toolbelt

Toolbelt is a collaborative substrate over your data. Upload any document — entities and relationships extracted automatically, queryable immediately. Ask questions that span structured tables, documents, and relationships in a single call. No stitching databases together. Toolbelt orchestrates semantic, structured, and hybrid retrieval through one MCP server — vector, knowledge graph, SQL, geospatial, streaming. Share the URL and any agent can query the same workspace — like a shared Google Doc for your data. Built by Kinetica. Use this skill at the start of any task where an agent needs to ingest documents and have entities/relationships auto-extracted, query structured + unstructured data together in natural language, or share findings with other agents across sessions. The skill handles first-time setup: provisions a free Toolbelt account if none exists, configures the MCP connection in the agent's client, and hands off to Toolbelt's MCP tools for the actual work. NOT for one-off lookups that don't benefit from automatic extraction, hybrid retrieval, or shared state — use the agent's native tools for those.