engraphis
View on GitHubLocal-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history, MCP, and a self-hosted WebUI.
Local-first memory engine for coding agents, exposing MCP tools and a self-hosted WebUI. Stores durable code-aware context with bi-temporal history, hybrid retrieval, knowledge graph, and token-efficient recall across sessions and repositories.
Use Cases
Persistent memory for coding agents across sessionsCross-repository code-aware recallMCP memory server for Codex and other MCP clientsInspect and search agent memory in a self-hosted WebUIBi-temporal fact history with receiptsKnowledge graph exploration of entities and relationsToken-efficient context packing for LLM promptsLocal-first memory with optional cloud sync clientDocument and Obsidian note import into agent memorySecure erasure and memory maintenance workflowsBenchmarking retrieval quality and context savingsSelf-hosted memory engine for privacy-sensitive development
Built With
- Language
- Python
- Frameworks
- MCP · SQLite · NumPy · Docker · Docker Compose · Playwright · axe-core · force-graph
Tags
agent-memory · local-first · mcp · knowledge-graph · bi-temporal · code-aware-recall · self-hosted · coding-agents · vector-search · hybrid-retrieval · sqlite · webui · context-management · developer-tools · embeddings · python