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  • Prior — Knowledge Exchange for

    cg3inc
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    license
    A
    quality
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    maintenance
    Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.
    5
    124
    3
    Functional Source , Version 1.1, ALv2 Future

  • Varrd

    augiemazza
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    license
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    quality
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    maintenance
    From idea to edge. Everyone has unique opinions and views of the world. Varrd makes it possible for everyone regardless of statistical, coding, or market knowledge to be able to find their unique edge. The issue with LLMs testing for edges in the market is redundant idea loops, overfit with confidence, and waste days exploring nonsense. Varrd is the infrastructure and guardrails to prevent those f
    9
    25
    MIT

  • mcp-consensus

    Dakraid
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    license
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    quality
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    maintenance
    A Model Context Protocol (MCP) server that implements an advisor-based consensus mechanism for collaborative problem-solving using multiple AI models, enabling structured discussion and debate among 5 specialized advisors to reach optimal solutions.
    1
    13
    1
    MIT

  • Skill7

    Abderraouf-yt
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    license
    A
    quality
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    maintenance
    Provides 634+ curated production-ready AI skills for any MCP-compatible client, covering areas like security, frontend, backend, infrastructure, AI/ML, and architecture. Enables AI agents to access best practices, patterns, and solutions across multiple domains.
    6
    8
    1
    MIT

  • mcp-eyes

    loudMore
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    license
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    quality
    B
    maintenance
    A drop-in MCP server that pairs long-context reasoning LLMs with vision models in description-only mode, enabling any reasoning model to 'see' images without the vision model giving advice or solutions.
    1
    MIT

  • gateonai-mcp-server

    giorgio44
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    quality
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    maintenance
    Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare tools head-to-head, and find GDPR-compliant or EU-hosted AI solutions — powered by GateOnAI, Europe's AI Workflow Intelligence Platform.
    MIT

  • gitee-mcp

    sandraschi
    F
    license
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    quality
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    maintenance
    Bridges Gitee, China's largest code hosting platform, to MCP for exploring trending repos, searching users/repos, and translating Chinese content with a local LLM.

  • Conversational Analysis Engine

    MVPandey
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    license
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    quality
    D
    maintenance
    Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) through a Model Context Protocol server, enhancing conversation quality by exploring multiple response branches and selecting the best path.
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