memodb-io/Acontext

Key features

• 01Automatically distills task outcomes from agent sessions into Markdown skill files.
• 02Skill files can be read, edited, versioned, and exported as ZIP.
• 03Agents retrieve memory with get_skill and get_skill_file tools instead of embedding search.
• 04Structure of memory is defined by a SKILL.md schema.
• 05Includes a persistent virtual disk and an isolated sandbox for code execution.
• 06Provides Python and TypeScript SDKs plus a Docker-based self-hosted option.

Use cases

• Letting a coding or support agent remember past mistakes and reuse what worked.
• Keeping per-contact or per-project memory as human-readable files that users can correct.
• Sharing learned skills between agents built on different frameworks such as LangGraph, Claude, or the OpenAI Agents SDK.

Topics

FAQ

What is Acontext?

Open-source skill memory layer that turns agent learnings into editable Markdown skill files shared across agents and LLMs.

Is Acontext free to use? What license does it have?

Acontext is open source under the Apache-2.0 license. Check the license terms before using it in commercial products.

Is Acontext still maintained?

Updated within 6 months. The last commit to Acontext was on Jul 14, 2026.

What can I use Acontext for?

Letting a coding or support agent remember past mistakes and reuse what worked. Keeping per-contact or per-project memory as human-readable files that users can correct. Sharing learned skills between agents built on different frameworks such as LangGraph, Claude, or the OpenAI Agents SDK.

Where can I get Acontext?

The source code and installation instructions are on GitHub: https://github.com/memodb-io/Acontext