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Exploring the Concept of Multi-Agentic Systems MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

46,506 tools. Last updated 2025-12-23 12:53
  • Search the global concept store in Kratos-MCP to retrieve relevant code snippets, comments, or runtime traces using query keywords, result limits, and optional concept filters.
    MIT License
  • Get a beginner-friendly explanation of any MCP concept to better understand tools, resources, prompts, servers, clients, and frameworks. Ideal for developers new to Model Context Protocol.
    Apache 2.0
  • Link global concepts to your project using Kratos-MCP by associating a concept ID with local tags. Enable AI coding tools to maintain traceable, searchable memory of code snippets and comments.
    MIT License
  • Enable or disable specific project concepts in Kratos-MCP by adding or removing concept IDs. Use it to manage a curated list of concepts for enhanced codebase context and traceability.
    MIT License
  • Retrieve a specific concept by its unique ID from the Kratos-MCP memory system, enabling AI coding tools to access stored code snippets, comments, and runtime traces efficiently.
    MIT License

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