Miruvor

Unlock your mind's potential.

Experience the power of Miruvor, the AI that mimics the brain's efficiency and creativity.

Key Features

Neural Memory Encoding

Advanced neural integration techniques that encode memories with unprecedented efficiency, mimicking the brain's natural plasticity and retention mechanisms.

Contextual Intelligence

Seamlessly integrates with your daily workflow, understanding context and relationships to provide intelligent memory recall when you need it most.

Seamless Integration

Connect with your existing tools and workflows. Miruvor adapts to your environment, making memory enhancement effortless and natural.

AI-Driven Optimization

Continuously learns and optimizes memory storage and retrieval patterns, ensuring your most important information is always accessible.

How It Works

01

Capture

Store memories, knowledge, and context from your interactions

02

Process

AI analyzes, organizes, and creates neural connections

03

Recall

Access enhanced memories with perfect context and timing

Integration So Simple,

It's Almost Unfair

QUICK_START.PY
from neuralmem import MemoryAgent

agent = MemoryAgent(api_key="your_key")

agent.remember("user_123", "loves pizza")

memory = agent.recall("user_123")

# Returns: "loves pizza"

What is Neuromorphic

Context Engineering?

Neuromorphic Context Engineering dynamically assembles and activates only the most relevant memories, relationships, and temporal patterns around a spiking neural network, delivering hyper-personalized, biologically-plausible responses in real time.

Unlike traditional vector + prompt stuffing, Miruvor doesn't just retrieve text, it activates living, adaptive neural circuits that evolve with every interaction, preserving chronology, causality, emotions, and long-term user identity at the hardware-neuron level.

Traditional agents forget who you are after 4K tokens.

Miruvor remembers you forever, like a real brain.

AGENT FRAMEWORK

Miruvor Agent Core

NEUROMORPHIC CONTEXT ENGINEERING

MIRUVOR NEUROMORPHIC CAPABILITIES

Fractal-Temporal Activation

Infinite Spiking Long-Term Memory
Dynamic Synaptic Knowledge Graph
Reservoir Attractor Search

Wave-Propagated Context Assembly

Tool Integration

LLM

Hybrid LLM Readout (optional)

How Miruvor Works

1

Spiking Network Construction

Automatically extract and encode entities, relationships, and facts from conversations into neural networks, reconciling new information with existing patterns to maintain accuracy.

2

Associative Spike Retrieval

When your agent needs context, Miruvor propagates query spikes through the network and returns the most relevant activations via attractor convergence.

3

Neural Context Assembly

Miruvor delivers structured, ready-to-use context by combining user traits, interactions, and data while maintaining spike efficiency (no token limits).

Traditional systems hallucinate from stale embeddings.

Miruvor recalls with neuromorphic precision, like a real brain.

Let Your AI Remember — Forever

Join thousands of users who have unlocked infinite memory for their AI assistants.