Which integrations are available for this server?

Licensed under Apache 2.0 license framework Supports containerized deployment and orchestration of the MCP server and tool ecosystem using Docker Compose Uses Mermaid diagrams for architectural documentation and workflow visualization Enables integration of Python-based tools including ML capabilities like text summarization, semantic search, keyword extraction, and code interpretation

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@MCP-NG summarize the latest research paper on LLM agents" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

MCP-NG by Lotargo

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graph TD
    subgraph "Client Applications"
        A[gRPC Client]
        H[HTTP/REST Client]
    end

    A -->|gRPC Request on port 8090| B(Main MCP Server);
    H -->|HTTP/REST Request on port 8002| B;

    B -->|gRPC Proxy| C{Tool 1 Go};
    B -->|gRPC Proxy| D{Tool 2 Go};
    B -->|gRPC Proxy| E{Tool 3 Python};
    B -->|gRPC Proxy| F[Human Bridge];

    subgraph "Tool Servers"
        C
        D
        E
        F
    end

    style B fill:#ffa500,stroke:#333,stroke-width:2px,color:#000

sequenceDiagram
    participant User
    participant LLM
    participant "MCP Server (gRPC/HTTP)"
    participant Tools

    User->>LLM: Prompt
    LLM->>"MCP Server (gRPC/HTTP)": ListTools() via GET /v1/tools
    "MCP Server (gRPC/HTTP)"-->>LLM: List of available tools
    
    LLM->>LLM: Reason which tool to use
    
    LLM->>"MCP Server (gRPC/HTTP)": RunTool(tool_name, args) via POST /v1/tools:run
    "MCP Server (gRPC/HTTP)"->>Tools: Execute tool via gRPC
    Tools-->>"MCP Server (gRPC/HTTP)": Tool output
    "MCP Server (gRPC/HTTP)"-->>LLM: Observation (tool result)
    
    LLM->>User: Final Answer

For more information on how to integrate MCP-NG with an LLM and use the ReAct pattern, please see the Integration Guide. List of available tools