Developer tools · agent memory system
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
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Why people love it
Shares memory across sessions and agents · 2
Search session history for when we discussed XYZ
Aug 2026 · commentWorks across agents for one.
Aug 2026 · comment
What hackers pick instead
- Total Recall for Claude CodeRecommended as a write-gated memory layer for Claude Code that keeps only entries worth saving, so past decisions and conversations stay searchable.12recommend
- OKF Agent MemoryGit-native memory for AI coding agents, a zero-dependency Go binary that preserves context across handoffs. Critics say it adds little beyond local markdown files.9recommend
- ContextifyMac app that backs up and summarizes Claude Code and Codex conversations into a database your AI can read.6recommend
- Claude BrainA memory project for Claude Code that people say works well when CLAUDE.md tells the model when to save and search memories. Critics say it is a thin wrapper around Memvid, not an Anthropic product.6recommend
- JevmemRepo-owned decision log that keeps project memory across Claude Code sessions without manual prompting. Caveat: sends conversation and memory data to TypeSafe AI, a young vendor.6recommend
Every quote
The 7 most detailed of 7 comments. Each links to the original.
Search session history for when we discussed XYZ
Recommends · Aug 2026 · in “Message your other Claude Code sessions”
Works across agents for one.
Recommends · Aug 2026 · in “Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5”
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”
It only implements essential *CRUD* (Create, Read, Update, Delete) methods, minimizing token usage.
Recommends · Dec 2025 · in “Stop Claude Code from forgetting everything”
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”
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”
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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