MCP-Server

KalyankumarKonduru/MCP-Server

3.3

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The Model Context Protocol (MCP) server is a sophisticated system designed to handle various tools and services through a standardized protocol, facilitating seamless integration and communication.

Tools

  1. Document Tools

    Includes functionalities like uploading, searching, and listing documents.

  2. Medical Tools

    Provides medical entity extraction, case similarity analysis, and patient history insights.

  3. Embedding Tools

    Offers local embedding generation, document chunking and embedding, and semantic search.

MERMAID DIAGRAM: -

graph TB
    subgraph "MCP Server (mcp-server)"
        subgraph "MCP Protocol Layer"
            Transport[Transport<br/>- Stdio mode<br/>- HTTP mode :3001]
            Protocol[MCP Protocol Handler<br/>- Initialize<br/>- List tools<br/>- Call tools]
        end

        subgraph "Tool Registry (What Makes it MCP)"
            Registry[Tool Registry<br/>THE MCP SERVER CORE]
            
            DocTools[ Document Tools<br/>- uploadDocument<br/>- searchDocuments<br/>- listDocuments]
            
            MedTools[ Medical Tools<br/>- extractMedicalEntities<br/>- findSimilarCases<br/>- analyzePatientHistory<br/>- getMedicalInsights]
            
            EmbedTools[ Embedding Tools<br/>- generateEmbeddingLocal<br/>- chunkAndEmbedDocument<br/>- semanticSearchLocal]
        end

        subgraph "Service Layer (Tool Implementations)"
            PDF[PDF Service]
            OCR[OCR Service]
            NER[Medical NER]
            Embed[Local Embeddings]
        end

        subgraph "Storage"
            Mongo[(MongoDB<br/>Documents & Vectors)]
        end
    end

    %% MCP Protocol Flow
    Transport -->|MCP Messages| Protocol
    Protocol -->|"tools/list"| Registry
    Protocol -->|"tools/call"| Registry

    %% Tool Registration
    Registry --> DocTools
    Registry --> MedTools
    Registry --> EmbedTools

    %% Tool Implementation
    DocTools --> PDF
    DocTools --> OCR
    DocTools --> NER
    DocTools --> Embed
    MedTools --> NER
    MedTools --> Embed
    EmbedTools --> Embed

    %% Storage
    DocTools --> Mongo
    MedTools --> Mongo
    EmbedTools --> Mongo

    %% Styling
    classDef protocol fill:#e1f5fe,stroke:#0277bd
    classDef core fill:#f3e5f5,stroke:#7b1fa2,stroke-width:3px
    classDef tools fill:#c8e6c9,stroke:#2e7d32
    classDef service fill:#fce4ec,stroke:#c2185b
    classDef storage fill:#fff9c4,stroke:#f57f17

    class Transport,Protocol protocol
    class Registry core
    class DocTools,MedTools,EmbedTools tools
    class PDF,OCR,NER,Embed service
    class Mongo storage