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"How to run Python code" matching MCP servers:

  • RPA-Python MCP Server

    RainbowAC
    F
    license
    -
    quality
    C
    maintenance
    A Model Context Protocol server that wraps RPA-Python to enable AI models to directly control browsers for web automation, supporting 54 tools for navigation, interaction, and data extraction.

  • web-to-markdown-mcp

    sidney
    A
    license
    A
    quality
    B
    maintenance
    Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.
    1
    MIT
  • sofya-mcp by sofya-co

    sofya-mcpofficial

    sofya-co
    A
    license
    A
    quality
    B
    maintenance
    Web tools for AI agents. Search the web for full page content, fetch URLs as clean markdown including PDFs, extract structured data from a page with a prompt, and run multi-source deep research that returns a cited report.
    4
    1
    MIT
  • Scrapeer MCP Server by Scrapeer

    Scrapeer MCP Serverofficial

    Scrapeer
    A
    license
    A
    quality
    D
    maintenance
    Allows AI agents to run, inspect, and create Scrapeer visual web-scraping flows, bridging human-designed browser automation with agent-driven execution.
    15
    86
    1
    MIT

  • exa-mcp-server-for-operit

    x15907982411
    A
    license
    A
    quality
    A
    maintenance
    An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.
    2
    27,145
    MIT

  • codex-web-search-mcp

    dhicoc
    A
    license
    A
    quality
    A
    maintenance
    Zero-dependency MCP server that wraps OpenAI Codex's standalone search endpoint into codex_web_search and codex_web_research tools for Claude Code, enabling real-time web search and multi-step deep research independent of the underlying model.
    2
    1
    MIT

  • freshcontext-mcp

    PrinceGabriel-lgtm
    A
    license
    A
    quality
    B
    maintenance
    Real-time web intelligence with freshness timestamps. Every extraction returns a dated envelope so AI agents know exactly how old the data is. Covers GitHub, HN, Scholar, arXiv, YC, jobs, finance, and package trends.
    15
    128
    11
    MIT

  • Browser Bridge MCP

    adbarc92
    A
    license
    A
    quality
    B
    maintenance
    MCP server that gives AI coding assistants direct access to the browser — navigate, click, fill forms, run JavaScript, take screenshots, and read page content.
    11
    27
    1
    MIT

  • SnapAPI MCP Server

    Sleywill
    A
    license
    A
    quality
    D
    maintenance
    MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, extract structured data, generate PDFs, record videos, and run AI analysis on any URL — all from Claude, Cursor, VS Code, or any MCP client. 9 tools, 30+ device presets, ad/cookie blocking. Install: npx snapapi-mcp
    9
    8
    MIT

  • mcp-server-wayback

    lakshyamehta03
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Internet Archive's Wayback Machine. Search archived snapshots, extract page text from a specific date, track how a site has changed over time, check if broken links are recoverable, and perform research across Internet Archive collections.
    6
    3
    MIT

  • hot-content-mcp

    WilliamQAQ0v0
    A
    license
    A
    quality
    D
    maintenance
    Provides Baidu hot search and Bilibili trending video data for Claude and Cherry Studio, supporting retrieval, search, and cache management.
    6
    16
    1
    MIT