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116,577 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    C
    maintenance
    Enables auditing web pages for WCAG violations, applying deterministic fixes and PRs, all through MCP clients like Claude Desktop.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to perform unified web searches, GitHub, and GitLab searches with caching, reranking, and fallback across multiple providers.
    4
    921 npm
    19
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables ChatGPT Pro web to securely read workspace files, git diffs, and test records through OAuth-protected read-only MCP tools, so it can plan and review while Codex handles execution without uploading the repository.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A kanban board MCP server that lets Claude Code manage tasks through a local web UI, including claiming, submitting, and querying tasks with automatic git branch and PR creation.
    71 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that bridges ChatGPT Web Pro to local tools, enabling file read/write, shell command execution, git operations, and search within a specified project directory.
    32
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables ChatGPT Web Developer Mode to interact with local repositories through MCP, providing tools for file editing, shell execution, Git worktrees, semantic navigation, and checkpoints.
    220 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A comprehensive MCP server providing secure tools for filesystem operations, Git management, web search, document conversion, npm/.NET project management, and AI generative capabilities (image/video/audio generation and processing) via PiAPI.ai integration.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to securely inspect, search, edit, build, and test explicitly authorized local development projects over MCP, with sandboxed filesystem access and sensitive-file protection.
    2
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables reading agent-made changes in context by capturing Git diffs with verified task context, ordering every change into reading blocks, and recording versioned feedback so corrections can be steered with a short instruction. Exposes these capabilities as MCP tools alongside an optional loopback-only web review viewer.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT web, desktop, and computer use to access and automate a Mac via 228 MCP tools, including local files, Git, processes, macOS native automation, browser control, and durable goal continuation.
    14 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A unified MCP server with composable tools for GitHub operations, file management, shell execution, kanban boards, Discord messaging, and package management. Features role-based security, HTTP/stdio transports, and a web-based development UI.
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables the ChatGPT web app to securely read selected files, git state, and test output from a local workspace through OAuth-protected read-only MCP tools, so TeleAgent retains full execution control.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    102 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server for Git repository management with access key permissions, fine-grained access control, audit logging, and LLM-powered code analysis. Supports multi-repo management, branch/path-level rules, and a web admin interface.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    . A good description should be concise and describe what the server enables users to do, e.g. * Enables to interact with WordPress sites...' Then a huge block? Actually the user message includes the README content inside tags, then after the readme, there is a large block of text starting with '{
    7,061 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that uses Git as a backend for a collaborative todo system, enabling natural language interaction with Claude Desktop/Claude Code. It features a web-based Kanban board and Telegram bot for multi-interface todo management.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables ChatGPT web conversations to directly operate a Windows machine through OpenAI Tunnel, including file read/write, precise editing, command execution, and Git review, with a live dashboard for replaying each tool call.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes a secure OAuth2 + SSE Model Context Protocol endpoint that lets Gemini Web read a local project's files, directory trees, search results, git status/diffs, and workspace info on a read-only basis. It also pairs the browser-side automation with a local bridge daemon so prompts and answers flow both ways between Gemini Web and Google Antigravity.
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI tools to browse the web as the user by providing access to a persistent browser session with logged-in accounts, supporting recipes for email, PRs, calendar, and more.
    8 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.
    37 npm
    MIT