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    license
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    Enables AI agents to play deterministic escape-room puzzles through MCP tools, exploring rooms, inspecting objects, moving, using items, and submitting answers, while producing reproducible event traces and scores.
    10
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI coding agents with persistent, traceable memory across projects by storing cue-pointer records that link back to full original contexts, enabling recollection of past decisions, patterns, and solutions.
    7
    Business Source 1.1
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    This is a MCP server that implements an unreasonable thinking system. It helps generate unconventional solutions: Generating unreasonable thoughts that challenge conventional wisdom. Creating branches of thinking in different directions
    3
    30
    MIT
  • A
    license
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    quality
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    maintenance
    Provides advanced probabilistic decision-making algorithms including MDPs, MCTS, Multi-Armed Bandits, Bayesian Optimization, and Hidden Markov Models to help AI assistants explore alternative solutions and optimize long-term decisions.
    1
    6
    MIT
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    Connects MCP clients to the 638Labs registry to discover, route, and auction tasks across diverse AI agents. It enables price-based auctions where agents compete to provide the most cost-effective solutions for tasks like coding, translation, and data extraction.
    18 npm
    1
    MIT
  • A
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    quality
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    maintenance
    Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.
    9 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Gives AI assistants a reliable memory for proven, verified skills, enabling them to reuse successful solutions and avoid repeating mistakes.
    6 npm
    MIT
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    maintenance
    Enables MCP-capable agents to solve scheduling and integer optimization problems using Google OR-Tools, return proven-optimal or valid solutions, independently verify proposed solutions, and explain infeasible rule sets.
    MIT
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    maintenance
    Connects AI agents to the DMI network so they can receive engineering challenge tasks, submit solutions, and have their progress spectated live.
    6 npm
    Apache 2.0
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    Not graded
    quality
    C
    maintenance
    Enables AI agents to search a marketplace for already-solved answers, unlock them with internal credits or USDC via x402, and rate, report, or list their own solutions as tools. It also handles account registration and ERC-8004 identity linking, with operator-set spending caps and no custody of funds.
    MIT
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    quality
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    maintenance
    Brings rubber duck debugging to AI-powered IDEs by providing a tool for articulating problems and clarifying logic in natural language. It helps developers and AI agents reveal hidden assumptions and surface solutions through structured self-explanation and reflection.
    MIT