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// 1h agoOPENSOURCE RELEASE
EverOS Makes Agent Memory Git-Friendly
EverOS is an open-source, local-first memory runtime that stores conversations, files, and agent trajectories as editable Markdown while maintaining SQLite and LanceDB indexes for retrieval. It supports hybrid search, self-evolving skills, and integrations with coding agents through APIs and MCP.
// ANALYSIS
EverOS’s strongest idea is treating Markdown as the source of truth instead of trapping agent memory inside opaque vector databases.
- –Direct file editing makes memories inspectable, diffable, and version-controllable with Git
- –SQLite handles state and auditing while LanceDB provides vector, BM25, and scalar retrieval
- –Separate user and agent memory tracks support both personalization and reusable procedural skills
- –Local-first deployment reduces infrastructure overhead and improves data sovereignty
- –MCP and integrations with Claude Code, Codex, OpenClaw, and Hermes broaden its usefulness beyond one agent stack
// TAGS
everosagent-memoryragvector-dblocal-firstopen-sourcemcp
DISCOVERED
1h ago
2026-10-30
PUBLISHED
1h ago
2026-10-30
RELEVANCE
9/ 10
AUTHOR
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