krimto-labs/krimto

Overview

Krimto is an open-source team memory layer for AI coding agents. It stores memories as markdown files in a git repository, organized by user, team, and org hierarchy. A cross-vendor MCP server lets agents read and write this shared context.

Best for

Best for
Teams using multiple AI coding agents that need shared, versioned persistent context

Use cases

• Persisting agent context across coding sessions in git-backed markdown
• Sharing team-specific knowledge among multiple AI coding agents
• Structuring memories with user, team, and org levels for multi-agent collaboration

Notes

Krimto is an open-source team memory layer for AI coding agents. It stores memories as markdown files in a git repository, organized by user, team, and org hierarchy. A cross-vendor MCP server lets agents read and write this shared context.

5 stars on GitHub. Last updated 2026-06-02. Licensed Apache-2.0.

Use cases

• Persisting agent context across coding sessions in git-backed markdown
• Sharing team-specific knowledge among multiple AI coding agents
• Structuring memories with user, team, and org levels for multi-agent collaboration

Pros

• Open source with Apache-2.0 license, no vendor lock-in
• Uses git for version control and familiar workflow
• Cross-vendor MCP server works with different AI coding tools

Cons

• Requires a git workflow and repository setup
• Markdown files may become unwieldy for large or rapidly changing memories
• Early-stage project with limited adoption (5 stars)

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