AgentIndex icon
AgentIndex
squish-memory logo
squish-memory
★ 12
vs
sqlite-memory-mcp logo
sqlite-memory-mcp
★ 18

squish-memory vs sqlite-memory-mcp

squish-memory: 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.; sqlite-memory-mcp: SQLite Memory MCP Server provides a governed, local-first cross-agent memory solution for coding agents, built on SQLite. It features provenance-rich knowledge graphs, hybrid retrieval, and reviewable promotion workflows for robust, shared context across multiple AI agents.

01

TL;DR

squish-memory logo
squish-memoryMemory & Context · ★ 12

Enhancing AI Agent Performance by Providing Persistent Memory

Read squish-memory full review →
sqlite-memory-mcp logo
sqlite-memory-mcpMemory & Context · ★ 18

Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects.

Read sqlite-memory-mcp full review →
02

Side-by-Side Comparison

Field
squish-memory logosquish-memory
sqlite-memory-mcp logosqlite-memory-mcp
Category
Memory & Context
Memory & Context
Stars
★ 12
★ 18
License
NOASSERTION
MIT
Install Command
npm install -g squish-memory && squish install --all
git clone https://github.com/RMANOV/sqlite-memory-mcp.git && cd sqlite-memory-mcp && pip install -e .
Updated
2w ago
5d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent Memory, Context Management, Local-first
SQLite, Agent Memory, Knowledge Graph
03

Features

squish-memory logosquish-memory
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
sqlite-memory-mcp logosqlite-memory-mcp
01WAL mode for 10+ concurrent sessions without file locking conflicts, ensuring high availability and performance.
02Hybrid retrieval combining BM25/FTS5 keyword search with optional semantic (sqlite-vec) results using Reciprocal Rank Fusion.
03Provenance tracking and approval-aware promotion of candidate claims to canonical facts through a human or policy-gated review process.
04Cross-machine synchronization of shared entities across multiple devices via a private Git repository for consistent knowledge across workflows.
05Built-in structured task management functionality, including Kanban board generation, and session tracking for context continuity across restarts.
04

Use Cases

squish-memory logosquish-memory
↳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
sqlite-memory-mcp logosqlite-memory-mcp
↳Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects.
↳Deploying agent memory solutions in privacy-first, offline, or embedded environments, including highly regulated sectors (e.g., finance, healthcare).
↳Coordinating complex, multi-agent workflows (e.g., conductor, executor, devil's advocate) with explicit debate protocols and knowledge consolidation.
↳Local-first knowledge management for individual developers or small teams needing zero-configuration data persistence and fast search capabilities.
FAQ

FAQ

What is the difference between squish-memory and sqlite-memory-mcp?
Both squish-memory and sqlite-memory-mcp are in the Memory & Context category. squish-memory has 12 stars, while sqlite-memory-mcp has 18 stars.
Which is better, squish-memory or sqlite-memory-mcp?
The best choice depends on your use case. Choose squish-memory if Enhancing AI Agent Performance by Providing Persistent Memory, and sqlite-memory-mcp if Providing governed, shared memory for AI coding agents and LLMs to collaborate effectively on complex projects..
Is squish-memory free or open source?
Yes, squish-memory is open source on GitHub (NOASSERTION).
Is sqlite-memory-mcp free or open source?
Yes, sqlite-memory-mcp is open source on GitHub (MIT).
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