Governed LLM Agents × MCP
SHACL-gated tool validation layers so agents operating via Model Context Protocol can only execute actions and queries that adhere to formal semantic constraints.
A proof of concept for an MCP server that validation-gates LLM tool requests. By modeling the agent’s available tools and their schema constraints as an ontology, we can automatically validate tool arguments using SHACL shape validation before the query reaches the target database or system.
Work in progress — this project is currently in the conceptual design phase.