agentralabs/agentic-memory
View on GitHub ↗Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.
22 ★5 forksRustUpdated 2mo ago
What you need to know
AgenticMemory is an immortal cognitive memory for AI agents, storing facts, decisions, reasoning chains, corrections and skills as a navigable graph in a single binary .amem file, exposed to multi-client agents through 13 MCP tools.
Install
cargo install agentic-memory-cli agentic-memory-mcp pip install agentic-brain curl -fsSL https://agentralabs.tech/install/memory | bash
Key features
- ✓Graph-based cognitive memory in a single .amem file
- ✓13 MCP tools
- ✓Five indexes: temporal, semantic, causal, entity, procedural
- ✓Append-only log with BLAKE3 integrity chains
- ✓Hybrid BM25 and vector search
- ✓Sixteen query types
- ✓Multi-client auto-sync
Caveats
- ⚠Remote HTTP and SSE transport is planned but not yet available
Clients: Claude Code · Claude Desktop · Cursor · Windsurf · Cody
Topics
agent-memoryagenticai-agentsbelief-revisionbinary-formatclaudecognitive-architecturecursorgraph-databaseknowledge-graphllmmcpmemorymodel-context-protocolpythonrust
- Stars
- 22★
- Forks
- 5
- Language
- Rust
- License
- MIT
- Created
- 2026-02-18
- Last push
- 2026-06-13