Agent Tools
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Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI). Ideal for extracting typed entities from unstructured text, normalising documents into JSON, building schema-driven form fillers.

Transport
streamable-http
Auth
smithery_api_key
Cost

How to connect

MCP endpoint (streamable-http)
https://server.smithery.ai/a2a/structured-output-agent/mcp
JSON-RPC initialize probe
curl -X POST https://server.smithery.ai/a2a/structured-output-agent/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'
Homepage
https://fastmcp-instructor-72225f.getvda.ai
Listed at (smithery)
https://fastmcp-instructor-72225f.getvda.ai