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"AI tools for debugging Python code" matching MCP servers:

  • Ouso Code by Ouso-ai

    Ouso Codeofficial

    Ouso-ai
    F
    license
    -
    quality
    B
    maintenance
    A local, cross-editor MCP server that provides persistent memory for coding agents, capturing and recalling decisions, conventions, and fixes across sessions without API keys.

  • Claude Code MCP

    jawkjiang
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to interact programmatically with Claude Code CLI, managing sessions, streaming outputs, and handling permission requests.
    7
    13
    1
    MIT

  • Code-MCP

    millsydotdev
    F
    license
    B
    quality
    -
    maintenance
    Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.
    35
    22

  • claude-code-mcp

    KunihiroS
    A
    license
    C
    quality
    C
    maintenance
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    7
    32
    34
    MIT

  • AI Code Toolkit

    AgiFlow
    A
    license
    -
    quality
    A
    maintenance
    Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.
    160
    AGPL 3.0

  • claude-for-hermes

    7D-codes
    A
    license
    -
    quality
    B
    maintenance
    A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.
    2
    MIT

  • Coding Tools MCP

    shelizi
    A
    license
    -
    quality
    B
    maintenance
    A Rust + Tauri 2 desktop application that turns local project folders into persistent MCP workspaces, enabling AI agents to read files, modify code, run commands and tests, check Git status, and maintain cross-conversation development context through historical checkpoints, with built-in WSS/FRP/Cloudflare tunnels and OAuth for connecting to ChatGPT.
    Apache 2.0

  • Coding Tools MCP

    xyTom
    A
    license
    -
    quality
    B
    maintenance
    Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.
    749
    Apache 2.0

  • claude-debugs-for-you

    jasonjmcghee
    A
    license
    -
    quality
    C
    maintenance
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    17
    513
    MIT

  • ChatGPT Code

    HardikCoder45
    A
    license
    -
    quality
    B
    maintenance
    A secure, local-first MCP coding and computer-use harness for ChatGPT and Codex, enabling guarded file operations, durable terminals, Git review, local skills, and macOS computer control.
    142
    MIT