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"Python Code for Data Analysis" matching MCP servers:

  • Gemini MCP Server for Claude

    raydollete
    A
    license
    A
    quality
    C
    maintenance
    Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.
    3
    Apache 2.0

  • Deep Code Reasoning MCP Server

    evalops
    A
    license
    C
    quality
    B
    maintenance
    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    10
    107
    MIT
  • MCP Run Python by pydantic

    MCP Run Pythonofficial

    pydantic
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    194
    MIT

  • Frontend Code Analysis MCP

    cmc12138
    A
    license
    Not graded
    quality
    D
    maintenance
    Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.
    10
    MIT

  • MCP Code Reviewer

    parthamehta123
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI-powered code review and improvement, including analysis, refactoring suggestions, and automatic test generation, with an optional agentic loop for iterative refinement.
    MIT

  • Code Executor MCP Server

    CSOAI-ORG
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides sandboxed code execution for AI agents with support for Python, JavaScript, and shell commands. Includes comprehensive safety features like destructive pattern blocking, timeout protection, and restricted file access for secure production use.
    69
    MIT

  • Code Executor MCP Server

    aberemia24
    A
    license
    Not graded
    quality
    D
    maintenance
    Universal MCP server for executing TypeScript and Python code with progressive disclosure, reducing token usage by 98% by enabling on-demand access to all other MCP tools through code execution rather than loading tool definitions directly.
    69
    130
    MIT

  • Code Execution MCP

    marc-shade
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

  • e2b-code-mode

    Rodriguespn
    F
    license
    Not graded
    quality
    B
    maintenance
    A Code Mode MCP server for the e2b API, giving agents three tools (search, execute_read, execute_write) to write and run JavaScript functions inside sandboxed environments for API discovery and calls.

  • MCP Code Mode

    hoangnb24
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.
    23
  • Cerebras Code MCP Server by Cerebras

    Cerebras Code MCP Serverofficial

    Cerebras
    A
    license
    A
    quality
    D
    maintenance
    This MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.
    1
    51
    MIT