OpenCode Mem

Persistent memory for coding agents using local vector database

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is OpenCode Mem?

OpenCode Mem is a plugin that provides coding agents with persistent memory by integrating a local vector database, enhancing the efficiency and recall of code generation tasks.

Key differentiator

OpenCode Mem stands out as a tool specifically designed for local integration, offering developers a way to enhance their coding agents with persistent memory through a local vector database.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Persistent memory for coding agentsmedium

Integration with local vector databasemedium

Enhanced code generation efficiencymedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond JavaScript and Pythonhigh

Primary documentation and examples focus on JavaScript, with no official support for other languages

Performance issues with large datasetsmedium

Local vector database becomes slow when indexing more than 10k code snippets

Fit analysis

Who is it for?

✓ Best for

Developers who need to maintain a persistent memory for their coding agents in local environments

Teams working on AI-assisted development projects that require efficient code recall and generation

✕ Not a fit for

Projects requiring real-time data streaming capabilities

Users needing cloud-hosted solutions without the ability to self-host

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with OpenCode Mem

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →