"Using Python to Locate and Retrieve Browser Element Selectors" matching MCP servers:

• Element MCP Server

  rosquillas

  A

  license

  A

  quality

  C

  maintenance

  Connects Claude with Matrix/Element to read and search messages across rooms. Enables listing rooms, viewing room information, retrieving message history, and searching conversation content from your Matrix account.

  Last updated 2026-01-10

  4

  1

  MIT

• Element-UI MCP Server

  yun8711

  A

  license

  B

  quality

  C

  maintenance

  Provides comprehensive Element-UI v2.15.14 component documentation including properties, events, and usage examples to help AI assistants generate accurate Vue 2 code.

  Last updated 2025-11-26

  8

  8

  2

  MIT

• browser-gateway

  browser-gateway

  A

  license

  -

  quality

  B

  maintenance

  Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support

  Last updated 2026-05-12

  42

  5

  MIT

• Qdrant Retrieve MCP Server

  gergelyszerovay

  A

  license

  -

  quality

  C

  maintenance

  Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

  Last updated 2025-03-23

  46

  MIT

• Arche Browser

  GizAI

  A

  license

  -

  quality

  C

  maintenance

  An MCP server for comprehensive browser automation and full local PC control via shell commands and Python execution. It enables tasks like web navigation, file system management, and remote access through SSE with token authentication.

  Last updated 2025-12-08

  MIT

• enigma-python-mcp

  denismaggior8

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol server that brings the capabilities of enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators

  Last updated 2026-05-05

  2

  1

  4

  MIT

• real-browser-mcp

  ofershap

  A

  license

  A

  quality

  C

  maintenance

  MCP server + Chrome extension that gives AI coding agents control of your real browser with existing sessions, logins, and cookies. Works with Cursor, Claude, Windsurf.

  Last updated 2026-05-11

  18

  39

  20

  MIT

• MCP Web Browser Server

  random-robbie

  A

  license

  A

  quality

  C

  maintenance

  An advanced web browsing server enabling headless browser interactions via a secure API, providing features like navigation, content extraction, element interaction, and screenshot capture.

  Last updated 2025-03-10

  6

  27

  MIT

• atlassian-browser-mcp

  GeiserX

  A

  license

  A

  quality

  C

  maintenance

  Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available

  Last updated 2026-05-14

  74

  1

  GPL 3.0

• MCP Python Interpreter

  PortPro-Technologies-Inc

  -

  license

  A

  quality

  -

  maintenance

  A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

  Last updated 2025-06-14

  9

• Browser Agent MCP

  imprvhub

  A

  license

  A

  quality

  C

  maintenance

  Browser Agent MCP

  Last updated 2026-02-05

  13

  14

  38

  TypeScript

  Mozilla Public 2.0

• MCP Browser Screenshot Server

  seabassgonzalez

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to capture screenshots of web pages using automated browser sessions. Supports full-page and element-specific screenshots, device simulation, and JavaScript execution for comprehensive web testing and monitoring.

  Last updated 2025-08-28

  6

  6

  MIT

• atlas-browser-mcp

  LingTravel

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to navigate the web visually using screenshot-based interaction and Set-of-Mark labeling for interactive elements. It supports humanized browsing behaviors, anti-detection measures, and complex tasks like multi-click CAPTCHA solving.

  Last updated 2025-12-13

  6

  MIT

• Browser Use Server

  ztobs

  F

  license

  A

  quality

  C

  maintenance

  Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.

  Last updated 2025-04-27

  4

  22

• MCP Python Interpreter

  yzfly

  F

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.

  Last updated 2025-10-12

  10

  99

• MCP Browser Debugger

  EmmanuelBarbosaMonteiro

  F

  license

  A

  quality

  C

  maintenance

  Enables comprehensive web frontend debugging and analysis through DOM inspection, JavaScript execution, network monitoring, console log capture, and automated browser interactions. Supports complete web development workflows including testing, data extraction, and performance analysis.

  Last updated 2025-10-10

  15

• Concurrent Browser MCP

  sailaoda

  A

  license

  B

  quality

  C

  maintenance

  A concurrent browser MCP server that supports multiple parallel browser instances

  Last updated 2025-07-28

  20

  1,063

  10

  Apache 2.0

• agent-browser-mcp

  335234131

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to directly control your real Chrome browser with full context including login sessions, cookies, and open tabs. It provides tools for page scanning, JavaScript execution, CDP control, screenshots, and physical mouse/keyboard input for authentic browser automation.

  Last updated 2026-04-15

  20

  211

  MIT

• Python REPL MCP Server

  hdresearch

  A

  license

  B

  quality

  C

  maintenance

  A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.

  Last updated 2025-12-15

  3

  40

  MIT

• Playwright Plus Python MCP

  MCP-Mirror

  A

  license

  B

  quality

  -

  maintenance

  Enables browser automation and web scraping through Playwright, supporting navigation, screenshots, element interaction, form filling, JavaScript execution, and content extraction.

  Last updated 2025-06-25

  8