Docs

Documentation

Everything vioscaleAI serves is a projection of one knowledge base of provenanced facts. These docs cover the machine surfaces an agent or developer will use.

REST & GraphQL API

The /api/v1 endpoint reference, response envelope, GraphQL schema, and content negotiation.

MCP server

Install the Model Context Protocol server and wire vioscaleAI into any agent as a set of tools.

For AI & agents

A practical, copy-paste guide to consuming and citing vioscaleAI from an assistant or agent.

Method & scoring

How the composite score is computed, confidence bands, freshness, and the provenance model.

Quick start

https://www.vioscale.ai/api/v1: self-describing API index
https://www.vioscale.ai/api/v1/software/nextjs: one entity as JSON
https://www.vioscale.ai/software/nextjs.md: the same entity as Markdown
https://www.vioscale.ai/api/graphql: GraphQL + GraphiQL
https://www.vioscale.ai/llms.txt: the corpus map for LLMs