The AI Jockey · 2026-10-26

how to give claude agent memory across sessions

You can give Claude and other AI agents persistent memory by installing Claude-Mem, an open-source tool that captures session activity and injects relevant context into future sessions. It works by generating semantic summaries of tool usage and observations, ensuring project continuity even after a session ends.

Set it up in 3 steps

Install with npx claude-mem install command
Sign in to provision a memory key
Pick your provider like Anthropic or Gemini

Key points

Automatically captures tool usage and observations
Generates AI-compressed semantic summaries
Reduces token costs by up to 10x with filtered search
Supports Claude Code, Gemini, Copilot, and more
Provides a 3-layer workflow for efficient memory retrieval

Sources

Claude-Mem GitHub Repository

FAQ

What agents does Claude-Mem work with?

It works with Claude Code, Gemini, Copilot, OpenCode, and several other agent frameworks.

Does it save money on tokens?

Yes, it can save up to 10x on tokens by filtering context before fetching full details.

Video transcript (Hinglish)

AI agents ki sabse badi problem ab solve ho gayi hai. Har naye session mein Claude Code pichhla context bhool jaata hai. Isiliye GitHub par Claude-Mem aaya, jiske ab ek lakh se zyada stars hain. Ye aapke agent ka har kaam capture karta hai, aur AI se uski summary banata hai. Phir agle session mein wahi context khud inject kar deta hai. Samjho jaise aapke agent ki apni diary ho. Setup bas ek command hai, N P X Claude Mem install. Ye Claude Code, Codex, Gemini, Copilot aur OpenCode ke saath kaam karta hai. Aur search karte waqt lagbhag das guna kam tokens use karta hai. Comment karo MEMORY, main link DM kar dunga.

Made with an AI avatar and AI voice of the creator, with consent. Want the links in your DMs? Comment "MEMORY" on the reel on Instagram.