memsearch alternatives
Curated alternatives to memsearch — and why you'd switch.
opencode-mem
OpenCode plugin giving coding agents persistent cross-session memory — local SQLite + vector search, automatic memory capture, user-profile learning, and a web UI. Nothing leaves your machine.
Why switchSame job — persistent cross-session memory for coding agents — different reach: opencode-mem goes deep on one host (OpenCode, local SQLite, nothing leaves the machine); memsearch spans four hosts with one shared Markdown+Milvus store.
Full comparison →claude-reflect
Claude Code plugin that learns from your corrections — hooks capture them in-session, /reflect syncs approved learnings to CLAUDE.md/AGENTS.md, /reflect-skills mines history into reusable commands.
Why switchBoth mine your sessions into reusable assets: claude-reflect captures corrections into CLAUDE.md and /reflect-skills commands for Claude Code; memsearch's skills-from-memory does the same distillation continuously, across four agent platforms.
Full comparison →MemMolt
Structured long-term memory over MCP: an enforced bucket-thread-memo hierarchy in one SQLite file, hybrid FTS5 + vector search fused with RRF, local embeddings.
Why switchBoth are structured long-term memory with hybrid search for agents: MemMolt enforces a bucket-thread-memo hierarchy in one SQLite file over MCP; memsearch bets on free-form Markdown + Milvus and per-agent plugins.
Full comparison →