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NornicDB
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NornicDB

Active·★ 917·NOASSERTION·Updated 2026-10-22

NornicDB is a high-performance graph database designed for AI agents and knowledge systems. It is Neo4j-compatible, offering intelligent features like automatic relationship discovery, memory decay, and native GPU-accelerated vector search.

NornicDB sits in the Voice / Speech category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Neo4j Compatible. A representative use case is AI Agent Memory. The listed license is NOASSERTION. GitHub stars are currently 917. Relevant tags include Graph Database, AI Agents.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#Graph Database#AI Agents#Knowledge Graph#Neo4j Compatible#GPU Acceleration#Vector Search#Cypher#Go
$ Install
$ docker run -d --name nornicdb -p 7474:7474 -p 7687:7687 -v nornicdb-data:/data timothyswt/nornicdb-arm64-metal-bge:latest
↗ Visit site★ GitHub
01

Features

01Neo4j Compatible
02Intelligent Memory with Decay Tiers
03Automatic Relationship Discovery
04GPU-accelerated Native Vector Search
05Heimdall AI Assistant
02

Why choose it

+Neo4j Compatible
+Intelligent Memory with Decay Tiers
+AI Agent Memory
+Supports 6 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Docker
Deployment
Verified via docs
Apple Silicon (macOS)
Platform
Verified via docs
NVIDIA GPU (Linux/Windows)
Platform
Verified via docs
CPU (Linux/Windows)
Platform
Verified via docs
Go
Runtime
Verified via docs
Neo4j Protocol
Compatibility
Verified via docs
05

Quick start

1
$ docker run -d --name nornicdb -p 7474:7474 -p 7687:7687 -v nornicdb-data:/data timothyswt/nornicdb-arm64-metal-bge:latest
06

Use cases

↳AI Agent Memory
↳Knowledge Graphs
↳
↳RAG Systems
↳Session Context Management
↳Research Tools
07

Alternatives

⚡Top VS:
VSLLMTornado★649→VScaura★504→VSmcp-tts★74→VSmemini★28→
LLMTornado logo
LLMTornado★ 649
The .NET library to build AI agents with 25+ built-in connectors.
VSCompare→
caura logo
caura★ 504
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
VSCompare→
mcp-tts logo
mcp-tts★ 74
MCP Server for Text to Speech
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memini logo
memini★ 28
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
VSCompare→
iai-personal-memory-engine logo
iai-personal-memory-engine★ 911
Independent Autistic Intelligence — a cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
VSCompare→
okf-agent-memory logo
okf-agent-memory★ 827
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
VSCompare→
memora logo
memora★ 744
Give your AI agents persistent memory.
VSCompare→
caura-memclaw logo
caura-memclaw★ 504
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
VSCompare→
See all alternatives →

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
orneryd /
NornicDB
↗

NornicDB is a high-performance graph + vector database built for AI agents and knowledge systems. It speaks Neo4j's (Bolt + Cypher) and qdrant's (gRPC) languages so you can use Nornic with zero code changes, while adding intelligent features including a graphql endpoint, air-gapped embeddings, GPU accelerated search, and other intelligent features.

917
Last commitToday
StatusActive
CategoryVoice / Speech
Links
Documentation↗Discussion↗Issues↗Releases↗
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