v0.1.0 Open Source Release

Your AI context is fading.
Engram makes it permanent.

Don't just store what happened. Store the reasoning, the alternatives, and the roads not taken. A local-first causal knowledge graph for developer decision intelligence.

Explore Repo
~ pip install -e . && engram start
Capabilities

Intelligence you actually own.

Built for architects and engineers. Seamlessly integrated into your existing workflows.

Local Knowledge Graph

Runs entirely on your machine via Neo4j and ChromaDB. Your API keys, your infrastructure. Absolute zero SaaS lock-in.

Universal MCP Integration

One command wires up Claude Code, Cursor, and VS Code. Engram intercepts the session end to extract insights passively.

Epistemic Weighting

Decisions mathematically decay or solidify over time via our background engine based on overrides and temporal propagation.

4-Level Causal Retrieval

We traverse semantic space, causal ancestry, and full episodes to surface exact counterfactuals before you make a mistake twice.

CAPTURE LAYER
LANGGRAPH EXTRACTION PIPELINE
STORAGE LAYER
4-LEVEL CAUSAL RETRIEVAL
INJECTION LAYER
SCROLL DOWN
The Memory Core

The Epistemic Engine

Engram operates constantly in the background, shaping context around your decisions.

Why Switch?

Built for engineering, not general facts.

Here's how Engram compares to the generic memory tools.

Capability Engram claude-mem mem0
Tracks Rejected Alternatives Yes (Graph edges) No No
Tool Interoperability Claude, Cursor, VS Code Claude Code Only API Driven
Data Structure Causal Nodes & Edges Flat Text Files Vector Chunks
Confidence Scoring Async Epistemic Decay No No