Aito
Rank #7,586io.github.AitoDotAI/aito
Predictions over your own data with $p and $why, no model training; says when Aito does not fit.
What you can do with Aito
Aito is a Model Context Protocol (MCP) server published by AitoDotAI. It ranks #7,586 of 166,322 active servers on MCP Toplist, and its repository has 5 GitHub stars. Aito is listed on Official MCP, with 2 tracked versions. It was first listed on Oct 10, 2026 and most recently updated on Oct 24, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Aito can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Aito
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by the Official MCP Registry, last synced Nov 2, 2026. Not independently verified by MCP Toplist.
- AITO_URL · optional
- AITO_API_KEY · optional
- AITO_MCP_ALLOW_WRITES · optional
Connect Aito and confirm it works
claude mcp add aito -e "AITO_URL=<your AITO_URL>" -e "AITO_API_KEY=<your AITO_API_KEY>" -e "AITO_MCP_ALLOW_WRITES=<your AITO_MCP_ALLOW_WRITES>" -- uvx aito-mcpReplace each placeholder with your own value before saving.
[mcp_servers.aito]
command = "uvx"
args = ["aito-mcp"]
[mcp_servers.aito.env]
AITO_URL = "<your AITO_URL>"
AITO_API_KEY = "<your AITO_API_KEY>"
AITO_MCP_ALLOW_WRITES = "<your AITO_MCP_ALLOW_WRITES>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"aito": {
"command": "uvx",
"args": [
"aito-mcp"
],
"env": {
"AITO_URL": "<your AITO_URL>",
"AITO_API_KEY": "<your AITO_API_KEY>",
"AITO_MCP_ALLOW_WRITES": "<your AITO_MCP_ALLOW_WRITES>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"aito": {
"command": "uvx",
"args": [
"aito-mcp"
],
"env": {
"AITO_URL": "<your AITO_URL>",
"AITO_API_KEY": "<your AITO_API_KEY>",
"AITO_MCP_ALLOW_WRITES": "<your AITO_MCP_ALLOW_WRITES>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"aito": {
"type": "stdio",
"command": "uvx",
"args": [
"aito-mcp"
],
"env": {
"AITO_URL": "<your AITO_URL>",
"AITO_API_KEY": "<your AITO_API_KEY>",
"AITO_MCP_ALLOW_WRITES": "<your AITO_MCP_ALLOW_WRITES>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"aito": {
"command": "uvx",
"args": [
"aito-mcp"
],
"env": {
"AITO_URL": "<your AITO_URL>",
"AITO_API_KEY": "<your AITO_API_KEY>",
"AITO_MCP_ALLOW_WRITES": "<your AITO_MCP_ALLOW_WRITES>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"aito": {
"command": "uvx",
"args": [
"aito-mcp"
],
"env": {
"AITO_URL": "<your AITO_URL>",
"AITO_API_KEY": "<your AITO_API_KEY>",
"AITO_MCP_ALLOW_WRITES": "<your AITO_MCP_ALLOW_WRITES>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Oct 10, 2026
- Latest version published
- Oct 24, 2026
- Version history
- 2 versions tracked (below)
- Requirements evidence
- Declared by the Official MCP Registry, last synced Nov 2, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 24, 2026
- Official MCP ↗listed since Oct 10, 2026 · still listed
Do you maintain Aito? to correct or enrich this profile.
Available versions (2)
| Version | Published |
|---|---|
| 1.2.1 | Oct 24, 2026 |
| 1.2.0 | Oct 10, 2026 |
Ranks ahead of 158,736 of 166,322 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.AitoDotAI%2Faito)<a href="https://mcptoplist.com/server/io.github.AitoDotAI%2Faito"><img src="https://mcptoplist.com/badge/io.github.AitoDotAI%2Faito.svg" alt="MCP Toplist: Top 5% of 166,322" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Aito?
- Aito is maintained by AitoDotAI, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Aito listed on the Official MCP Registry?
- Yes — Aito is listed on the Official MCP Registry.
- How many versions does Aito have?
- MCP Toplist tracks 2 versions of Aito, most recently published on Oct 24, 2026.
- Where can I find the source code for Aito?
- The source code for Aito is hosted at github.com/AitoDotAI/aito-python-tools.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.