/MCPExample

Primary LanguagePython

BasicMCP: A Code QA and Global Database MCP Server

Built on the Model Context Protocol (MCP), this server provides intelligent code querying and global database management capabilities.

Features

Code QA System

  • Code Ingestion: Support for both local codebases and GitHub repositories
  • Intelligent Querying: Search and analyze code using semantic understanding
  • Multi-Format Support: Handles various code file formats and structures
  • Reference Tracking: Maintains relationships between classes and methods

Global Database

  • Multi-Modal Storage: Store and retrieve both text and images
  • Vector Search: Semantic search capabilities using LanceDB
  • Base64 Support: Handle base64 encoded images

Tools

The server provides the following MCP tools:

Code QA Tools

  • ingest_codebase: Add a new codebase to the vector database

    • Supports local paths and GitHub repository URLs
    • Automatically processes and indexes code structure

  • codeqa: Query and analyze ingested codebases

    • Natural language queries about code
    • Returns relevant code snippets and context

  • list_codebases: List all available ingested codebases

Global Database Tools

  • globaldb_ingest: Store text and images in the global database
  • globaldb_query: Query stored data using semantic search

Installation

pip install basicmcp

{ "mcpServers": { "codeqa": { "command": "uv", "args": [ "--directory", "/path/to/your/project", "run", "--python", "3.12", "basicmcp-codeqa" ] } } }

Location:

  • MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%/Claude/claude_desktop_config.json