io.github.cisco-open/network-sketcher MCP Server

The Network Sketcher MCP server is described as an AI-native tool for designing and managing Cisco network diagrams from LLMs. It focuses on network diagram generation and management across common diagram formats and Cisco topology layers.

🛠️ Key Features

AI-native network design and diagram management
Cisco network diagram support
Diagram layers: L1/L2/L3
Outputs mentioned: PowerPoint and SVG

🚀 Use Cases

Generate Cisco diagrams from LLM prompts
Create or update network topology documentation using PPT/SVG
Represent network structure across L1/L2/L3 views

⚡ Developer Benefits

Integrates Model Context Protocol (MCP) server functionality
Supports developer workflows around network automation and topology diagrams
Topics aligned with tools/editors (e.g., Cursor, claude-code)

⚠️ Limitations

Source data does not specify available tools, API methods, or configuration options
No details provided on supported device models, validation, or export depth

image

Network Sketcher

Network Sketcher is an AI-native network design and diagramming tool. It generates L1/L2/L3 topology diagrams, device tables, and AI-ready context files from structured network data and natural-language workflows.

For MCP users, Network Sketcher Local MCP lets LLM clients such as Cursor and Claude Code design Cisco-style networks directly through Model Context Protocol tool calls. It runs locally over stdio, keeps master files on your machine, and produces SVG / PowerPoint diagrams plus HTML device tables.

If Network Sketcher helps your workflow, please consider starring the repository.

Common use cases:

Build a 5-site WAN or campus LAN design from an AI conversation
Generate L1 physical, L2 VLAN/broadcast-domain, and L3 IP topology diagrams
Export a combined L1/L2/L3 HTML viewer and an interactive device table
Create an AI Context file so another LLM can review or extend the network design
Import from live inventory: Use Network Sketcher Cisco Extension converters to turn ACI, Catalyst Center, Catalyst SD-WAN, Meraki, Nexus Dashboard, CML, Cyber Vision, SNA, NetBox exports, or config files (IOS / IOS-XE / NX-OS / IOS-XR / ASA) into CLI commands for any Network Sketcher edition

Quick Start: Local MCP in 3 Steps

ns_demo_mcp

The quickest way to try Network Sketcher with an AI agent is the Local MCP edition.

1. Install

bash

git clone https://github.com/cisco-open/network-sketcher/
cd network-sketcher/network-sketcher_local_mcp
python -m pip install -r requirements_mcp.txt

2. Add it to your MCP client

For Cursor, add this to your MCP configuration:

json

{
  "mcpServers": {
    "network-sketcher": {
      "command": "python",
      "args": [
        "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"
      ]
    }
  }
}

For Claude Code:

bash

claude mcp add network-sketcher -- python "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"

Replace /path/to/network-sketcher/ with your local clone path.

3. Ask your agent to build a network

Example prompt:

text

Using Network Sketcher Local MCP, create a small 5-site WAN design with HQ, two data centers, two branches, Internet and WAN waypoints, edge routers, simple L2 segments, and representative IP addressing. Then build the default L1/L2/L3 diagrams and device table.

The generated files will be saved in your Network Sketcher workspace.

image image

Ecosystem & Integrations

Network Sketcher Local MCP is listed on the official MCP Registry and major MCP platforms:

Registries: MCP Registry · Glama · PulseMCP
Hubs: LobeHub

Network Sketcher provides three editions:

Network Sketcher Local MCP — AI-native MCP server for LLM clients (Cursor, Claude Code, etc.). The most direct AI integration: the LLM calls Network Sketcher tools without a browser or copy-paste.
Network Sketcher Online — Browser-based web service.
Network Sketcher Offline — Desktop GUI + CLI. Runs independently with the network-sketcher_offline/ folder alone.

You can use any combination.

	Local MCP (AI-native)	Online (Web Service)	Offline (GUI + CLI)
Interface	LLM client (Cursor, Claude Code, etc.)	Web browser	Desktop GUI / Command-line
Key dependencies	Python + MCP SDK	Python + Flask	Python + tkinter
Multi-user	Single user	Multiple users via browser	Single user
Client requires	Python + MCP client	Web browser only	Python runtime environment
AI-native design	Yes (most direct)	Yes	No
Master format	`.nsm` only	`.xlsx` / `.nsm` both	`.xlsx` only
Internal data storage	No	No	No
External communication	stdio to LLM client (local)	HTTPS	No
Tested platforms	Windows (Mac OS, Linux compatible by design)	Windows (Mac OS, Linux untested)	Windows, Mac OS, Linux
Folder	`network-sketcher_local_mcp/`	`network-sketcher_online/`	`network-sketcher_offline/`

code

network-sketcher/
├── network-sketcher_local_mcp/  # Local MCP edition — MCP server for LLM clients (AI-native)
├── network-sketcher_online/     # Online edition — Web service (browser-based)
├── network-sketcher_offline/    # Offline edition — GUI + CLI (standalone desktop app)
├── README.md
├── LICENSE
└── ...

Extensions: Cisco & Third-Party Converters

The Network Sketcher Cisco Extension repository (Cisco DevNet) is a separate monorepo of converters that turn platform exports or read-only API snapshots into Network Sketcher CLI command scripts (ns_commands.txt). The output works with all three editions — Local MCP, Online, and Offline (GUI / CLI).

Converters: ACI · Catalyst Center · Catalyst SD-WAN · CML · Cyber Vision · Meraki · Nexus Dashboard (NDFC) · Secure Network Analytics · NetBox · template_converter

Learn more: Typical workflow · Tools overview · Third-party converters · Build your own converter

With Local MCP, an AI agent can run a converter, feed ns_commands.txt through run_commands, and finalize with build_default_outputs in one session.

Converter output is a starting draft — see the Cisco Extension README for data-quality caveats and validation guidance.

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Network Sketcher Local MCP

AI-native edition: Network Sketcher Local MCP exposes the engine as a Model Context Protocol (MCP) server, enabling LLM clients such as Cursor and Claude Code to drive network design directly. This is the most direct AI integration of the three editions — no browser, no copy-paste.

image

What is Network Sketcher Local MCP?

Network Sketcher Local MCP is the third edition of Network Sketcher. It wraps network-sketcher_online/ns_engine/ as a library and exposes the Network Sketcher CLI through the Model Context Protocol so that LLM clients can drive network design via Tool calls.

Positioning: The Online edition is "browser + human + LLM (copy-paste)"; the Offline edition is "desktop GUI / CLI"; this edition is "AI-native — the LLM executes the CLI directly".

5min Demo video of the Local MCP edition.

The AI agent Cursor autonomously creates a network using Network Sketcher's Local MCP functionality. It also simultaneously references best practices from other MCPs.

https://github.com/user-attachments/assets/274d5b66-5f4a-407a-bfb5-f71026971fc4

Local MCP Features

No browser, no copy-paste. The LLM calls add device ... and similar commands as Tool invocations
Reuses network-sketcher_online/ns_engine/ as a library (no code duplication)
No changes are made to the existing _online / _offline folders
stdio transport (designed for local operation)
Platform import workflow: See Extensions: Cisco & Third-Party Converters above (run_commands + build_default_outputs)

Limitations (Local MCP)

Single-user edition designed to run on a local PC
Only stdio transport is supported (HTTP/SSE not supported)
Diagram generation for large networks may take some time
LLM clients cannot directly view binary output (PPTX / SVG); if visual feedback is needed, the user should open the generated SVG directly
Verification status: End-to-end verified in both Cursor and Claude Code. The server follows the standard MCP specification, so any MCP-compatible AI agent/client is expected to work, not just these two.

Requirement (Local MCP)

Python 3.10 or later (required by the MCP SDK; the engine itself supports 3.9+)
The full Network Sketcher repository (the network-sketcher_online/ folder must be present)
Recommended LLM: Claude Opus 4.7 or later. The Local MCP edition relies heavily on multi-step tool calling, schema interpretation, and adherence to the layout / workflow rules embedded in the server instructions and AI Context (e.g., RULE 0 / 0.5 layout, RULE 3.5 multi-transport WAN waypoint design, mandatory get_workspace_info to get_ai_context bootstrap). Weaker or older models may struggle with these workflows.

Installation (Local MCP)

bash

git clone https://github.com/cisco-open/network-sketcher/
cd network-sketcher/network-sketcher_local_mcp
python -m pip install -r requirements_mcp.txt

Connection Examples

Cursor and Claude Code use different configuration mechanisms, so the setup steps are split below. Pick the one that matches your client.

For Cursor

Add the following to the Cursor MCP configuration file (File > Preferences > Cursor Settings > MCP → mcp.json):

json

{
  "mcpServers": {
    "network-sketcher": {
      "command": "python",
      "args": [
        "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"
      ]
    }
  }
}

Replace /path/to/network-sketcher/ with the actual path where you cloned the repository. On Windows, you can use either forward slashes (/) or escaped backslashes (\\).

For Claude Code

Register the MCP server with the claude CLI. The -- (double dash) separator is required so that the script path is passed to python rather than parsed as a flag of claude mcp add:

bash

# Local scope (default; current project only, stored in ~/.claude.json)
claude mcp add network-sketcher -- python "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"

# User scope (available across all your projects)
claude mcp add --scope user network-sketcher -- python "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"

# Project scope (shared with team via .mcp.json in project root)
claude mcp add --scope project network-sketcher -- python "/path/to/network-sketcher/network-sketcher_local_mcp/ns_mcp_server.py"

Replace /path/to/network-sketcher/ with the actual path where you cloned the repository. See the Claude Code MCP installation scopes documentation for details on each scope and when to use which.

User Guide (Local MCP)

Language	Link
English	Link
Japanese	Link

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Network Sketcher Online

AI-native software: Network Sketcher Online is designed around AI (LLM) interaction — generate AI context, send it to an LLM, and paste the resulting commands back to update your network design, all within the browser.

image

Demo Video (Ver 3.0.1b)

A demo video of approximately 4 minutes, starting with the installation of Network Sketcher. This demo video demonstrates creating a network configuration using LLM from URL information and performing additional editing. No sound, no captions.

https://github.com/user-attachments/assets/2acaea3b-32f2-4ff0-90ad-a3dc810293d2

What is Network Sketcher Online?

Network Sketcher Online is a browser-based web service. It wraps the Network Sketcher CLI and provides an intuitive web UI for diagram generation and AI-driven network design — no python on PCs required.

Online Features

Network Sketcher Online supports two output modes:

SVG Mode (default): Diagrams are rendered as SVG in the browser. All diagrams (L1/L2/L3, all areas and per-area) are generated in parallel and displayed as thumbnails without needing to download individual files. Master files are stored in the high-performance .nsm format internally. SVG mode is approximately 30x faster than PPTX mode. For compatibility with the Offline edition, master files can also be downloaded in .xlsx format.
PPTX Mode: Diagrams are generated as PowerPoint (.pptx) files, and device files are generated as Excel (.xlsx) files. This is the original output mode and produces the same files as the Offline edition.
All uploaded and generated files are automatically deleted from Network Sketcher Online after the session ends — no data is retained on the server.
Upload master files via drag-and-drop in a web browser
Generate L1/L2/L3 diagrams, device files, and AI context files with selectable outputs
Multi-format diagram download: SVG / SVG (for Visio) / draw.io / draw.io (stencil) — the last variant auto-applies Cisco mxgraph.cisco.* stencils
In-browser preview for PowerPoint (.pptx) and Excel (.xlsx) files without requiring Office software
Copy AI context to clipboard and open LLM with one click
Describe desired changes in a prompt field; the AI context + prompt is copied together for LLM interaction
Update master files by pasting CLI commands from LLM output (Update Master)
Create new master files from scratch via the web UI
Parallel processing for faster diagram generation
Attribute-based device coloring for L1 and L3 diagrams
Session persistence across browser refreshes with automatic cleanup
HTTPS enforced with auto-generated self-signed certificates
All settings managed via ns_web_config.json

Limitations (Online)

Designed for use on internal networks only. Not intended for deployment on the public internet.
IPv4 only. IPv6 is not supported.
Excel (.xlsx) and PowerPoint (.pptx) files cannot be synced back to the master file. All editing is performed through CLI commands generated by an LLM.
In-browser preview for PowerPoint (.pptx) may not render correctly when the browser zoom or display scaling is set to a high value (e.g., 200%).

Requirement (Online)

Tested on Windows only. It may work on Mac OS and Linux, but these platforms have not been verified.
Other requirements are the same as Network Sketcher Offline.

Installation (Online)

bash

git clone https://github.com/cisco-open/network-sketcher/
cd network-sketcher/network-sketcher_online
python3 -m pip install -r requirements_online.txt
cd ..
python3 start_ns_online.py

Open the URL shown at startup (default: https://localhost:5443) in your browser.

To serve on a specific network interface, edit the host and port settings in ns_web_config.json before starting the server.
If no SSL certificate exists, a self-signed certificate is auto-generated on first startup.
If you change the host IP address or other settings in ns_web_config.json, manually delete the SSL certificate files in the Certs/ folder and restart the server. A new certificate matching the updated settings will be auto-generated.
If the fqdn setting in ns_web_config.json is configured, the auto-generated SSL certificate's Common Name (CN) will use the specified FQDN.

User Guide (Online)

Language	Link
English	Link
Japanese	Link

Performance Measurement Summary (Online)

Ver: 3.0.1 (SVG Mode)	64 NW devices 112 Connections	256 NW devices 480 Connections	1024 NW devices 1984 Connections	4096 NW devices 8064 Connections
Master file creation *1	4s	4s	26s	8m 12s
Creation of all configuration diagrams, device tables, and AI Context files	3s	7s	58s	15m 42s

*1 Reflect only L1 information in the no_data master file. Connect adjacent devices. Measure command execution time.
Test environment: Intel Core Ultra 7 (1.70 GHz), 32.0 GB RAM, Windows 11 Enterprise

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Network Sketcher Offline

Overview

https://github.com/user-attachments/assets/9ff207f8-c6b3-4584-b166-98ae4e4c8297

NoLang (no-lang.com) Otologic (https://otologic.jp) CC BY 4.0

Demo video of basic usage

https://github.com/cisco-open/network-sketcher/assets/13013736/b76ec8fa-44ad-4d02-a7c2-579f67ad24a9

AI(LLM) utilization demo video

Full_Version_link(Youtube)

https://github.com/user-attachments/assets/5874411a-0e6d-485d-9f85-4cdc85f3ca07

Concept

Network Sketcher generates network configuration diagrams in PowerPoint and manages configuration information in Excel. Additionally, exporting a AI context can be used to generate config files using LLM.

Automatic generation of each configuration document by metadatization of network configuration information
Automated synchronization between documents
Minimize maintenance and training load by automatic generation of common formats
Facilitate automatic analysis, AI utilization, and inter-system collaboration by metadatization of configuration information.
Template support for equipment configuration image

image

New Features (Offline)

Ver 2.6.1
Network Sketcher Ver 2.6.1 supported the creation of a network configuration with LLM from scratch

image

Ver 2.6.0

Network Sketcher Ver 2.6.0 now supports master file conversion from Visio, draw.io, NetBox, and CML data to Network Sketcher.

image Although Network Sketcher now supports multiple formats, it is not intended to replace the main drawing tool, but rather aims for mutually beneficial development.

For API-driven platform imports, see Extensions: Cisco & Third-Party Converters above (complements Offline GUI import for Visio / draw.io / NetBox files).

Ver 2.5.0
- Communication flow management functionality has been added. image

Limitations (Offline)

IPv4 only. IPv6 is not supported.
A DEVICE file contains multiple sheets, but only one sheet should be updated at a time. Simultaneous synchronization of multiple sheet updates is not supported.
Do not use Network Sketcher on master files in your One Drive folder.
Deleting Layer 1 links using the GUI cannot identify individual interfaces and will delete more Layer 2 data than intended. Use the CLI command (delete l1_link) to delete Layer 1 links.

Requirement (Offline)

Network Sketcher supports cross-platform. Works with Windows, Mac OS, and Linux.
- MAC OS may not display well in Dark mode.
Python ver 3.x
Software that can edit .pptx and .xlsx files
- Microsoft Powerpoint and Excel are the best
- Google Slides and Spreadsheets import/export functionality is available. Excel functions display will show an error, but it works fine.
- Libre Office and Softmaker office cannot be used.

Installation (Offline)

bash

git clone https://github.com/cisco-open/network-sketcher/
cd network-sketcher/network-sketcher_offline
python3 -m pip install -r requirements_offline.txt
python3 network_sketcher.py

bash

#Download via browser
https://github.com/cisco-open/network-sketcher/archive/refs/heads/main.zip

#Unzip the ZIP file and execute the following in the prompt of the folder
cd network-sketcher_offline
python3 -m pip install -r requirements_offline.txt
python3 network_sketcher.py

Installation Supplement (Offline)

Alternative to "python -m pip install -r requirements_offline.txt"

bash

python3 -m pip install tkinterdnd2
python3 -m pip install "openpyxl>=3.1.3,<=3.1.5"
python3 -m pip install python-pptx
python3 -m pip install ipaddress
python3 -m pip install numpy
python3 -m pip install networkx
python3 -m pip install svg.path

Mac OS requires the following additional installation.

bash

brew install tcl-tk
brew install tkdnd

Ubuntu requires the following additional installation.
GUI drag and drop doesn't work on Ubuntu, you need to compile tkdnd from source or use "Browse" and "Submit".

bash

sudo apt-get install python3-tk

User Guide (Offline)

Language	Link
English	Link
Japanese	Link

How to create the exe file for Windows using pyinstaller

bash

pyinstaller.exe [file path]/network-sketcher_offline/network_sketcher.py --onefile --collect-data tkinterdnd2 --additional-hooks-dir  [file path] --clean --add-data "./ns_extensions_cmd_list.txt;." --add-data "./ns_logo.png;."

Performance Measurement Summary (Offline)

Ver: 2.6.1b	64 NW devices 112 Connections	256 NW devices 480 Connections	1024 NW devices 1984 Connections
Master file creation *1	51s	2m45s	25m45s
Layer 1 diagram generation (All Areas with tags)	6s	29s	6m30s
Layer 2 diagram generation	13s	51s	6m53s
Layer 3 diagram generation (All Areas)	10s	56s	14m23s
Device file export	19s	1m4s	5m14s

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Appendix

Feature Support Matrix

Feature Item	Local MCP (LLM-driven CLI)	Online Edition	Offline Edition (GUI)	Offline Edition (CLI)
Create master file from PowerPoint rough sketch	❌	❌	✅	❌
Convert from Visio / Draw.io / NetBox files (built-in Offline GUI)	❌	❌	✅	❌
Import via Cisco Extension converters (see above)	✅	✅	✅	✅
Place / create / delete / modify areas, devices, waypoints	✅	✅	✅ (areas auto-placed in GUI)	✅
Add / delete / modify Layer 1 connections (port names, duplex, etc.)	✅	✅	⚠️ (port cannot be specified on delete)	✅
Change Layer 2 segments (VLAN) / add / delete virtual ports (SVI, loopback, port-channel)	✅	✅	✅	✅
Change IP addresses / Layer 3 instances (VRF)	✅	✅	✅	✅
Change attributes	✅	✅	✅	✅
Add / delete VPNs	❌	❌	✅	❌
Flow management	❌	❌	✅	❌
Export various reports	✅ (IP Address only)	✅ (IP Address only)	✅	❌
Export empty master files (no data)	✅	✅	❌	✅
Export AI context files	✅	✅	✅	✅
Export device files	✅	✅	✅	✅
Generate L1/L2/L3 topology diagrams	✅	✅	✅	✅
Export diagrams as SVG (Visio-compatible) / draw.io (with Cisco stencils)	❌	✅	❌	❌

For Cisco Extension import caveats, see Extensions: Cisco & Third-Party Converters above.

SAMPLE

- Supports various connections

image

Download : Sample.figure5.zip

- Wi-Fi office

Created by using AI context and giving AI (LLM) multiple command generation instructions. image

Download : Sample Office.zip

_{Otologic (https://otologic.jp) CC BY 4.0}

Author

Yusuke Ogawa - Architect, Cisco | CCIE#17583

License

SPDX-License-Identifier: Apache-2.0

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

io.github.cisco-open/network-sketcher MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

Network Sketcher

Quick Start: Local MCP in 3 Steps

1. Install

2. Add it to your MCP client

3. Ask your agent to build a network

Ecosystem & Integrations

Extensions: Cisco & Third-Party Converters

Network Sketcher Local MCP

What is Network Sketcher Local MCP?

5min Demo video of the Local MCP edition.

Local MCP Features

Limitations (Local MCP)

Requirement (Local MCP)

Installation (Local MCP)

Connection Examples

For Cursor

For Claude Code

User Guide (Local MCP)

Network Sketcher Online

Demo Video (Ver 3.0.1b)

What is Network Sketcher Online?

Online Features

Limitations (Online)

Requirement (Online)

Installation (Online)

User Guide (Online)

Performance Measurement Summary (Online)

Network Sketcher Offline

Overview

Demo video of basic usage

AI(LLM) utilization demo video

Concept

New Features (Offline)

Limitations (Offline)

Requirement (Offline)

Installation (Offline)

Installation Supplement (Offline)

User Guide (Offline)

How to create the exe file for Windows using pyinstaller

Performance Measurement Summary (Offline)

Appendix

Feature Support Matrix

SAMPLE

- Supports various connections

- Wi-Fi office

Author

License

Install

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