Agentic AI Overview
neonto ships an in-process Model Context Protocol (MCP) server that exposes its RDF tooling to AI coding agents, using the same engines that power the editor.
What it is used for
An AI agent working on Turtle, SHACL, SPARQL, or YARRRML files benefits from the same validation and query engines a developer uses inside the editor, rather than guessing at RDF syntax or vocabulary terms from training data alone. The neonto MCP server exposes that tooling — SHACL validation, SPARQL execution, vocabulary lookup, YARRRML/RML processing, and live diagnostics — as MCP tools an agent can call directly.
Requirements
- Desktop VS Code only. The MCP server runs inside the local/desktop extension and is not available in VS Code for the Web.
- License and login required. Like all neonto features, the server is entitlement-gated: requests from an unauthenticated session are rejected with an HTTP 401.
Capabilities
A connected agent can:
- validate and repair RDF data against your SHACL shapes
- model ontologies using real vocabularies from Linked Open Vocabularies
- build data pipelines and run ingestion (YARRRML/RML ETL)
- query your graph and configured SPARQL endpoints
- pull up concise syntax guides on demand
See Agentic Features for each capability with example prompts.