memrust v0.5.0
First public release: memory infrastructure for AI agents.
Hybrid retrieval (HNSW + BM25 + entity graph + recency) behind an agent-native
remember / recall / forget API with per-signal explained scores, an
embedded web dashboard, HTTP + MCP interfaces, multi-agent private/shared
memory, a full memory lifecycle (TTLs, consolidation, snapshots), and
zero-dependency Python and TypeScript SDKs.
Install
# Python SDK (server client)
pip install memrust
# Engine from source / Docker
cargo build --release # or: docker build -t memrust .
memrust serve # dashboard + HTTP API on :7700
memrust mcp --agent-id me # MCP server for Claude Code etc.macOS binaries are attached below (aarch64 / x86_64); Linux binaries and
crates.io/npm publishes land via CI once the account's Actions access is
restored.
See CHANGELOG.md
for the full v0.1 → v0.5 history.