MCP BoxMCP Box

    mcp-reasoner

    Visit it 👉

    Updated at 15 days ago

    by Jacck

    86

    star

    on GitHub

    A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.

    Tags

    What is mcp-reasoner

    mcp-reasoner is a tool that allows you to perform logical reasoning on Minecraft pack configurations. It helps you verify the compatibility of mods and configurations within a Minecraft modpack, ensuring a smoother player experience. It achieves this by encoding the modpack configuration as logical rules and then using a SAT solver to determine whether inconsistencies or conflicts exist. Essentially, it tries to answer questions like "Can these mods be installed together without breaking the game?".

    How to use

    The basic usage involves:

    1. Defining your modpack configuration as rules: These rules describe dependencies, conflicts, and other constraints between mods. The specific format for these rules is not explicitly detailed in this README, but the example in the examples directory is referenced.
    2. Running the reasoner: The tool processes these rules and checks for logical inconsistencies or conflicts. The command mcp-reasoner config.lp (or mcp-reasoner examples/example.lp) is used, where config.lp is a file containing the modpack's rules.
    3. Interpreting the results: The reasoner will indicate whether the configuration is satisfiable (i.e., consistent) or not. If unsatisfiable, it will point out which rules/mods are causing the conflict.

    The README also describes different options to run the reasoner:

    • run it by docker with docker run -v $(pwd):/mnt mcp-reasoner config.lp
    • build it with stack build and run it with stack exec mcp-reasoner config.lp

    Key features

    • Mod Conflict Detection: Identifies incompatible mod combinations.
    • Configuration Validation: Ensures the overall modpack setup is logically sound.
    • Rule-Based System: Allows defining custom rules to capture specific mod interactions.
    • SAT Solver Integration: Leverages the power of SAT solvers for efficient reasoning.
    • Docker Support: Easy to deploy and run with Docker.

    Use cases

    • Modpack Development: Ensuring the stability and compatibility of new modpacks.
    • Mod Update Testing: Verifying that updates to existing mods don't introduce conflicts.
    • Troubleshooting Modpack Issues: Identifying the root cause of crashes or unexpected behavior related to mod interactions.

    FAQ

    • Q: What kind of rules can I define?

      • A: While the README doesn't specify exact rule syntax, you can define rules regarding mod dependencies, conflicts, version requirements, and other conditions that must be met for a modpack to function correctly. Check the examples in the examples directory for syntax reference.

    • Q: What happens if the reasoner finds a conflict?

      • A: The reasoner will indicate that the configuration is unsatisfiable and provide information about the specific rules or mods that are causing the conflict.

    • Q: How do I contribute to the project?

      • A: The README encourages users to report bugs, request features, and contribute code to the project.

    • Q: How do I handle complex dependencies and version constraints?

      • A: The tool should support complex logical rules. Investigate the SAT solver syntax and the example configurations to determine the best way to express the rules.

    View More