{"id":"redis-api","name":"Redis Cloud API","homepage":"https://redis.com/redis-enterprise-cloud/","repo_url":"https://github.com/redis/redis-py","category":"database","subcategories":["cache","key-value","in-memory","vector-database"],"tags":["redis","cache","key-value","in-memory","pub-sub","vector","session","rest-api","sdk"],"what_it_does":"Managed Redis service providing in-memory data storage for caching, session management, pub/sub messaging, and vector similarity search with Redis Stack modules.","use_cases":["Caching API responses and computed results in agent workflows","Session and state management for multi-step agent interactions","Real-time pub/sub messaging between agent components","Rate limiting and distributed locks for agent coordination","Vector similarity search with Redis Stack for RAG pipelines"],"not_for":["Primary database for large persistent datasets","Complex relational queries and joins","Agents needing SQL interface"],"best_when":"An agent needs ultra-fast in-memory caching, session state, distributed locking, or a real-time pub/sub message bus.","avoid_when":"You need durable primary storage for large datasets or complex relational queries.","alternatives":["mongodb-api","neon-api"],"af_score":85.2,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:06.127727+00:00","performance":{"latency_p50_ms":1,"latency_p99_ms":5,"uptime_sla_percent":99.999,"rate_limits":"No hard rate limits; depends on instance memory and CPU","data_source":"llm_estimated","measured_on":null}}