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Praneeth7997

AI Network Troubleshooting MCP Server

by Praneeth7997
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

AI Network Troubleshooting MCP Server

A Python Model Context Protocol server that gives AI agents safe, read-only network troubleshooting tools.

The project is designed for integration with Microsoft Copilot Studio and Microsoft Teams.

Features

  • Device inventory

  • Interface-status inspection

  • VLAN-path diagnosis

  • BGP-neighbor troubleshooting

  • Longest-prefix route lookup

  • Interface-error detection

  • MCP Streamable HTTP transport

  • Docker deployment

  • Automated tests

Related MCP server: IP Fabric MCP Server

Architecture

Microsoft Teams user
→ Copilot Studio agent
→ Remote MCP server
→ Network troubleshooting tools
→ Mock or authorized lab devices

MCP Tools

Tool

Purpose

get_device_inventory

Lists available devices

check_interface_status

Returns interface status and VLAN data

diagnose_vlan_path

Detects access-to-trunk VLAN mismatches

check_bgp_neighbor

Diagnoses BGP neighbor state

get_route

Performs longest-prefix route lookup

get_interface_errors

Finds input and CRC errors

Local Setup

python -m venv .venv
.venv\Scripts\activate
pip install -r requirements-dev.txt

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivitySlowing
ResponsivenessNo issues

Resources

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