langfuse-mcp and pydoll-mcp
About langfuse-mcp
avivsinai/langfuse-mcp
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Exposes 25 tools across traces, observations, sessions, exceptions, datasets, and prompt management—significantly broader than prompt-only alternatives. Implements selective tool loading to minimize token overhead and read-only mode for safer access, with stdio transport integration for Claude Code, Codex CLI, and Cursor. Includes bundled debugging playbooks via a skill system and supports both cloud and self-hosted Langfuse instances.
About pydoll-mcp
JinsongRoh/pydoll-mcp
PyDoll MCP Server is a Model Context Protocol (MCP) server built on PyDoll, a next-generation browser automation library. It enables AI assistants like Claude to naturally control web browsers and perform complex web automation tasks.
Implements zero-webdriver automation with intelligent CAPTCHA bypass and Windows optimization, avoiding traditional Selenium/Playwright dependencies. Built on PyDoll's native browser control API, it communicates with Claude and other MCP clients via standard protocol, handling tab lifecycle management, element finding, and navigation through direct browser API calls rather than script injection fallbacks.
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