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Agent Memory MCP Server

by adeoluo

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      Enables MCP clients such as Claude Desktop, Cursor and Claude Code to add, search, answer from, and audit an agent's long-term memory stored in a single local SQLite file. Memories are backed by verifiable quotes, ranked by task outcomes, access-controlled, and usable fully offline.
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    • F
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      quality
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      Enables AI coding agents to read and write persistent, local-first memory over MCP, storing decisions, preferences, error patterns, research, and cross-project guidelines in SQLite with semantic search. Agents can recall relevant context before tasks and store new learnings mid-session, keeping knowledge across sessions and projects without any external API calls.
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    • A
      license
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      quality
      D
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      Persistent memory MCP server for Claude Code. Store, search, and retrieve memories across sessions using hybrid vector + keyword search powered by SQLite, FTS5, and sqlite-vec.
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    • A
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      quality
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      Persistent long-term memory for AI coding assistants. Local SQLite, no cloud - 16 MCP tools to store, search, relate, and consolidate typed memories with a confidence lifecycle, hybrid BM25 + semantic search, namespaces, a knowledge graph, and a built-in OS keychain credential vault.
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    • A
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      A
      quality
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      Enables AI assistants to read and write a local-first SQLite memory vault from inside a chat — orienting on inherited context, searching and fetching past decisions and notes, wandering linked memories, and recording new ones on demand. All data stays on the user's machine, shared across local and cloud tools via MCP.
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    • A
      license
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      quality
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      A SQLite-backed MCP memory server providing persistent memory storage with full-text search and knowledge graph capabilities for AI assistants.
      12
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