AI[INCUBAT0R]

Your hub for our Applied AI team's latest tools and releases. We're the top choice for AI devs, now help us build the real-time context engine.

Start on GitHub

Our featured projects

Production-ready releases

RedisVL

A powerful, dedicated Python and Java client library for Redis that enables seamless integration and management of high-dimensional vector data.

PythonJava

Redis MCP server

A natural language interface designed for agentic apps to manage and search data in Redis efficiently.

GitHub DocsBlog

Redis agent skills

A collection of unique skills for AI coding agents that build with Redis.

GitHub Blog

Redis Agent Memory

REST + MCP memory service (working + long-term memory) for agents, with semantic search, LiteLLM provider support, and LangChain/agent tooling.

GitHub

langgraph-redis

Redis-backed checkpointers and stores for LangGraph agents (short-term state, long-term memory, and RAG over Redis Search).

GitHub

Experimental releases

On the leading edge of applied AI

Redis agent filesystemStore an entire filesystem inside standard Redis data structures, no custom module required

GitHub

redisctlA unified CLI for Redis Cloud and Enterprise management

GitHub Docs

redisctl MCP(MCP) server that turns your AI assistant into a Redis power tool for working with data, exploring databases, and managing infrastructure.

Docs

a2a-redisRedis task store, Streams/PubSub queues, and push config store for the Agent-to-Agent (A2A) Python SDK to turn Redis into the persistence and event fabric for A2A agents.

GitHub

adk-redisRedis integration for Google ADK: memory plus session services via Agent Memory Server and search tools via RedisVL

GitHub

claude-mcp-redisAn example wiring Claude Agents SDK to Redis via AMS MCP/RedisVL MCP (Claude + Redis vector/memory) for agent memory and retrieval.

GitHub

Microsoft Agent FrameworkRedis-backed memory and context storage for Microsoft's open-source multi-agent AI framework.

GitHub Docs Demo

Reference agents

Yep. We build our own agents, too.

context-engine-demosAn agentic chat demo using Redis to power context, including Redis Context Retriever, agent checkpointing, and Redis Agent Memory.

GitHub

redis-ai-resourcesA curated list of community resources, integrations, and examples of Redis in the AI ecosystem.

GitHub

redis-sre-agentLangGraph-based Redis SRE agent that uses Redis as the coordination and data plane for triage, diagnostics, and Q&A.

GitHub

redis-slack-worker-agentSlack knowledge/GTM agent that demonstrates Redis Agent Kit, AMS, and LangGraph in a production-ish Slack worker pattern.

GitHub