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  • A
    license
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    quality
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    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
    21 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to search XJTLU past exam papers by course code, read details such as academic year, semester, and regular versus resit type, and save the chosen PDFs to local folders after logging in with their own school account. Runs as a local stdio MCP server for Codex and DeepSeek Harness, returning metadata and file paths only.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to fetch and summarize Hacker News stories and threads, search arXiv papers, and view GitHub Trending, with cached, token-efficient Markdown results and no API keys required.
    6
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex to operate your already-open Firefox tabs via local MCP tools for status, tab management, navigation, interaction, and screenshots on Windows x64 with Firefox 140+.
    1
    AGPL 3.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables Model Context Protocol tools for automating web browsers and Electron desktop applications using Playwright's accessibility tree snapshots. It supports window management and JavaScript execution in the main process, providing deterministic automation through structured data.
    224 npm
    17
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Pith is an MCP server that enables LLM agents to scrape web pages to clean markdown, perform multi-page crawls, structured extraction with verifiable citations, and web search.
    5 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    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
    license
    Not graded
    quality
    C
    maintenance
    Lets AI agents use Paper's design tools — writing HTML, capturing screenshots, reading JSX, and creating files — by driving the Paper editor in a headless browser instead of requiring the desktop app. It serves these tools over stdio to any MCP client, such as Claude Code, Cursor, or Codex.
    0
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    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
    license
    Not graded
    quality
    B
    maintenance
    Enables retrieval of YouTube video titles and transcripts/subtitles through an MCP interface backed by a headless Playwright browser, with optional persistent login/session and stdio or HTTP streaming transports.
    MIT
  • A
    license
    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.
    178 PyPI
    484
    Apache 2.0