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remindb
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remindb

Active·★ 106·MIT·Updated 2026-05-28
★ Trending★ Memory & Context★ Data Processing

An agentic memory database that cuts session tokens by 75–99%. One portable SQLite file — your agent's memory, anywhere.

remindb stores agentic memory in a single SQLite file. It parses notes into a structured tree with temperature tracking, enables efficient retrieval via FTS5 search, and supports versioning and summarization. This reduces token costs compared to re-reading raw files every session.

#agent-memory#ai-agents#ast#claude-code#cli#codex#developer-tools#fts5
$ Install
$ curl -fsSL https://raw.githubusercontent.com/radimsem/remindb/main/install.sh | bash
↗ Visit site★ GitHub
01

Features

01Structured memory tree with typed nodes (heading, list, code, etc.)
02Temperature mechanism that tracks node usage and promotes hot content
03Automatic summarization of cold nodes via agent-driven compaction
04Git-style versioning with per-node diffs and snapshot cursors
05Full-text search (FTS5) with token budget control
02

Compatibility

Linux
Linux
Verified via docs
macOS
macOS
Verified via docs
Windows
Windows
Verified via docs
03

Quick start

1
$ curl -fsSL https://raw.githubusercontent.com/radimsem/remindb/main/install.sh | bash
04

Use cases

↳Prevent coding agents from re-reading the same notes every session
↳Maintain persistent, cross-session memory for MCP-capable agents
↳Share memory between different agents or devices via a portable .db file
05

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Related searches

remindb AlternativesBest Memory & Context Tools 2026Open Source Memory & Contextremindb Tutorialremindb Vs Competitorsagent-memoryai-agentsast

Comments

Log in to leave a comment
  • S
    Sutton KimMay 16, 2026

    The agentic memory pattern — write what matters, retrieve what's relevant — is implemented cleanly here.

  • R
    Rowan JacksonApr 30, 2026

    Token cost savings make context memory actually economical for production agent deployments.

  • C
    Corey MartinezApr 24, 2026

    75-99% session token reduction is real and significant for long-running agent workflows.

  • E
    Ellis LewisMar 26, 2026

    Single portable SQLite file means memory travels with the project, no server to manage.

  • Q
    Quinn PatelMar 26, 2026

    Works anywhere SQLite runs, which is everywhere. The portability is the key feature.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 106
Last commit2d ago
StatusActive
LicenseMIT
CategoryMemory & Context
Trend (30d)
+4.2↑ 0.8%
Links
Documentation↗Discussion↗Issues↗Releases↗

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