{"id":"mongodb-api","name":"MongoDB Atlas Data API","homepage":"https://www.mongodb.com/atlas","repo_url":"https://github.com/mongodb/mongo-python-driver","category":"database","subcategories":["nosql","document-database","vector-search"],"tags":["mongodb","atlas","nosql","document-database","vector-search","data-api","rest-api","sdk"],"what_it_does":"Cloud-hosted MongoDB service with a Data API for HTTP-based CRUD operations without a MongoDB driver, plus vector search, full-text search, and a full featured database platform.","use_cases":["Storing and querying JSON documents from agent workflows via Data API","Vector similarity search for RAG and semantic search agents","Running aggregation pipelines for data analysis","Atlas Search full-text indexing without Elasticsearch","Multi-cloud database with automatic sharding for large datasets"],"not_for":["Agents needing SQL/relational data access","Simple key-value storage (use Redis instead)","Serverless edge deployments requiring ultra-fast cold starts"],"best_when":"An agent needs flexible schema document storage with vector search capabilities and doesn't want to manage database infrastructure.","avoid_when":"Your data is highly relational and SQL-structured, or you need ultra-low latency key-value access.","alternatives":["redis-api","neon-api"],"af_score":82.5,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.962782+00:00","performance":{"latency_p50_ms":5,"latency_p99_ms":50,"uptime_sla_percent":99.995,"rate_limits":"Data API: rate limits depend on cluster tier; native driver: no hard limits","data_source":"llm_estimated","measured_on":null}}