIC)
uatu
The Marvel Comic Universe API Transformed into Mind Maps
ollama_with_webui
Ollama with WebUI - configured to use GPU
VibeGraphics
An MCP Server / Gemini CLI Extension to create modern Infographics for your project - VibeGraphics - Generated with Nano Banana and animated with Veo3
merlin_unchained
A Django implementation of Merlin
ISE_MCP
An MCP server for Cisco ISE
gait
An open source version and source control system, inspired by Git, for Artificial Intelligence Agents
GeminiCLI_Listen_Extension
Turn Gemini-CLI into a server with /isten commands packaged as a Gemini-CLI extension
CCNP_Automation_Prep
A repository inspired by Designing, Deploying and Managing Network Automation Systems v2.0 (350-901) Section 4.0
Cisco_Facts
Ansible playbooks that use the IOS / NXOS Facts modules and Genie parsed commands to transform RAW JSON into business-ready documentation
Routing_Table_Buddy
Quick streamlit app using langchain and pyats
pyATS_skills
pyATS Skills for Agents
netbox-mcp-server
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
gait_mcp
A Model Context Protocol (MCP) Server for Git for Artificial Intelligence Tracking (GAIT)
Cisco_Multi_AI_Agent
AI Agent using Resoning and Actions (ReAct) Multi AI Agent system for Cisco Systems
BattleChess9000
Inspired by Battle Chess for DOS 1988 - Using Gemini3, Nano Banana3, and Veo3 to reimagine Battle Chess
Cisco_API_v2
Ansible playbooks that capture serial number and PID and send them to the Cisco.com APIs transforming the response into business-ready documents. Version 2.0 uses Jinja2 templates.
bubo
Example using the pyATS REST Connector with IOS-XE / NXOS OpenConfig YANG Model
NAF_AC5
RAG, TOON, MCP Labs for NAF Autocon5 in Munich
ChatterBox
Talk to your Netbox with a Langchain
kagent_vision
A KAgent Agent with Vision - Capture photos, transform them with Nano Banana, animate them with Veo3. Supports ASL.
pyATS_GeminiCLI_Extension
An easy to install pyATS extension for Gemini CLI
IOS_XE_Buddy
A Basic RAG AI Assistant for Cisco IOS XE powered by Cisco pyATS and ollama
pyats_ping_tests
A connectivity test starter kit for pyATS
CiscoNXOSFacts
Ansible Playbooks to gather and transform Cisco NXOS Facts into human readable documentation automatically
NetBox_MCP
MCP using NetBox
NAF_AC4
RAG Labs for NAF Autocon4
Talk_MCP_for_Gemini_CLI
An MCP for Gemini CLI to allow voice
packet_graph
A Knowledge Graph of a .pcap Packet Capture!
chatGPT_Meraki_Event_Analyzer
A chatGPT / Meraki SDK Python powered event analyzer
Packet_KAI8
Packet Buddy on Kubernetes with Ollama and multi-LLM using RACK (Retrieval Augmented Consensus Kubernetes)
chatgpt_client
An interactive Python client for chatGPT
jupyter
Mind Maps of Space
CiscoCertificationMindMaps
Mind Maps of the Cisco Certifications Blueprints
PythonPostmanPokemon
Fun with the Python, Postman, and the PokeAPI
brainfreeze
Mind maps for Cisco ISE APIs
WontYouBeMyNeighbour
Explore the WontYouBeMyNeighbour repository, source files, and documentation on GitHub.
dnac_pyats_testbed
Python code that generates a pyATS Testbed from DNAC as a source of truth
chatGPT_MCP
An MCP Server for chatGPT Chat Completions
CiscoDevNetIOSXESandbox_ReFT
The code used to build the large language model for the Cisco DevNet IOS XE Always-On Sandbox
Packet_TAG
Table Augmented Generation (TAG) with Packet Captures (.pcaps/pcapng)
pyBNS2
A pyATS conversion utility to transform your access layer into IBNS 2.0 using C3PL
screenspeak
AI as a hotkey - Transform your screenshots into real-time audio analysis with chatGPT Vision and Text to Speech
Microsoft_Foundry_Local_RAG
Refactoring my NAF AC4 Workshop from openAI to Foundry Local
gaithub
A hub for Gait repositories
GeminiCLI_Slash_Talk
Enable your microphone on Windows WSL Ubuntu with this and the corresponding MCP
Wikipedia_MCP
A Model Context Protocol (MCP) Server for Wikipedia
pingbuddy
AI Analysis and "chat" with your PING
NetGru
Code that goes with the live stream on NetGru
CiscoPrimeFacts
An Ansible playbook that uses the URI module against the Cisco Prime API based on your hosts file and returns both RAW and structured reports.
isehole
Business Ready Documents from Cisco Identity Services Engine APIs
GeminiCLI_Talk_Extension
An Extension for Gemini-CLI that enables voice (input) and audio (output); requires openAI for TTS currently
GitPacketCopilot
Add a .pcap(ng); automated reporting; all powered by GitActions, Gemini-CLI, and Packet Copilot MCP
GeminiCLI_SubnetCalculator_Extension
An extension for GeminiCLI that performs subnet calculation
ProfessorFrink
Ralph Wiggum + GAIT + pyATS
markmap_mcp
An MCP implementation of markmap.js.org
Document_KAI8
Document Buddy using Kubernetes with 8 different SLM/LLM for multi-AI analysis
Document_RAPTOR
A RAPTOR Tree of your documents used for Language Model Retrieval to chat with the documents!
SpaceAce
An AI Agent for Space ! And a good starting point, a hello world, for AI Agents
merlin_docker_nexus
Merlin for the Cisco DevNet Sandbox - Nexus 9000 as a Docker container
LinuxFacts
An Ansible playbook that uses the Ansible setup module to gather facts about targetted Linux hosts and creates reports based on the real time data
abortion_policies
Easy to read abortion policies from the abortion policy API
CodingWithCapo
Creating a chatGPT client with Python
osi
Mind Map of the OSI Model
NCAAPI
NCAA College Football Stats from 2001 - 2021
bunt
Mind Maps of Major League Baseball from MLB Data API!
Modern_Show_Interfaces_Status
A modern approach to the Cisco IOS-XE show interfaces status command using Python pyATS / Genie and Jinja2 templating to create business-ready CSV, Markdown, and HTML files
CiscoLive2026_VibeOpsLounge
Repository for the full week of Vibe Ops Lounge content for Cisco Live US 2026 in Las Vegas
Packet_Conversations
Selector Packet Copilot Conversations via MCP
vDocs
Businesss Ready Documents from Cisco SD-WAN vManage APIs
leopold
Mind Maps for Cisco Network Services Orchestrator (NSO)
ConfigurationCopilot
A copilot for network configurations
chatGPT_DNAC_analyzer
Using chatGPT prompts from Cisco DNAC REST API data
swarmui_python_script
A Python script to run multiple Image generation models against the SwarmUI API
BlueCatAddressManagerNetworkFacts
An Ansible playbook that uses the BlueCat Address Manager API and creates human readable reports about all networks from the RESTful response
IOS_GenieParsed_Show_Interface_Status
An Ansible playbook that uses Genie to parse and transform the Cisco IOS show interfaces status command into documentation.
IOS_GenieParsed_Show_IP_Int_Brief
An Ansible playbook that uses Genie parser to convert Cisco IOS show ip interface brief command to documentation
kai8s
Ollama as Kubernetes
merlin3d
A Blender based on Network State Data
ai_cli
An AI Powered Command Line Interface on Cisco Catalyst IOS XE with Guestshell;Ollama;phi3
fine_tune_example
Using RAFT from VLAN 1020 from the Cisco Validated Design for FlexPod for AI
COVID_19_Canada
A collection of Ansible playbooks that utilize the covid19tracker.ca API and generate CSV, Markdown, and Mindmap files based on the real-time data
vivlio
Business Ready Documents for Meraki
pyYAHTS
An interpretation of pyATS
NetworkingVideoGameStarterKit
Using Spec Driven Development you can use these 3 files as a starter kit to make your very own educational network themed video game
SharkFest_25_EU_Workshop
Code for the Talk to Your Packets Workshop
A2A
An open protocol enabling communication and interoperability between opaque agentic applications.
pyATS-Agent
A Google-based AI Agent for pyATS
GeminiCLI_GAIT_Extension
A Gemini-CLI extension that adds GAIT support for context control
GeminiCLI_TOON_Extension
An extension that coverts JSON to TOON before sending to Gemini-CLI for tokens savings and better inference!
AI-Adventure-Simulator
AI Halloween Game
Vision_MCP_for_Gemini_CLI
Integrating the webcam with Gemini-CLI via MCP
IOS_XE_RAFT
Using the Retrieval Augmented Fine Tuning (RAFT) approach with Cisco IOS XE JSON using pyATS to fine tune open source models
PokeAgent
A ReAct AI Agent for Pokemon
ACI_Agent
An AI ReAct Agent sysem for Cisco ACI
IOS_GenieParsed_Show_Etherchannel_Summary
An Ansible playbook that uses the Genie parser to transform Cisco IOS show etherchannel summary into usable reports.
DiscordNetworkChatBot
Ansible playbooks that chat with Discord using Ansible, Genie/pyATS, and the Discord webhooks that send network state information as a Discord message!
isecycle
Business Ready Documents from Cisco Identity Services Engine
pyWebExMessage
A Python App that creates and sends WebEx Adapative Cards from input
GET_the_MET
The Metropolitan Museum of Art Collection API As Mind Maps
CLUS_2022
A WebEx Bot that generates adaptive cards for your session
Modern_Show_Version
Cisco IOS-XE Show Version Command Reimagined as a pyATS job that creates CSV / MD / HTML; sends #chatbot messages; and generates MP3 using Google Cloud TTS #voice
QotD
Quote of the Day API
double_helix
Mind Maps of Cisco Digital Network Architecture Centre (DNA-C) REST APIs
awesome-network-automation-ai
A curated list of awesome resources for applying Artificial Intelligence (AI), Large Language Models (LLMs), and Machine Learning (ML) to network automation.
toad
A unified interface for AI in your terminal.
Atlas
Deep L2-L4 analysis of capture.pcap using Packet Copilot.
PrincipalSkinner
First attempt at blending Ralph Wiggum Loops with GAIT - dummy project
NANON96_Workshop
From RAG to MCP
BattleChess9000_Multiplayer_Service
The Google Cloud Run service for the multiplayer
BaseballSuperFan
An AI Agent powered by MCP and A2A for Major League Baseball
GeminiCLI_Slash_Vision
Custom Slash Commands that use Vision MCP to enable webcam access
AgentExchange
A registry for A2A AI Agents
dream_machine
Text to AI generated images which are animated with AI with AI generated audio. Make your dreams come true.
ONUG_Dallas_2025
Repository for ONUG 2025 in Dallas - RAG Session
A2A_Listener
Quick listener to test Agent Push Notifications
pdntspa
Please Do Not Throw Sausage Pizza Away - Side Scrolling Up The OSI Stack
IOS_GenieParsed_Show_IP_ARP
An Ansible playbook that uses the Genie parser to create reports from the show ip arp Cisco IOS command
IOS_GenieParsed_Show_VRF
An Ansible playbook that uses the Genie parser to transform the Cisco IOS "show vrf" command into human readable documentation
Easy_SV3D
A Streamlit and slightly modified and enhanced version of Stability AI SV3D
SecurityAdvisoryLLM
Llama3 Fine Tuned on a security advisory
wikiMD
A Python Package that transforms any Wikipedia Page into a markmap friendly Markdown file
IOS_XE_RAPTOR
An AI assistant for Cisco IOS XE that uses RAPTOR Tree Multi-Query RAG and Ollama so you can 'chat' with your Cisco IOS XE device
Webex_Room_Buddy
An AI Assistant for Webex Rooms powered by langchain, ollama, and open source language models
Webex_Room_RAPTOR
An AI Assistant for Webex Rooms powered by langchain, ollama, and open source language models using a RAPTOR approach for much larger rooms and much deeper insight
Routing_Table_RAPTOR
Artificial Intelligence analysis and chat with a Tree-Oriented Retrieval approach
capophied
A free open source AI chatbot / assistant alternative to chatGPT built using Microsoft phi-2 model
nxpydocs
Automated NXOS Business Ready Documents from th guestshell Python
ipf_demo
Mind map IP Fabric demo
chewtoy
A Mind Map of the Dog CEO API
lightsaber
Mind Maps of the Star Wars API
cerebro
An X-Men: The Animated Series API Mind Map!
portable_pyATS
An Ubuntu, pyATS environment you can shell into, update your testbed, and run pyATS tests locally as a Container
itential_agent_catalogue
Working example
NetworkFly
The fly knows the network
ONUG_MCP_NYC_2025
Repository for ONUG 2025 in NYC - MCP Session John Capobianco
ONUG_RAG_NYC_2025
Repository for ONUG 2025 in NYC - RAG Session John Capobianco
ConfigurationVision
Image to config utility
ziti_example
OpenZiti local example
MajorLeagueBaseball_MCP
An MCP Server for Major League Baseball
pyATS_tests
A group of pyATS tests for xPresso
SpaceGraph
LangGraph AI Agent approach with Space APIs
Network_Mindmaps
Create a hierarchical Mindmap of you network with Ansible, node.js and Markmap
Agent_ISE
AI Agents (ReAct) for Cisco Identity Services Engine
pyreft_testing
Testing pyreft approach to fine tuning
IOS_XE_KAI8
Chat with Cisco IOS XE using mult-AI consensus with Kubernetes and Ollama
chapter_twenty_three
AI code for pyATS
temp
temp
nxpydocs_tests
pyATS tests against nxpydocs JSON
tech_huddle
UK Tech Huddle
jurrasicPy
A Mind Map of Dinosaurs!
vector_maps
Attempt at mind mapping vectors
nkotb
Network Kit on the Blockchain
boyband
A BTS Mindmap
pyWebexNetworkState
A Webex Bot that sends pyATS network state as Adaptive Cards into a Webex room
wiktrola
Transform any Wikipedia page into an MP3 file!
pyKaraoke
Transform song lyrics from Shazam API into Google Text to Speech
squeegee
Mind Maps for Windows 10
ansible_setup_module_k8s
The Ansible Setup Module as a Kubernetes Resource
slone_example
An example of a Science Logic API as a Mind Map
pyKachu
Gotta Mind Map em all!
pyGlobe
Mind Mapping Planet Earth using Python, Jinja2, and restcountries.com
Routing_Mind_Map
IAATJ Discord Session
Itential_Copilot_Plugin
A Copilot Plugin for Itential Builder Skills
omarchy
Beautiful, Modern & Opinionated Linux
NetWorld
Bring your network to life
netdiag-vuln-sample
Tiny network diagnostics CLI with a planted CWE-78 OS command injection - target codebase for the Antares-1B vulnerability scanner demo
catalyst-center-health-test
Reverse-engineering test: rebuilding Itential FlowAI agent tools as IAG wrappers around an MCP server
War_for_Layer_4
A Spec Driven Development (SDD) example using three.js: A tank action game where you try to deliver your packet
PacktEngineeringAgenticNetworkOperations
Labs and presentation from Packt Engineering Agentic Network Operations Session
IsThisPacketImportant
Learn Quality of Service RFC 4594 in a fun interactive way with this spec driven developed game!
SDD_Solitaire
Solitaire developed using SDD
SDD_Sidescroller
Simple side scroller made using SDD approach and Claude
itential_mark_map
A mark map MCP implementation for Itential
itential_gait_mcp
GAIT MCP adjusted for FlowAI
LiveYouTubeJanuary
January's live vibe
torero_ideation
Ideas about Torero as a platform
chapter_twenty
xpresso interface test
WizardGame
Wizard Game
Find_A_Job_Agent
An AI Agent that can help find work!
langchain_agents
Langchain agents
IOS_XE_Config_graphRAG
Microsoft graphRAG applied to Cisco IOS XE running config via Cisco pyATS
chapter_thirteen
Chapter 13
chapter_eleven
recording
chapter_eight
placeholder
chapter_seven
Automated Network Documentation
space
A Space API openai plugin
pokedex
A Pokemon API openai plugin
WHIP
Explore the WHIP repository, source files, and documentation on GitHub.
crosswork_companion
Transform Cisco Crosswork into business ready documents
sublimation
Business Ready Documents from Cisco Firepower Thread Defence
nxpydocs_output
Example output repository for nxpydocs
easy_yang
YANG Models Transformed
pyWebexPoll
Generate and send a poll to WebEx
hedera-sdk-py
Hedera SDK in Python
code-exchange-repo-template
Template for creating a repo for software related to Cisco technologies to be shared with the DevNet community via Code Exchange
netjsongraph.js
NetJSON NetworkGraph visualizer based on d3.js
hello_there
Hello There !
genieparser
sub-component of Genie that parse the device output into structured datastructure
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228 PUBLIC REPOSITORIES · GITHUB SNAPSHOT: SEPTEMBER 23, 2026