For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
Redis Python client
Redis Java client
Object mapping, and more, for Redis and Python
Spring Data Redis extensions for better search, documents models, and more
Object mapping, and more, for Redis and .NET
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
The Redis benchmarks specification describes the cross-language/tools requirements and expectations to foster performance and observability standards around redis related technologies. Members from both industry and academia, including organizations and individuals are encouraged to contribute.