mcpbeat

Structured Output Agent MCP Server

io.github.mikerawsonnz/structured-output-agent
answering

Structured Output Agent is answering right now. Last checked 3 min ago. It exposes 2 tools. Last commit 4 Aug 2026.

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

Uptime history 39 hours of history
39 hours agonow
100.0%
Uptime 24h
92 of 92 checks
2
Tools
read from the server
199 ms
Response time
average over 24h
1
Stars
last commit 4 Aug 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

run in your terminal
claude mcp add structured-output-agent --transport http https://fastmcp-instructor-72225f.getvda.ai/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "structured-output-agent": {
      "url": "https://fastmcp-instructor-72225f.getvda.ai/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.structured-output-agent]
url = "https://fastmcp-instructor-72225f.getvda.ai/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "structured-output-agent": {
      "url": "https://fastmcp-instructor-72225f.getvda.ai/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "structured-output-agent": {
      "url": "https://fastmcp-instructor-72225f.getvda.ai/mcp"
    }
  }
}

Available tools 2

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

invoke
invoke
Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).
selftest
selftest
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. Intended for registries, graders and auditors: this is behavioural evidence, not a self-description.

Endpoints

URLTransportStateLatencyChecked
https://fastmcp-instructor-72225f.getvda.ai/mcp streamable-http answering 210 ms 3 min ago

Structured Output Agent — questions

Answers built from our own checks of this server.

What can Structured Output Agent do?
It exposes 2 tools, read directly from the server on our last check. Among them: invoke, selftest. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Structured Output Agent working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 199 ms. The bar chart above shows every period we have measured.
How do I connect Structured Output Agent?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Structured Output Agent need an API key?
No. Structured Output Agent completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 2 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Structured Output Agent?
It answers our handshake in 199 ms on average, which is faster than 63% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Structured Output Agent open source?
Yes — it is published under the MIT licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.