TinySearch

Package (oci)

docker run -i --rm -e OTEL_EXPORTER_OTLP_HEADERS=<YOUR_VALUE> docker.io/marcellm01/tinysearch:v0.6.8

Or add to your MCP client config:

{
  "mcpServers": {
    "tinysearch": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "OTEL_EXPORTER_OTLP_HEADERS=<YOUR_VALUE>",
        "docker.io/marcellm01/tinysearch:v0.6.8"
      ]
    }
  }
}

• MCP_TRANSPORT — MCP transport to serve: stdio (default), sse, or streamable-http.
• TINYSEARCH_CONFIG_PATH — Path to a tinysearch_config.json inside the container, for overriding search/embedding defaults.
• SEARXNG_URL — SearXNG search endpoint URL. Only needed if not using the bundled Compose SearXNG service.
• TINYSEARCH_EMBEDDING_BACKEND — Embedding implementation: onnx (default) or openai_compatible.
• TINYSEARCH_EMBEDDING_MODEL — Local ONNX preset (fast, balanced, quality) or a Hugging Face ONNX repository id.
• OTEL_SERVICE_NAME — OpenTelemetry service.name resource attribute; defaults to tinysearch.
• OTEL_EXPORTER_OTLP_ENDPOINT — Common OTLP endpoint for optional TinySearch traces and metrics.
• OTEL_EXPORTER_OTLP_PROTOCOL — OTLP transport: http/protobuf (default) or grpc.
• OTEL_EXPORTER_OTLP_HEADERS secret — Optional authentication or routing headers for the OTLP exporter.
• OTEL_RESOURCE_ATTRIBUTES — Additional standard OpenTelemetry resource attributes.
• OTEL_TRACES_EXPORTER — Set to otlp to enable traces explicitly or none to disable them.
• OTEL_METRICS_EXPORTER — Set to otlp to enable metrics explicitly or none to disable them.
• OTEL_SDK_DISABLED — Set true to disable all OpenTelemetry signals.

Package (pypi 0.6.8)

uvx tinysuite-search

Or add to your MCP client config:

{
  "mcpServers": {
    "tinysearch": {
      "command": "uvx",
      "args": [
        "tinysuite-search"
      ]
    }
  }
}