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116,578 servers. Updated
20 Best Code Execution MCP Servers: compared and ranked, November 2026Ranked from 1,332 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    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
    55 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables safe, human-approved browser navigation by letting Jev select from code-generated link options in an isolated Playwright context, with execution limited to one approved GET per token.
    3
    MIT
  • F
    license
    A
    quality
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    maintenance
    An all-in-one MCP server for local LLMs that provides live web access, math, shell/code execution, filesystem access, memory, and RAG over local files using LM Studio embeddings.
    2
    39
    -
  • A
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    A
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    Enables visual browser feedback collection directly into Claude Code. Users can point at elements in their browser and send annotated feedback that Claude can act on immediately.
    12
    1
    MIT
  • A
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    A
    quality
    A
    maintenance
    This MCP server lets Claude Code, Claude Desktop, or Codex operate one throwaway RedNote (Xiaohongshu) account by running reads directly and queueing every post, comment, reply, and like for a human Approve click before execution.
    15
    63 npm
    1
    MIT
  • A
    license
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    quality
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    Enables controlled local developer operations including file and process management, shell execution, SSH, WSL, Docker, Git, browser and desktop automation, media processing, and asynchronous jobs through MCP.
    146
    MIT
  • A
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    Not graded
    quality
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    maintenance
    MCP server that drives the user's real signed-in Chrome on macOS via AppleScript (Apple Events). 32 tools covering tab/window control, navigation, DOM extraction, form interaction, and arbitrary JS execution. Same engine as the familiar Claude Code skill in the repository.
    1
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables remote agents to control a local Chrome/Edge browser via MCP, supporting navigation, snapshots, clicks, typing, screenshots, and script execution.
    18 npm
    ISC
  • A
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    Not graded
    quality
    B
    maintenance
    Enables Claude Code to use VS Code's tools, including diagnostics, symbol renaming, command execution, file opening, workspace listing, semantic search/API reference, terminal context, and integrated browser page interaction. It lets Claude see and act on the user's VS Code window, including shared browser pages and Markdown Editor selections.
    MIT
  • A
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    quality
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    maintenance
    A unified MCP server providing tools for web search, GitHub analysis, document parsing, browser automation, secure code execution, and forum parsing, enabling LLMs to perform a wide range of external tasks through a single backend.
    MIT
  • A
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    quality
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    maintenance
    Enables AI agents such as Claude Code, Claude Desktop, and Cursor to control a real browser through Playwright, including navigation, accessibility snapshots, clicking, typing, screenshots, JavaScript execution, tab management, and dialog handling. It supports local stdio use and multi-user remote HTTP sessions with isolated browsers and persistent login state.
    20 npm
    MIT
  • A
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    quality
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    maintenance
    A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, search GitHub code repositories, and extract clean content from web pages in LLM-friendly formats.
    9
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Deterministic execution engine for AI agents. 412 modules across 78 categories including browser automation, file I/O, Docker, data parsing, crypto, and scheduling. Supports STDIO and Streamable HTTP transport with execution trace, evidence snapshots, and replay from any step.
    194 PyPI
    483
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    An unofficial bridge that lets Claude Code control local macOS applications through an existing OpenAI Computer Use installation by launching the signed Codex client and translating MCP compatibility.
    246 npm
    13
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables plain-language web search with automatic source and time-window selection, returning relevance-ranked links and summaries to MCP clients such as Claude Code and Codex. Works as an MCP server, CLI, and Claude Code plugin with zero runtime dependencies.
    1
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients like Claude Desktop and Claude Code to drive a real browser with SeleniumBase automation. Offers three variants: WebDriver-based general automation, Pure CDP Mode for bot-detection bypass, and a broad SB() API with MFA and downloads.
    26
    24
    465 PyPI
    10
    MIT
  • A
    license
    A
    quality
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    maintenance
    An advanced integration package that leverages OpenRouter and Perplexity APIs to provide enhanced web search capabilities, offering both simple and complex query processing with file attachment support.
    1
    100 PyPI
    49
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides web search powered by DeepSeek's native search API, returning AI-generated answers with source links. Integrates with MCP-compatible clients like Claude Code and Cursor.
    1
    MIT