RedisNexus — AI-Powered Redis Operations Intelligence Platform

The world's first AI-native Redis MCP server + SaaS platform. Nobody has built this before.

What Is This?

RedisNexus is an enterprise-grade platform that makes Redis operations intelligent by combining:

1. Redis MCP Server — 16 enterprise tools that let AI assistants (Claude, GPT, etc.) talk directly to Redis
2. Multi-Tenant SaaS Dashboard — Real-time monitoring for all your Redis instances across products
3. AI-Powered Intelligence — Cache strategy advisor, health scoring, anomaly detection
4. Kubernetes-Native — Production-ready with HA, auto-scaling, backups, Prometheus alerts

Architecture

┌─────────────────────────────────────────────────────────┐
│                    RedisNexus Platform                    │
├─────────────┬──────────────┬────────────┬───────────────┤
│  MCP Server │  Dashboard   │ AI Engine  │ Multi-Tenant  │
│  (16 tools) │  (React SPA) │ (Advisor)  │ (Isolation)   │
├─────────────┴──────────────┴────────────┴───────────────┤
│                    Redis 7.2 (Sentinel HA)               │
│              Master → Replica 1 → Replica 2              │
├─────────────────────────────────────────────────────────┤
│                    Kubernetes (K8s)                       │
│    HPA │ NetworkPolicy │ ServiceMonitor │ CronJob Backup │
└─────────────────────────────────────────────────────────┘

MCP Server — 16 Enterprise Tools

Core Data Operations

Tool	Type	Description
redis_get	Read	Auto-detect type, retrieve any key with metadata
redis_set	Write	SET with TTL, NX/XX flags for distributed locks
redis_hash_set	Write	Atomic multi-field hash operations
redis_hash_get	Read	Selective hash field retrieval
redis_list_push	Write	LPUSH/RPUSH for queue/stack patterns
redis_list_range	Read	Range queries on lists
redis_sorted_set_add	Write	Scored members for leaderboards
redis_sorted_set_range	Read	Rank-based range queries
redis_stream_add	Write	Append to streams with MAXLEN
redis_stream_read	Read	Read stream entries by ID range
redis_publish	Write	Pub/Sub channel publishing

Operations & Intelligence

Tool	Type	Description
redis_scan_keys	Read	Production-safe SCAN (never KEYS)
redis_pipeline_execute	Write	Batch 50+ commands atomically
redis_health_check	Intel	AI-scored health analysis with recommendations
redis_key_analysis	Intel	Keyspace pattern & memory profiling
redis_cache_strategy	Intel	AI advisor for caching architecture
redis_tenant_ops	Intel	Multi-tenant isolation & management
redis_server_info	Read	Comprehensive server metrics
redis_delete	Write	Safe deletion with confirmation gate

Quick Start

1. Local Development (stdio)

cd redis_nexus_mcp/
pip install -r requirements.txt
python redis_mcp_server.py

2. HTTP Server (remote/production)

python redis_mcp_server.py --http --port=8000

3. Docker

docker build -t santhira/redis-nexus-mcp .
docker run -p 8000:8000 \
  -e REDIS_URL=redis://your-redis:6379 \
  santhira/redis-nexus-mcp

4. Kubernetes (Production)

# Deploy entire stack
kubectl apply -f k8s/redis-nexus-full.yaml

# Verify
kubectl get pods -n redis-nexus
kubectl logs -f deployment/redis-nexus-mcp -n redis-nexus

Multi-Tenant SaaS Architecture

RedisNexus supports multiple products sharing the same Redis infrastructure with isolation:

tenant:finspot:*        → Finspot Trading (NOREN)
tenant:linkedeye:*      → LinkedEye ITSM
tenant:voicelead:*      → VoiceLead AI
tenant:clinicvoice:*    → ClinicVoice AI
tenant:hrassist:*       → HRAssist AI

Each tenant gets:

• Key isolation via prefix-based namespacing
• Usage tracking (API calls, memory, key count)
• Resource limits (max keys, max memory, rate limiting)
• Independent health monitoring

AI Intelligence Features

Cache Strategy Advisor

Use case: "trading API price cache for NOREN"
→ Recommends: Cache-aside with 1-5s TTL
→ Suggests: Sorted Sets for rankings, Streams for audit
→ Warns: Enable stampede prevention with SETNX locks

Health Check Scoring

Health Score: 87/100
🟡 WARNING: Memory at 82% — plan capacity increase
🟡 WARNING: 3 slow queries detected (>10ms)
✅ Cache hit rate: 94.2% (healthy)
✅ Replication: 2 replicas connected

Production Checklist

• [x] Redis 7.2 with Sentinel HA (auto-failover)
• [x] AOF + RDB persistence (dual durability)
• [x] Prometheus metrics + Grafana dashboard
• [x] PrometheusRule alerts (memory, latency, replication)
• [x] HPA auto-scaling (2-10 replicas)
• [x] NetworkPolicy (namespace isolation)
• [x] CronJob backups (every 6 hours)
• [x] TLS termination via Ingress
• [x] Rate limiting (100 req/min)
• [x] Non-root container execution
• [x] Health checks (readiness + liveness)

Files

redis_nexus_mcp/
├── redis_mcp_server.py      # MCP Server (16 enterprise tools)
├── requirements.txt          # Python dependencies
├── Dockerfile                # Production container
├── k8s/
│   └── redis-nexus-full.yaml # Complete K8s deployment
└── README.md                 # This file

RedisNexus_Dashboard.jsx      # React SaaS Dashboard (artifact)

Built By

Santhira (Rajkumar Madhu) — Founder & CTO Self-hosted, cost-effective, enterprise-grade.

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RedisNexus: Because your Redis deserves intelligence, not just commands.