Mlcroissant Metadata Driven Dataset Discovery And Reproducibility

via “full-dataset metadata retrieval with resource inventory”

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Unique: Provides a single atomic call to retrieve complete dataset context including all resources, avoiding the need for separate API calls per resource and enabling AI agents to make informed decisions about which files to query or download.

vs others: More efficient than iterating through individual resource endpoints; returns the full dataset graph in one call, reducing latency and simplifying agent planning logic compared to sequential resource lookups.