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PopNx MCPMCP servers for people who use AI · explained in plain words

Aito

by AitoDotAIversion 1.2.1i★ –iRuns on your computer
Registry nameio.github.AitoDotAI/aito

Install

Overview

Description from the maker (original English)

Predictions over your own data with $p and $why, no model training; says when Aito does not fit.

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 on your computer
  • Transport: stdio
  • Category: Other
  • You need to fill in: AITO_API_KEY

Install

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

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • You fill in yourself: AITO_URL, AITO_API_KEY, AITO_MCP_ALLOW_WRITES

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

  • PyPIPython’s uv installed (for the uvx command)

Which app do you use?

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

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "aito": {
      "command": "uvx",
      "args": [
        "aito-mcp"
      ],
      "env": {
        "AITO_URL": "your-value",
        "AITO_API_KEY": "your-value",
        "AITO_MCP_ALLOW_WRITES": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add aito --env AITO_URL=your-value --env AITO_API_KEY=your-value --env AITO_MCP_ALLOW_WRITES=your-value -- uvx aito-mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "aito": {
      "command": "uvx",
      "args": [
        "aito-mcp"
      ],
      "env": {
        "AITO_URL": "your-value",
        "AITO_API_KEY": "your-value",
        "AITO_MCP_ALLOW_WRITES": "your-value"
      }
    }
  }
}

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": {
    "aito": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "aito-mcp"
      ],
      "env": {
        "AITO_URL": "your-value",
        "AITO_API_KEY": "your-value",
        "AITO_MCP_ALLOW_WRITES": "your-value"
      }
    }
  }
}

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.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

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

Values you fill in

  • AITO_URL env
    The Aito instance URL. Optional: without it the server uses the `aito start` profile.
  • AITO_API_KEY secret env
    The instance's API key (a read-only key is enough unless writes are enabled).
  • AITO_MCP_ALLOW_WRITES env
    Set to 1 to enable put_schema and upload_rows. Off by default.

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

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

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 9, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account AitoDotAI, 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 applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

  • More stars than 0% of the other 18639 servers in this category
  • Published to the registry more recently than 73% of the other 18639 servers in this category
  • Basic checks equal to or better than 100% of the other 18639 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 Aito 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?

You need to fill in: AITO_API_KEY

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.2.1) reached the registry 15 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Statuser

Alternatives

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

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Statuser

Monitor services, manage incidents and status pages in Statuser.cloud from your AI assistant.

by statuser-cloudEarly↓ 1K/wkUpdated today

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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.

aito-mcp

An MCP server for Aito, the predictive database, for AI assistants and coding agents: uvx aito-mcp.

Its tools are predict, recommend, relate, match, search, query, evaluate, get_schema, put_schema and upload_rows over the Aito v2 API. Each tool's description says when Aito fits and when another tool (a language model, a trained model, a search engine) is the better choice. Results carry $p (a probability you can set a threshold on) and $why (the evidence). It is read-only unless started with AITO_MCP_ALLOW_WRITES=1.

The server finds the instance like the Aito Python SDK: AITO_URL and AITO_API_KEY, or the profile aito start writes for a local Aito (pip install aitoai, then aito start).

claude mcp add aito -- uvx aito-mcp

Setup for Claude Code and other assistants: https://aito.ai/docs/articles/use-aito-from-claude-code-and-other-ai-assistants/

When Aito fits, and when another tool is the better choice: https://aito.ai/docs/articles/when-to-use-aito-and-when-not/

The code lives in aitoai (aito.mcp); this package only installs it with the mcp extra. Source: https://github.com/AitoDotAI/aito-python-tools

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