Browser Tools
This browser tools MCP server by AgentDesk AI provides AI assistants with comprehensive browser debugging and analysis capabilities through a Chrome extension and headless browser automation. The implementation combines real-time browser event capture (console logs, network requests, screenshots, DOM element selection) with Lighthouse-powered accessibility, performance, SEO, and best practices audits optimized for AI consumption. Built with TypeScript and featuring cross-platform browser support, smart resource blocking, and structured audit reports with impact-based prioritization, it enables AI systems to debug web applications, analyze page performance, and provide actionable optimization recommendations through both live browser sessions and automated headless analysis.
I/O
heuristic · beta该 skill 无 npm 包,暂用描述启发式推断 I/O;接入后可实测。
综合分
效果测评卡
进行中 · 待运行真实 I/O 已解决「输入输出是什么」;下一步接 agent 真跑,量化「效果好不好」。
The DataForSEO MCP server provides AI assistants with direct access to DataForSEO's SEO and marketing analytics APIs. Built with TypeScript, it exposes tools across four main modules: SERP for search engine results, Keywords Data for keyword research, OnPage for content analysis, and DataForSEO Labs for competitive research and market analysis. The server handles authentication with the DataForSEO API, implements field filtering for focused data retrieval, and follows a modular architecture that makes it easy to extend with additional tools. This implementation is particularly valuable for digital marketers and SEO professionals who need to analyze search rankings, research keywords, evaluate competitors, and optimize content without leaving their AI assistant conversation.
This MCP server integrates Google Lighthouse web performance auditing capabilities, built by Daniel Sogl to provide automated website performance, accessibility, SEO, and best practices analysis through the Lighthouse testing framework. The implementation enables programmatic execution of Lighthouse audits against web pages, returning detailed performance metrics, optimization recommendations, and compliance scores that can be used for continuous monitoring, automated testing pipelines, or bulk website analysis workflows.
AI SEO is a free, open-source MCP server by AutomateLab that audits web pages across 13 dimensions for AI citation eligibility. It evaluates schema validation, robots.txt compliance, llms.txt standards, entity density, and technical metadata to score how likely AI assistants such as ChatGPT, Perplexity, and Claude are to cite a given page. The server requires no API keys or registration and runs fully locally.