ahmetakyurt/zipmem-mcp

Overview

A local-first MCP server and CLI that provides terminal-based AI agents with a low-token memory system via Anchored Compacting. It stores compressed memory snapshots locally, reducing token usage for long-running agent interactions.

Best for

Best for
Developers building local-first terminal AI agents who need low-token memory persistence.

Use cases

• Persisting agent context across terminal sessions
• Reducing token costs in AI-assisted development workflows
• Enabling local memory for offline-capable CLI agents

Notes

A local-first MCP server and CLI that provides terminal-based AI agents with a low-token memory system via Anchored Compacting. It stores compressed memory snapshots locally, reducing token usage for long-running agent interactions.

0 stars on GitHub. Last updated 2026-07-01. Licensed MIT.

Use cases

• Persisting agent context across terminal sessions
• Reducing token costs in AI-assisted development workflows
• Enabling local memory for offline-capable CLI agents

Pros

• Saves tokens by compressing and archiving memory locally
• Works offline with no cloud dependency
• Lightweight TypeScript implementation

Cons

• Limited community adoption (zero stars and no documentation)
• Unproven reliability of Anchored Compacting algorithm
• Requires manual CLI integration into existing agent setups

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.