squish-memory
Active·★ 12·NOASSERTION·Updated 2026-10-02
Squish is a local-first, open-source memory system designed for AI agents, preventing them from forgetting past decisions, constraints, and preferences. It integrates with various coding agents and offers CLI, an MCP server, and a desktop app for managing and recalling relevant context.
#AI Agent Memory#Context Management#Local-first#Knowledge Graph#SQLite#CLI Tool#MCP Standard#Developer Tool
01
Features
01Unified Memory System for AI Agents
02Local-first Storage with SQLite and Cloud Sync Option
03Automatic Context Injection for Agents (50-200 tokens)
04Multiple Interfaces: CLI, MCP Server, and Desktop App
05Compatibility with Various Coding Agents via MCP Standard
02
Compatibility
Node.js
Runtime
Verified via docs
MCP Standard
Agent Interface
Verified via docs
AI Agents
Integrates with
Verified via docs
SQLite
Database
Verified via docs
MacOS
OS
Verified via docs
Windows
OS
Verified via docs
03
Quick start
1
$ npm install -g squish-memory
2
$ squish install --all
04
Use cases
↳Enhancing AI Agent Performance by Providing Persistent Memory
↳Managing and Recalling Development-Specific Knowledge and Preferences
↳Injecting Relevant Context into Coding Assistants like Claude Code or Codex
05
Alternatives
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state-memory-mcp★ 48
Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.
memo★ 24
Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.
sqlite-memory-mcp★ 18
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-machine bridge sync
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