generated: '2026-07-17'
method: derived
status: candidate
source: openapi/aito-technologies-openapi-original.yml
notes: >-
  No official hosted/remote Aito MCP server was found (no entry in the MCP
  registry, no @modelcontextprotocol package, none referenced in Aito docs). The
  tools below are a CANDIDATE surface derived one-per-operation from the Aito
  Query API OpenAPI, suitable for a wrapping MCP server.
server:
  name: aito
  transport: http
tools:
- name: search
  description: Search rows in a table with a where filter.
  source_operation: openapi/aito-technologies-openapi-original.yml#search
- name: predict
  description: Predict the likelihood of a feature given a hypothesis.
  source_operation: openapi/aito-technologies-openapi-original.yml#predict
- name: recommend
  description: Recommend a row that optimizes a given goal.
  source_operation: openapi/aito-technologies-openapi-original.yml#recommend
- name: similarity
  description: Find distance-ranked similar rows.
  source_operation: openapi/aito-technologies-openapi-original.yml#similarity
- name: match
  description: Pattern-match rows against a proposition.
  source_operation: openapi/aito-technologies-openapi-original.yml#match
- name: relate
  description: Compute statistical relationships between fields.
  source_operation: openapi/aito-technologies-openapi-original.yml#relate
- name: estimate
  description: Estimate numeric field values using K-NN.
  source_operation: openapi/aito-technologies-openapi-original.yml#estimate
- name: aggregate
  description: Aggregate data across rows.
  source_operation: openapi/aito-technologies-openapi-original.yml#aggregate
- name: evaluate
  description: Measure predictive accuracy of a query.
  source_operation: openapi/aito-technologies-openapi-original.yml#evaluate
- name: query
  description: Run a generic query with highlights.
  source_operation: openapi/aito-technologies-openapi-original.yml#query
- name: batch
  description: Run multiple query operations in one request.
  source_operation: openapi/aito-technologies-openapi-original.yml#batch