Skip to main content
Glama

A tool for analyzing Python repository structure and code relationships MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

X
46,197 tools. Last updated 2025-12-20 23:36

  • analyze_repo

    Code Review MCP Server

    Analyze a code repository's structure by flattening it into a textual representation. Gain a high-level overview of code organization, directory structure, and file contents to understand the codebase before a detailed review or when a full review is unnecessary.

  • initialize_graph

    Nuanced MCP Server

    Initialize a code graph for repository analysis to map function relationships and dependencies, enabling AI assistants to explore code structure effectively.

  • generate_outline

    MCP File Context Server

    Create a structured code outline for TypeScript, JavaScript, or Python files, displaying classes, functions, and imports to simplify code analysis and navigation.
    MIT License

  • generate_ui_flow

    UIFlowchartCreator

    Create UI flow diagrams by scanning React/Angular repositories. Analyzes codebases to map components, relationships, and UI structure for local or GitHub repositories.

  • analyze_code

    Code MCP Server

    Parse and evaluate code structure and dependencies in specified files or directories to identify relationships and improve code organization.
    Apache 2.0

  • npmViewPackage

    Octocode MCP

    Retrieve detailed NPM package information, including version history, dependencies, repository URLs, and exports structure. Ideal for analyzing package metadata and integrating with GitHub for source code exploration.
    TypeScript

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

Matching MCP servers

  • Python Code Runner

    shibing624
    -
    security
    A
    license
    -
    quality
    Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.
    Last updated 2 months ago
    8
    Apache 2.0

  • Python Code Review MCP Agent

    JJJHoons
    A
    security
    F
    license
    A
    quality
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated 4 months ago
    5
    1