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Structured Output Agent

mikerawsonnz/gosce-agents

Part of the GOSCE automated agent portfolio, this remote MCP server wraps Instructor and Gemini 2.5 Flash to turn free-text prompts into validated, typed JSON against your field schema. You send a prompt and a Pydantic-style schema, it returns structured data or validation errors. Runs on Vertex AI via getvda.ai with x402 micropayment metering. Useful when you need guaranteed JSON shape from LLM responses without writing your own parsing layer, especially for form extraction, API payload generation, or multi-step workflows where downstream steps expect specific fields. Discovery through the GOSCE Portfolio Router is free, execution is metered per call.

tools
2
transport
HTTP
last updated
Jun 2, 2026
View on GitHub

Install

From registry metadata
$ npx add-mcp https://fastmcp-instructor-72225f.getvda.ai/mcp --name structured-output-agent

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http structured-output-agent https://fastmcp-instructor-72225f.getvda.ai/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 2 tools

Verified live against the running server on Nov 6, 2026.

invokeTurn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).1 params

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

Parameters* required
input*string
JSON request for this capability (the same body you'd send as an A2A message).
selftestFREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. In...

FREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. In...

No parameters. Call it with no arguments.

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Readme

GOSCE Agents

A portfolio of production remote MCP + A2A agents running on getvda.ai, discovered + quality-assured by the GOSCE Portfolio Router. Each agent is capability-scoped, speaks open A2A + MCP, and is metered with Nevermined x402 micropayments (discovery is free).

Generated by GOSCE (GitHub Open-Source Combination Engine) — an automated pipeline that mines the OSS dependency graph for monetizable package combinations and deploys each as a verified agent.

Agents

View the full README on GitHub

Details

Repository
github.com/mikerawsonnz/gosce-agents
Website
fastmcp-instructor-72225f.getvda.ai
Categories
AI & LLM Tools, Data & Analytics
Transport
HTTP
Registry
MCP registry, active
Tools verified
Nov 6, 2026

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