AI memory infrastructure for engineers.
Persistent, queryable memory for AI agents. Vector, graph, and reasoning built in.
docker run -it serialcoder/serialmemory-mcp
SerialMemory is an engineering intelligence layer for complex systems.
Capture, understand, validate, and improve software and hardware architectures—automatically, safely, and at scale.
Modern engineering organizations run on invisible knowledge.
Architectures live in people's heads.
Design decisions vanish in chat threads.
Hardware constraints are buried in PDFs.
Systems grow until no one fully understands them.
Then something breaks.
And no one knows where.
SerialMemory is not a chatbot.
It is not a generic AI wrapper.
SerialMemory builds a living, structured model of your systems.
It understands:
It continuously reasons over that model to surface risks, contradictions, and opportunities for improvement.
Quietly. Reliably. Deterministically.
Four Steps to System Intelligence
Ingest
Design docs, logs, architecture notes, telemetry, and system descriptions
Understand
Convert raw inputs into structured entities, relationships, and constraints
Validate
Run deterministic engineering checks against real-world rules
Optimize
Propose improvements backed by system-wide reasoning
Engineering Intelligence, Not AI Hype
Hybrid System Intelligence
Understands both software and physical engineering systems in a unified model.
Multi-Model Reasoning
Runs specialized reasoning models in parallel and merges results by confidence.
Engineering Validation
Detects electrical, signal, thermal, and dependency issues automatically.
Visual Simulations
Live 2D/3D system maps with risk overlays and animated dependencies.
Tenant-Secure by Design
Every memory and inference is isolated, encrypted, and auditable.
Knowledge Graph
Entities and relationships extracted automatically. Your systems, connected.
Built for People Who Design and Run Complex Systems
Pricing Philosophy
SerialMemory is priced for real engineering work.
We don't charge for seats.
We charge for validated intelligence delivered safely.
Small teams shouldn't need an enterprise budget.
Large systems require predictable economics.
Frequently Asked Questions
Is this a chatbot?
No. SerialMemory is a structured intelligence platform that builds and reasons over system graphs.
Does it modify my code or hardware automatically?
No. It proposes improvements. Humans stay in control.
Can it run locally?
Yes. Local-first and private deployments are supported.
Is my data isolated?
Yes. Tenant isolation is enforced at database and application levels.
Can this scale across teams?
Yes. It was designed from the start for multi-tenant, high-scale workloads.
Start building systems you can finally understand.
SerialMemory gives you memory, reasoning, and clarity—designed for engineers who care about correctness.
Get Started