memantoCompanion memory agent for 20+ coding agents, built on Moorcheh — its own information-theoretic engine, no third-party vector DB to manage. Runs local (Docker + Ollama, keyless) or on their cloud.
Why switchBoth put persistent memory under your coding agents: MemMolt is strictly local, a bucket-thread-memo hierarchy over MCP; Memanto is a companion memory agent on its own Moorcheh engine, deployable fully local or on their cloud.
Full comparison → memsearchZilliz's unified memory for coding agents: one Markdown + Milvus store shared across Claude Code, Codex, OpenCode and OpenClaw — hybrid search, plus repeated workflows distilled into skills.
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 → MemMachineLong-term memory layer for AI agents — episodic (graph), profile (SQL) and working memory behind Python/TS SDKs, REST and MCP; ships LangChain, LangGraph, CrewAI and LlamaIndex integrations.
Why switchBoth agent memory layers over MCP: MemMachine ships episodic/profile/working memory with framework SDKs; MemMolt bets on one enforced bucket-thread-memo hierarchy in a single SQLite file.
Full comparison → opencode-memOpenCode 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 switchLocal SQLite+vector agent memory either way: opencode-mem auto-captures per-session for OpenCode; MemMolt is deliberate, structured recall for any MCP client.
Full comparison → MemoriaRust memory layer for AI agents with Git-style version control — snapshot, branch, merge and rollback over MatrixOne's copy-on-write engine, plus hybrid vector + full-text retrieval.
Why switchBoth expose structured long-term memory over MCP; memmolt enforces a bucket-thread-memo hierarchy in SQLite, Memoria is a versioned memory database on MatrixOne.
Full comparison →