Manages MongoDB Atlas Stream Processing pipelines through the MongoDB MCP Server. Covers workspace provisioning, connection setup for Kafka, Atlas clusters, S3, HTTPS, and Lambda, plus processor lifec
Configures MongoDB client connections across supported driver languages. Tunes pool sizes, timeouts, and reuse patterns based on deployment type, workload, and concurrency. Diagnoses connection errors
Walks through configuring the MongoDB MCP server authentication. Covers three setup paths: direct connection string, Atlas Service Account credentials, or Atlas Local with Docker. Handles shell profil
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 buildi
Diagnoses slow MongoDB queries and recommends indexes based on explain plans, existing collection indexes, and Atlas Performance Advisor output. Follows the ESR rule (Equality, Sort, Range) for compou
A collection of MongoDB schema design patterns and anti-patterns from MongoDB, covering embed-vs-reference decisions, the 16MB document limit, schema validation, and 11 data modeling patterns like buc
Helps MongoDB users pick between Atlas Search, Vector Search, and Hybrid Search, then build the indexes and aggregation pipelines to match. Covers schema inspection, version checks for $rankFusion/$sc