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MCP Memory

Lightweight memory server for AI agents, built on SQLite FTS5 for fast search, and usable from any MCP client that lacks a filesystem, such as claude.ai.

Summarized from 7 comments.

Lightweight memory server for AI agents, built on SQLite FTS5 for fast search, and usable from any MCP client that lacks a filesystem, such as claude.ai.

recommend
5
criticize
2
months recommended
2 of 13

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The 7 most detailed of 7 comments. Each links to the original.

  1. Search session history for when we discussed XYZ

    Recommends · Aug 2026 · in “Message your other Claude Code sessions”

  2. Works across agents for one.

    Recommends · Aug 2026 · in “Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5”

  3. the mcp-server architecture makes it usable from claude.ai and other surfaces where you have mcp but no filesystem

    Recommends · Aug 2026 · in “Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5”

  4. It only implements essential *CRUD* (Create, Read, Update, Delete) methods, minimizing token usage.

    Recommends · Dec 2025 · in “Stop Claude Code from forgetting everything”

  5. Using SQLite FTS5 for fast agent memory is such a pragmatic architectural choice.

    Recommends · Aug 2026 · in “Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5”

  6. Second write obliterates the first. No error, no warning — data just vanishes.

    Criticizes · Mar 2026 · in “You hired the AI to write the tests. Of course they pass”

  7. about the same as grep in a memory/ directory

    Criticizes · Aug 2026 · in “Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5”

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