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"Coding in Python and R" matching MCP servers:

  • python-docs-mcp-server

    ayhammouda
    A
    license
    A
    quality
    A
    maintenance
    Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.
    6
    7
    MIT

  • chrome-dev-mcp

    congzhou09
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that connects AI agents to a running Chrome tab via the Chrome DevTools Protocol (CDP), enabling runtime debugging and page inspection.
    21
    380
    1
    ISC

  • should-i-use

    mrkeyoor
    A
    license
    A
    quality
    B
    maintenance
    MCP server that recommends which npm/PyPI libraries to use or avoid, with concise verdicts, alternatives, and code snippets, keeping responses under 500 tokens.
    5
    165
    1
    MIT

  • MCP Code Executor

    bazinga012
    A
    license
    A
    quality
    C
    maintenance
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    9
    212
    MIT

  • paybond-mcp-Python

    nonameuserd
    A
    license
    A
    quality
    B
    maintenance
    Paybond Kit for Python is the PyPI package for tenant-bound Paybond integrations and delegated agent spend controls. It opens hosted Gateway sessions, verifies capability tokens, authorizes tool-call spend, signs intent and evidence payloads, uses Stripe Connect, Stripe ACH Direct Debit, or x402 / USDC-on-Base settlement rails, reads tenant-scoped Signal, fraud, ledger, protocol, and A2A data, and
    31
    1
    Apache 2.0

  • yifanli-mcp-add-demo

    tryp0xy1us
    F
    license
    B
    quality
    -
    maintenance
    A minimal Model Context Protocol server that provides a simple tool for adding two integers. It serves as a demonstration of the official Python MCP SDK and is designed for local execution via stdio.
    1
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    296
    MIT

  • Python MCP Server

    hesiod-au
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    7
    MIT

  • AIS Revizor

    bswvladimir-beep
    F
    license
    -
    quality
    C
    maintenance
    A local-first MCP server that gives AI coding agents runtime visibility and AI-managed debug logging. It replaces blind print() debugging by turning runtime execution into causal chains, allowing agents to instantly locate bugs by finding missing .success events in Python and TypeScript code. Single binary with MCP, CLI, and HTTP interfaces.

  • ScratchRun MCP Server

    ar-blues
    A
    license
    A
    quality
    C
    maintenance
    Ephemeral MicroVM-isolated code execution for AI agents. Run Python, Node, or bash — fresh hardware-isolated VM per call, hard-purged after. No state persists between calls.
    1
    317
    MIT

  • archicad-mcp

    Boti-Ormandi
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Archicad automation, enabling AI assistants to run Python scripts against running Archicad instances via the Tapir JSON API for complex workflows.
    4
    2
    MIT