Dev Tools · 2h ago
Local-first MCP servers offer offline agent memory and context
Two new MIT-licensed tools, Mimir and Perseus, provide agent memory and context assembly entirely on local hardware, avoiding cloud dependencies. Mimir is an 8MB Rust binary with AES-256-GCM encryption and bundled embeddings, achieving 91.7% recall@1 on paraphrased queries. Perseus compiles git state and services into deterministic briefings at session start, outperforming RAG baselines in fact coverage.
Meridian48 take
The tools address a genuine gap for regulated environments, but the FTS5 plaintext tradeoff and reliance on MCP client adoption limit immediate enterprise appeal.
agent-memorylocal-first