Structured Output Agent

io.github.mikerawsonnz/structured-output-agent

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

healthy

status

tools exposed

636ms

connect latency

05c9dddc3b2b

schema fingerprint

Tools (1)

invoke

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).

Endpoint

https://fastmcp-instructor-72225f.getvda.ai/mcp
Category: AI & LLM · Last checked: 2026-07-30T13:56:33Z

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.