"Information about Python programming or the Python language" matching MCP servers:

A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

An MCP server that provides browser automation with anti-detect fingerprinting, accessibility snapshots, and ref-based element targeting, powered by Camoufox.

Enables LLMs to automate browser tasks (navigation, clicks, text input) via Selenium through the Model Context Protocol.

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.

Enables AI-powered LinkedIn automation, including content generation, profile and company data extraction, connection requests, and post scraping through MCP tools.

An MCP server for fetching and transforming web content into various formats.

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

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single pages, crawling entire sites, validating sessions, and listing supported sites, with built-in security protections and adapter-based extensibility.

A Python server implementing the Model Context Protocol that exposes tools for querying external APIs, compatible with Claude Desktop and ChatGPT Desktop.

Crawl and scrape websites to clean markdown, map their sitemaps, and track what changed between crawls. Use the hosted server or run it locally.

Enables AI coding agents to diagnose and repair Python Selenium UI automation using real evidence from live DOM and test runs, with enforced safety boundaries and verifiable fixes.

Enables browser automation with anti-detection features, including navigation, interaction, form filling, and session management.

The server provides tools for web automation using Playwright, allowing navigation, interaction, and JavaScript execution on web pages, and supports note storage with summarization capabilities.

Enables automated interaction with Xiaohongshu (Little Red Book) social media platform through browser automation. Supports login management, status checking, and publishing text content with images to Xiaohongshu accounts.

Read-only INDmoney portfolio access for Claude — Indian stocks, mutual funds, US stocks, gold, credit cards, loans, and Experian credit score. OTP browser login with AES-256-GCM encrypted sessions.

A read-only Python MCP server for authorized website research, structured data extraction, downloadable-document analysis, and content auditing inside OpenCode. It crawls authorized public domains with safety constraints including robots.txt respect, SSRF defenses, bounded concurrency, and content-type allowlists.

Windows automation MCP offering * AI Vision (e.g. Click by Description) * Windows UI Automation Tree tools * Chrome Automation via Playwright * Mouse control * Keyboard control * a lot more (>40 tools) Also comes with Python/TypeScript/C# client libs and a Windows Desktop tool to try all the tools.

Enables AI clients to search and retrieve up-to-date technical documentation for popular agent frameworks such as langchain, llama-index, autogen, agno, openai-agents-sdk, mcp-doc, camel-ai, and crew-ai by running site-scoped Google searches and extracting text from the resulting pages. It can be deployed locally over the stdio transport or remotely over SSE, and works with clients like Cline, Cursor, and custom Python clients.

Enables AI models to search and retrieve the latest technical documentation for mainstream agent frameworks such as langchain, llama-index, autogen, agno, openai-agents-sdk, mcp-doc, camel-ai, and crew-ai by running site-restricted Google searches and extracting the text of the resulting pages. It can be served locally over stdio or deployed remotely over SSE.