mongodb-natural-language-querying

Generates read-only MongoDB find queries and aggregation pipelines from natural language requests. Fetches collection schema, indexes, and sample documents through the MongoDB MCP server before building queries, so field names and types are validated against real data. Reads the actual collection schema and indexes before writing the query, so it catches wrong field names and suggests missing indexes instead of returning silent empty results.