MCP Tools in Production

AI tooling. One network.

Autonomous agents that diagnose, optimize, and repair your network. Talk to them via Slack, Teams, or voice. They handle the rest.

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Inside the AI operator console

The agent does the work. The dashboard shows the receipts.

AI files the tickets before you see the symptom.

Gateway latency, channel scan, signal drop. The AI writes the ticket. Your team reviews instead of debugging.

Autonomous Agents

Six agents. Zero manual work.

Onboarding Agent

Describe your space. The agent calculates optimal AP placement, channel assignments, and VLAN structure.

Diagnosis Agent

'WiFi is slow in room 302.' Root cause in minutes: interference, overloaded AP, client roaming failure.

Optimization Agent

24/7 channel scanning, power adjustment, client steering. Adapts to changing conditions automatically.

Compliance Agent

DORA, ISO 27001, BSI documentation generated automatically. Tracks firmware versions and access controls.

Migration Agent

Moving from a legacy vendor? Structured workflow: inventory, map configs, deploy in parallel, validate, cut over.

Escalation Agent

When confidence drops, escalates to a human with full context. No guessing, no silent failures.

MCP Tools

Every tool your network needs.

Network Diagnostics

45+

Client analysis, AP health, interference detection, bandwidth monitoring

Configuration

38+

SSID management, VLAN setup, firewall rules, QoS policies

Security

28+

ZenWPA, access control, audit logs, vulnerability scanning

Multi-Vendor

22+

Third-party device discovery, monitoring, management

Compliance

18+

DORA reports, ISO documentation, firmware tracking, incident logs

Portal & Marketing

15+

Guest portal, email capture, voucher system, analytics

VPN & Tunnel

12+

WireGuard, mesh VPN, zero-trust tunnels, NAT traversal

Firmware & OTA

10+

Delta updates, staged rollouts, rollback, version management

Core Technology

The tools behind the agents.

Model Context Protocol. Open standard. Dual transport: stdio for local AI, HTTP for remote. Works with Claude, ChatGPT, any MCP client. Exposes the network through an MCP surface. Open source.

Apps on the agentic layer

Run the apps your team actually uses on the same AI layer.

The agentic AI layer is not a black box. It runs apps your team can pick up and use day one. Airfy Talk is the first such app, a voice-to-work pipeline that captures meetings and field calls, transcribes them, and turns them into the artefacts your team already lives in. Recordings stay on the customer's own GPUs, so the speech and the notes never leave the building.

Voice-to-work pipeline that turns conversations into tickets, notes, and follow-ups without typing.
Runs on the customer's own GPUs, so transcripts and recordings stay inside the operator's infrastructure.
First in a line of apps that sit on top of the agentic networking layer. The platform is the same, the surface is the one the team already knows.

See Airfy Talk