A
licenseA
qualityA
maintenanceA DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.
4
Apache 2.0
74,944 servers. Updated
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"Understanding Inference Models" matching MCP servers:
- AlicenseAqualityCmaintenanceProvides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.19Apache 2.0
- FlicenseAqualityFmaintenanceMCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.258
- FlicenseAqualityBmaintenanceEnables scraping and comparing LLM inference pricing from multiple providers using Firecrawl, storing results in SQLite for analysis.2
- FlicenseAqualityCmaintenanceEnables scraping and comparison of LLM inference pricing from multiple providers like Cloudrift, DeepInfra, Fireworks, and Groq, storing results in a SQLite database.2
- AlicenseBqualityDmaintenanceEnables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions.126611MIT
- FlicenseBqualityBmaintenanceEnables scraping and comparing pricing information for LLM inference services across multiple providers (CloudRift, DeepInfra, Fireworks, Groq) using Firecrawl API and SQLite storage.2
- -licenseBqualityNot gradedmaintenanceA Model Context Protocol server that enables AI models to extract structured data from websites through the extract\_structured\_data tool.125
- AlicenseNot gradedqualityDmaintenanceProvides real-time hot trending topics from major Chinese social platforms and news sites, enabling AI models to fetch and display current hot lists.1,917MIT
- AlicenseNot gradedqualityNot gradedmaintenanceEnables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.4,588,713
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that allows AI assistants to search for, explore, and retrieve 3D printable models from Thingiverse.6MIT
- AlicenseNot gradedqualityFmaintenanceCrawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.149MIT
- AlicenseNot gradedqualityDmaintenanceActs as a bridge between AI models and Google's PageSpeed Insights API, enabling detailed performance analysis of websites.1613MIT
- AlicenseNot gradedqualityDmaintenanceEnables browser automation and web page interaction using Playwright's accessibility tree for fast, deterministic actions without screenshots or vision models.4,588,713Apache 2.0
- AlicenseNot gradedqualityDmaintenanceProvides browser automation capabilities for LLMs using Playwright's accessibility tree, enabling web page interaction through structured data without vision models.Apache 2.0
- AlicenseNot gradedqualityCmaintenanceProvides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.2Apache 2.0
- AlicenseNot gradedqualityDmaintenanceA server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.3GPL 3.0
- AlicenseNot gradedqualityCmaintenanceEnables LLMs to interact with web pages through structured accessibility snapshots using Playwright, providing fast and lightweight browser automation without needing vision models.4,588,713Apache 2.0
- AlicenseNot gradedqualityDmaintenanceProvides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing vision models.4,588,7131Apache 2.0
- AlicenseNot gradedqualityFmaintenanceProvides browser automation capabilities using Patchright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing vision models.22Apache 2.0
