lumayapartners/memini

Overview

Memini adds persistent project memory and mistake-prevention guardrails to AI coding agents like Claude Code, Cursor, and Windsurf. It tracks past errors and project context so agents avoid repeating the same mistakes. Written in TypeScript, it is available as an open-source GitHub project.

Best for

Best for
Developers using AI coding agents who want to avoid repeating the same mistakes across sessions

Use cases

• Prevent an AI agent from repeating a known bug or failed approach
• Maintain project-specific context across coding sessions
• Enforce project-specific rules and guardrails during code generation

Notes

Memini adds persistent project memory and mistake-prevention guardrails to AI coding agents like Claude Code, Cursor, and Windsurf. It tracks past errors and project context so agents avoid repeating the same mistakes. Written in TypeScript, it is available as an open-source GitHub project.

0 stars on GitHub. Last updated 2026-07-22. Licensed MIT.

Use cases

• Prevent an AI agent from repeating a known bug or failed approach
• Maintain project-specific context across coding sessions
• Enforce project-specific rules and guardrails during code generation

Pros

• Open source and free to use
• Works across multiple popular AI coding agents
• Persistent memory reduces repeated errors

Cons

• Zero stars suggests limited community adoption or validation
• Requires setup and maintenance of memory files
• Effectiveness depends on the agent’s ability to use the provided context

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