OpenClaw guide

How to Migrate from Mem0 to Contexto for OpenClaw

Migration in this context means switching from Mem0 to Contexto as your OpenClaw agent's persistent memory plugin. This guide covers why people switch, how to do it cleanly, and what to expect.

TL;DR

Migration takes about 10 minutes: export Mem0 data, uninstall Mem0, install Contexto, optionally import memories.
Most people migrate because of pricing, setup friction, or privacy concerns.
Your Mem0 memories aren't lost — export them before uninstalling.

Migration in this context means switching from Mem0 to Contexto as your OpenClaw agent's persistent memory plugin. This guide covers why people switch, how to do it cleanly, and what to expect.

Why Do People Migrate from Mem0?

Three recurring reasons:

Pricing pressure. You started on Mem0's $19/month tier. Your use case grew. Now you want graph memory or higher limits, and the next tier is $249/month. Contexto stays at $20/month flat with no feature gates.

Setup fatigue. After a workspace reset or new machine setup, re-configuring Mem0's 5-step install with JSON editing feels heavier each time. Contexto installs in one command with no config files.

Privacy preference. You've decided you'd rather keep conversation data local. Mem0 cloud stores memories on their servers. Contexto stores everything in SQLite on your machine.

Step-by-Step Migration

Step 1: Export Your Mem0 Memories

Before uninstalling, export your data:

# Via Mem0 CLI or API — check current Mem0 docs for exact export command
mem0 export --format json > mem0-backup.json

Keep this backup. Even if you don't import it into Contexto, having a record of your agent's memory is valuable.

Step 2: Uninstall Mem0

openclaw plugins uninstall @mem0/openclaw-mem0

Verify it's gone:

openclaw plugins list

Step 3: Install Contexto

openclaw plugins install @ekai/contexto

Enter your API key when prompted. Sign up at getcontexto.com if you haven't already. First month is free.

Step 4: Import Memories (Optional)

If Contexto supports JSON import:

openclaw contexto import --file mem0-backup.json

If import isn't supported yet, your agent starts fresh. The first few sessions will involve natural re-learning — the agent captures new context as you work. Within 3–5 sessions of normal use, your agent will have rebuilt a solid memory base.

Step 5: Verify Memory Is Working

Start a session
Tell the agent something memorable: "I'm working on ProjectAlpha using Rust and Fastify"
End the session
Start a new session
Ask: "What project am I working on?"
If the agent answers correctly, migration is complete

What Carries Over vs What Doesn't?

	Carries over	Doesn't carry over
Exported Mem0 memories	Yes (if import supported)	—
Graph relationships	—	Contexto doesn't have graph memory
Memory scopes (user/agent)	—	Contexto uses a single memory store
API key	—	New Contexto key required
Plugin config	—	Contexto uses different config format
Native memory files	Yes (untouched by migration)	—

Common Migration Issues

Issue: Agent seems to have no memory after migration. Cause: Export/import wasn't done, or Contexto is starting from an empty store. Fix: Run 3–5 normal sessions. Auto-capture will rebuild the memory base.

Issue: 401 error after installing Contexto. Cause: API key not entered or entered incorrectly. Fix: openclaw contexto auth --reset and re-enter your key.

Issue: Old Mem0 config causing conflicts. Cause: Mem0 config remnants in OpenClaw config files. Fix: Check your plugin config directory and remove any leftover Mem0 configuration.

Frequently Asked Questions

Will I lose all my memories if I switch?

No — if you export before uninstalling. Run the export command, save the JSON file, then proceed with migration. Your Mem0 backup is yours to keep regardless.

How long does migration take?

About 10 minutes total. Export (1 min), uninstall (1 min), install Contexto (2 min), import or verify (5 min).

Can I go back to Mem0 if Contexto doesn't work for me?

Yes. Uninstall Contexto, reinstall Mem0, and restore from your backup. Contexto's first month is free, so you can try the full experience risk-free.

Does Contexto have everything Mem0 has?

No. Contexto doesn't have graph memory, multi-framework support, or SOC2 certification. It focuses on persistent conversation memory for OpenClaw with simple setup and local storage. See the full comparison.

Will my agent's behavior change after switching?

The core memory behavior (auto-recall, auto-capture) is similar. Your agent may recall differently because Contexto uses different relevance scoring than Mem0. After a few sessions, the experience should feel natural.

Is there a way to try Contexto without uninstalling Mem0 first?

Not recommended. Running two memory plugins simultaneously causes conflicts. Use Contexto's free first month to test — if it doesn't work for you, migrate back.

Built by [Ekai Labs](https://ekailabs.xyz). Questions: [Discord](https://discord.com/invite/5VsUUEfbJk) · om@ekailabs.xyz · [getcontexto.com](https://getcontexto.com)

Install Contexto: openclaw plugins install @ekai/contexto

Related: [Contexto Docs](/docs) · [Contexto vs Mem0](/blog/contexto-vs-mem0) · [OpenClaw Memory Plugins Compared](/blog/openclaw-memory-plugins-compared)