Kratos

概要

Kratos is an MCP-compatible memory system designed to provide fast, reliable, and isolated context for AI coding tools. It allows coding assistants and large language models to maintain a long-lived, searchable memory by storing structured codebase context and runtime signals. With its focus on context relevance, source traceability, and predictable behavior across multiple projects, Kratos helps AI tools understand and interact with developer projects more effectively by serving token-aligned snippets with provenance metadata via the compact Model Context Protocol (MCP).

主な機能

• Serves context to language models via the Model Context Protocol (MCP).
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• Stores and retrieves codebase context and runtime signals.
• Supports multiple embedding providers and pluggable index backends.
• Isolates project data within dedicated namespaces for clear separation.
• Provides a comprehensive audit trail for context provenance and access.

ユースケース

• Integrating with IDEs and chat assistants to provide real-time code context.
• Enhancing AI coding assistants with long-lived, traceable memory.
• Automating context ingestion in CI/CD pipelines to track code changes and provide historical data.