- id: shodan-ollama-default
  name: "Ollama on default port 11434"
  source: shodan
  category: infrastructure
  query: 'product:"Ollama" port:11434'
  description: "Ollama servers banner-identified on the default port"
  tags: [ollama, self-hosted, tier8]
- id: shodan-ollama-tags
  name: "Ollama /api/tags endpoints"
  source: shodan
  category: infrastructure
  query: 'http.html:"/api/tags" http.title:"Ollama"'
  description: "Ollama servers exposing the model tags listing endpoint"
  tags: [ollama, self-hosted, tier8]
- id: shodan-vllm
  name: "vLLM /v1/models endpoints"
  source: shodan
  category: infrastructure
  query: 'http.html:"vLLM" http.html:"/v1/models"'
  description: "vLLM inference servers exposing the models endpoint"
  tags: [vllm, self-hosted, tier8]
- id: shodan-localai
  name: "LocalAI dashboards"
  source: shodan
  category: infrastructure
  query: 'http.title:"LocalAI"'
  description: "LocalAI self-hosted inference dashboards"
  tags: [localai, self-hosted, tier8]
- id: shodan-lmstudio
  name: "LM Studio servers"
  source: shodan
  category: infrastructure
  query: 'http.title:"LM Studio"'
  description: "Exposed LM Studio local inference servers"
  tags: [lmstudio, self-hosted, tier8]
- id: shodan-textgenwebui
  name: "text-generation-webui instances"
  source: shodan
  category: infrastructure
  query: 'http.title:"text-generation-webui"'
  description: "Exposed oobabooga text-generation-webui instances"
  tags: [textgen, self-hosted, tier8]
- id: shodan-openwebui
  name: "Open WebUI chat servers"
  source: shodan
  category: infrastructure
  query: 'http.title:"Open WebUI" http.html:"/api/chat"'
  description: "Exposed Open WebUI chat front-ends"
  tags: [openwebui, self-hosted, tier8]
- id: shodan-openrouter-proxy
  name: "OpenRouter-linked proxies"
  source: shodan
  category: infrastructure
  query: 'http.html:"openrouter.ai" port:443'
  description: "HTTPS hosts referencing openrouter.ai in page content"
  tags: [openrouter, gateway, tier5]
- id: shodan-portkey-gateway
  name: "Portkey gateway dashboards"
  source: shodan
  category: infrastructure
  query: 'http.title:"Portkey"'
  description: "Exposed Portkey AI gateway dashboards"
  tags: [portkey, gateway, tier5]
- id: shodan-helicone-gateway
  name: "Helicone gateway endpoints"
  source: shodan
  category: infrastructure
  query: 'http.html:"helicone" http.html:"/v1"'
  description: "Hosts referencing Helicone observability gateway endpoints"
  tags: [helicone, gateway, tier5]
- id: shodan-triton-server
  name: "NVIDIA Triton inference servers"
  source: shodan
  category: infrastructure
  query: 'http.html:"NVIDIA Triton" http.html:"/v2/models"'
  description: "Exposed NVIDIA Triton inference servers"
  tags: [triton, nvidia, tier8]
- id: shodan-tgi-hf
  name: "HF text-generation-inference servers"
  source: shodan
  category: infrastructure
  query: 'http.html:"text-generation-inference" "/generate"'
  description: "Hugging Face text-generation-inference servers exposing /generate"
  tags: [huggingface, tgi, tier8]
- id: shodan-langserve
  name: "LangServe endpoints"
  source: shodan
  category: infrastructure
  query: 'http.title:"LangServe"'
  description: "Exposed LangChain LangServe deployments"
  tags: [langserve, tier8]
- id: shodan-fastchat
  name: "FastChat servers"
  source: shodan
  category: infrastructure
  query: 'http.title:"FastChat"'
  description: "Exposed FastChat multi-model serving instances"
  tags: [fastchat, self-hosted, tier8]