Prototype · Preview: every server in the official registry, synced every 30 minutes. Reviews and accounts come in a later step.
PopNx MCPMCP servers for people who use AI · explained in plain words

Structured Output Agent

by mikerawsonnzversion 1.0.0i★ –iRuns in the cloud
Registry nameio.github.mikerawsonnz/structured-output-agent

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://fastmcp-instructor-72225f.getvda.ai/mcp

Run this in your terminal

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

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "structured-output-agent": {
      "url": "https://fastmcp-instructor-72225f.getvda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "structured-output-agent": {
      "type": "http",
      "url": "https://fastmcp-instructor-72225f.getvda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://fastmcp-instructor-72225f.getvda.ai/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account mikerawsonnz, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 5668 servers in this category
  • Published to the registry more recently than 16% of the other 5668 servers in this category
  • Basic checks equal to or better than 100% of the other 5668 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Structured Output Agent safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 5 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 2 months ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

GOSCE Agents

A portfolio of production remote MCP + A2A agents running on getvda.ai, discovered + quality-assured by the [GOSCE Portfolio Router](https://router.getvda.ai). 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

AgentCapabilityDocs
Authenticated Multi-LLM Agentoauth-llmREADME · Smithery
Traced LLM Proxytraced-geminiREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-25b8f1auth-llmREADME · Smithery
Authenticated LLM Agentauth-llmREADME · Smithery
ai.getvda/bcrypt-python-jose-d0e0d0authREADME · Smithery
Elasticsearch + Redis Stack Generator (Official Image)infra-stackREADME · Smithery
Structured Output MCP Agentstructured-outputREADME · Smithery
Traced Structured Output Agent (Groq)structured-outputREADME · Smithery
ai.getvda/langchain-core-langchain-openai-l-736876langchain-llmREADME · Smithery
LangSmith-Traced LLM Orchestration Agentlangchain-llmREADME · Smithery
MCP-Native LLM Orchestration Agentlangchain-llmREADME · Smithery
LLM Observability & Orchestration Agentlangchain-llmREADME · Smithery
LLM Observability & Orchestration Agent (LangChain Community)langchain-llmREADME · Smithery
GOSCE Portfolio RouterrouterREADME · Smithery
MySQL + Redis Compose Generator (Adminer)composeREADME · Smithery
ai.getvda/anthropic-google-auth-oauthlib-mc-aed9d5oauth-llmREADME · Smithery
ai.getvda/anthropic-lm-format-enforcer-mcp-5364eatraced-geminiREADME · Smithery
Auth Token MCP Traced ServiceauthREADME · Smithery
Authenticated LLM Agent (Cryptography)oauth-llmREADME · Smithery
Authenticated LLM JWT Agentauth-llmREADME · Smithery
Authenticated MCP Agentauth-llmREADME · Smithery
Authenticated MCP Agent (Bcrypt)auth-llmREADME · Smithery
Authenticated MCP Traced Agentauth-llmREADME · Smithery
ai.getvda/bcrypt-cryptography-langchain-cor-027cf2auth-llmREADME · Smithery
Authenticated MCP Agent (Openai)auth-llmREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-d0e0d0auth-llmREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-dc2f7bauth-llmREADME · Smithery
Auth Token MCP ServiceauthREADME · Smithery
Authenticated LLM Agent (Bcrypt)auth-llmREADME · Smithery
ai.getvda/bcrypt-mcp-openai-3b46a0auth-llmREADME · Smithery
ai.getvda/bcrypt-python-jose-1b8dd0authREADME · Smithery
Postgres + Prometheus + Kafka Stack Generatorinfra-stackREADME · Smithery
Postgres + Kafka Stack Generatorinfra-stackREADME · Smithery
Kafka + Redis + MinIO Stack Generatorinfra-stackREADME · Smithery
Kafka + MinIO + Redis Stack Generatorinfra-stackREADME · Smithery
Postgres + Kafka + Prometheus Stack Generatorinfra-stackREADME · Smithery
Redis + MinIO Stack Generatorinfra-stackREADME · Smithery
Postgres + Prometheus Stack Generatorinfra-stackREADME · Smithery
Authenticated LLM Traced Agentoauth-llmREADME · Smithery
ai.getvda/cryptography-google-auth-oauthlib-7bb152oauth-llmREADME · Smithery
Authenticated LLM Agent (Cryptography)oauth-llmREADME · Smithery
LLM Orchestration JWT Agentlangchain-llmREADME · Smithery
LLM Orchestration Traced Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Cryptography)langchain-llmREADME · Smithery
LLM Orchestration MCP Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Mcp)langchain-llmREADME · Smithery
Integration Agentdrift-observatoryREADME · Smithery
Elasticsearch + Redis + MySQL Stack Generatorinfra-stackREADME · Smithery

| Elasticsearch + Redis Stack Generator | infra-stack | README · [Smithery](h

Only the beginning is shown; read the rest in the repo

Ask PopNx