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Collaboration Between Multiple AIs via MCP (Master Control Program)

View all MCP Servers

  • Why this server?

    This server uses a coordinated team of specialized AI agents, which directly addresses the 'two or more ai collaboration' aspect of the search.

    Sequential Thinking Multi-Agent System

    FradSer
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    security
    F
    license
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    quality
    An advanced MCP server that implements sophisticated sequential thinking using a coordinated team of specialized AI agents (Planner, Researcher, Analyzer, Critic, Synthesizer) to deeply analyze problems and provide high-quality, structured reasoning.
    Last updated -
    124
    Python
    • Linux
    • Apple

  • Why this server?

    This server enables communication and coordination between different LLM agents across multiple systems, which is directly related to the user's request for collaboration between AI agents.

    Cross-System Agent Communication MCP Server

    mkc909
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    security
    F
    license
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    quality
    Enables communication and coordination between different LLM agents across multiple systems, allowing specialized agents to collaborate on tasks, share context, and coordinate work through a unified platform.
    Last updated -
    TypeScript
    • Linux
    • Apple

  • Why this server?

    This server allows querying different language models and combining their responses, suggesting a form of AI collaboration via mcp.

    Multichat MCP Server

    kurror
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    security
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    license
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    quality
    A server that enables communication with multiple unichat-based MCP servers simultaneously, allowing users to query different language models and combine their responses for more comprehensive results.
    Last updated -
    JavaScript

  • Why this server?

    This server enables coordination of agents through shared finite state machines, demonstrating a specific type of structured AI collaboration via MCP.

    Puzzlebox

    cliffhall
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    security
    F
    license
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    quality
    An MCP server that enables coordination of agents through shared finite state machines (puzzles) where clients can create, monitor, and trigger state transitions of stateful resources.
    Last updated -
    9
    TypeScript

  • Why this server?

    This server optimizes context management for multiple AI client applications, implying potential collaborative use cases with context awareness.

    Gemini Context MCP Server

    ogoldberg
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    security
    F
    license
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    quality
    An MCP server implementation that maximizes Gemini's 2M token context window with tools for efficient context management and caching across multiple AI client applications.
    Last updated -
    14
    TypeScript

  • Why this server?

    This server enables AI models to interact with multiple LLM providers, which could facilitate collaboration between different AI models.

    LLM Bridge MCP

    sjquant
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    security
    A
    license
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    quality
    Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    This middleware server enables multiple isolated instances of MCP servers to coexist, indirectly supporting a broader collaborative environment by managing resources.

    mcp-server-multiverse

    lamemind
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    security
    A
    license
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    quality
    A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
    Last updated -
    17
    23
    TypeScript
    MIT License

  • Why this server?

    This server connects Gemini Pro to Claude Code, enabling the generation of detailed implementation plans and feedback on code changes, representing AI collaboration in a specific context.

    Yellhorn MCP

    msnidal
    A
    security
    F
    license
    A
    quality
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    Last updated -
    2
    3
    Python
    • Linux
    • Apple

  • Why this server?

    An MCP server that enables intelligent task delegation from advanced AI agents to more cost-effective LLMs, optimizing for cost while maintaining output quality.

    LLM Gateway MCP Server

    Dicklesworthstone
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    security
    A
    license
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    quality
    An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.
    Last updated -
    29
    Python
    MIT License

  • Why this server?

    Facilitates interaction and context sharing between AI models using the standardized Model Context Protocol, enabling collaboration across diverse AI systems.

    MCP Agents Server

    MCPAgents
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    security
    F
    license
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    quality
    Facilitates interaction and context sharing between AI models using the standardized Model Context Protocol (MCP) with features like interoperability, scalability, security, and flexibility across diverse AI systems.
    Last updated -
    1
    Python