The request names Metabase, so the answer is about Metabase itself: an open source analytics product whose page describes grounding answers in a semantic layer and inspecting the query behind them 1. Metabase's own tooling for this request is the Metabase Representation Format, a YAML-based serialization format for Metabase content such as collections and cards, which is the exact operation the request asks about 1. Related Metabase doors listed are the database metadata format and the `mb`
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Metabasemetabase.comverified and signed
Open source analytics product that answers questions from a semantic layer and lets you inspect the query behind each answer, with its representation format (metabase-representation-format) describing YAML serialization of collections and cards and the `mb` CLI for terminal control 1.
+33 community tools built for it
for agents: metabase-representation-format · metabase-database-metadata · metabase-cli
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Sources
- 1Open source AI analytics you can verify | Metabasemetabase.com · read 2026-10-29
- 10Yamlyaml.dev · read just now
For agents: the 10 actions behind this answer
metabase-representation-format · metabase-representation-format verified and signed
Understands the Metabase Representation Format — a YAML-based serialization format for Metabase content (collections, cards, dashboards, documents, segments, measures, snippets, transforms, actions, and data apps' resources). Use when the user needs to create, edit, understand, or validate Metabase
metadata_type_to_fullname_formats · gravitino found in code, not yet checked
Get metadata type to full name formats. This tool provides the fullname format strings for different metadata types such as catalog, schema, table, model, topic, fileset, and column.
cosmosdb-datamodeling · cosmosdb-datamodeling verified and signed
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file
essbase_query · mcp found in code, not yet checked
Execute an MDX query and return formatted tabular results.
Graph · microsoft-kiota-serialization-form verified and signed
text · ebcdic verified and signed
describe_table · MCP-Brave-Search found in code, not yet checked
Get the schema information for a specific table
type · Redis MCP Server found in code, not yet checked
Returns the string representation of the type of the value stored at key
Amazon · Amazon.Lambda.Serialization.SystemTextJson verified and signed
quotes · ruamel.yaml verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.