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