| name | agrus-scanner |
| description | Network reconnaissance and AI/ML service detection. Scan IP ranges with ping sweeps, port scanning, DNS resolution, and AI service probing across 90+ detection signatures. Use when the user wants to discover hosts, open ports, or AI/ML services on a network. |
| metadata | {"author":"agrus","version":"0.2.2"} |
| compatibility | Requires the Agrus Scanner MCP server running (AgrusScanner.exe --mcp-only). Windows only. |
| allowed-tools | mcp__agrus-scanner__scan_network mcp__agrus-scanner__probe_host mcp__agrus-scanner__list_presets |
Agrus Scanner
Network reconnaissance tool that discovers hosts, open ports, and AI/ML services on local networks.
Prerequisites
The Agrus Scanner MCP server must be running before using these tools:
AgrusScanner.exe --mcp-only
This starts a tray icon and MCP server on the configured port (default 8999).
Available Tools
scan_network
Full network scan: ping sweep, port scan, DNS resolution, optional AI service detection.
Parameters:
ip_range (required) — CIDR notation like 192.168.1.0/24 or range like 10.0.0.1-254preset — Port preset: quick (6 ports), common (22 ports), extended (58 ports), ai (38 AI/ML ports), deep-ai (all 65535 ports, full AI probing), none (ping only). Default: quickskip_ping — Scan all IPs regardless of ping response. Default: false
Returns JSON array of host objects.
probe_host
Deep-scan a single IP with port scanning and AI service detection.
Parameters:
ip (required) — Single IP address like 192.168.1.100ports — Comma-separated ports (80,443,8080) or preset name (ai, quick, etc). Default: ai
Returns JSON object with full host detail.
list_presets
List all available scan presets with port counts and port numbers. Takes no parameters.
Workflow
- Start with
list_presets to understand available scan options
- Use
scan_network with an IP range and appropriate preset for broad discovery
- Use
probe_host on interesting IPs for deeper investigation
- The
ai preset is best for finding AI/ML services (Ollama, vLLM, Stable Diffusion, ComfyUI, etc.)
- Use
deep-ai preset to scan all 65535 ports with full AI probing — catches services on non-standard ports (slow, best for single IPs)
Example
To scan a local network for AI services:
scan_network(ip_range="192.168.1.0/24", preset="ai")
To deep-probe a specific host:
probe_host(ip="192.168.1.50", ports="ai")
AI Services Detected
The scanner detects 60+ AI/ML services across these categories:
- LLM: Ollama, vLLM, HuggingFace TGI, llama.cpp, KoboldCpp, LM Studio, LiteLLM, Jan.ai, GPT4All, LocalAI, FastChat, Tabby, Xinference, SGLang, text-generation-webui, NVIDIA NIM, NVIDIA Dynamo, OpenLLM, MLX-LM, llamafile, Aphrodite Engine
- Image Gen: Stable Diffusion (A1111), ComfyUI, InvokeAI, SD WebUI Forge, Fooocus-API
- Video Gen: SwarmUI, HunyuanVideo
- Voice / STT / TTS: Speaches, whisper.cpp, OpenedAI-Speech, F5-TTS, GPT-SoVITS, XTTS-API-Server, Coqui XTTS Streaming
- ML Platforms: NVIDIA Triton, TorchServe, TensorFlow Serving, MLflow, Ray Serve, BentoML, KServe, MindsDB
- AI UIs: Open WebUI, AnythingLLM, LibreChat, Flowise, Dify, SillyTavern, n8n, PrivateGPT
- Agent Platform: AutoGen Studio, Letta, OpenHands, CrewAI Studio, Langflow
- RAG Platform: Onyx, R2R, kotaemon, RAGFlow, Quivr, Verba, Khoj
- Embeddings: HF Text Embeddings Inference (TEI), Infinity
- Vector DB: Qdrant, ChromaDB, Weaviate, Milvus
- GPU/Infra: NVIDIA DCGM, Docker API with 70+ AI image pattern matches
