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"Understanding Context Memory in Chat Systems" matching MCP servers:
- FlicenseAqualityBmaintenanceEnables LLMs to fetch Israeli weather forecasts by controlling a real browser via Playwright, simulating human interactions like typing and clicking on a weather website.Last updated4
- Alicense-qualityBmaintenanceAn MCP server that fetches web pages and extracts clean, AI-usable context from them, enabling tools for link discovery, content search, and integrated fetch-and-search operations.Last updated1MIT
- -license-quality-maintenanceDREAM LAUNCHERS INTERIORS PRIVATE LIMITEDLast updated
- Alicense-qualityAmaintenanceA read-only MCP server that gives AI agents the web as compact, ranked, verified evidence — no API keys, no cloud retrieval, all models local.Last updated81MIT
- AlicenseAqualityAmaintenanceEnables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.Last updated9The Unlicense
- FlicenseAquality-maintenanceA Context-as-a-Service MCP server that maintains structured, graph-based context for Shopify apps by extracting and summarizing data from web sources and help centers. It enables multi-agent systems to retrieve isolated, provenance-backed context slices or starter bundles via push and pull mechanisms.Last updated5
- -licenseBquality-maintenanceEnables web content extraction and Google Search through Google AI Studio's URL context functionality. Supports batch processing of multiple URLs and returns structured JSON output for web page text and image analysis.Last updated2
- Alicense-qualityDmaintenanceEnables conversion of webpages to clean markdown with content quality scoring and multi-page crawling for documentation sites. Supports Claude Code, Cursor, and Windsurf with native LangChain and LlamaIndex export formats.Last updated1MIT
- Flicense-qualityCmaintenanceEnables LLMs to retrieve Israeli weather forecasts by controlling a browser via Playwright and scraping data from an Israeli weather website.Last updated
- AlicenseAqualityCmaintenanceRoutes web requests through 175M+ residential IPs across 195+ countries, enabling AI to bypass geo-restrictions and anti-bot systems.Last updated41031MIT
- AlicenseAqualityCmaintenanceTypeScript implementation of an MCP server that provides tools for web crawling, content extraction, and browser automation, enabling AI systems to access and process web content through 15 specialized tools.Last updated1311312MIT
- FlicenseAqualityDmaintenanceFetches and analyzes website content to provide business context to AI agents, designed for Voice AI in GoHighLevel.Last updated1
- FlicenseAqualityCmaintenanceReads website pages and generates one cohesive image per page, with no text and no recognizable human faces.Last updated3
- FlicenseAqualityCmaintenanceA 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.Last updated4
- AlicenseAqualityCmaintenanceAn MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.Last updated532MIT
- AlicenseAqualityAmaintenanceDaily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool grades from glama.ai, stores in SQLite with snapshot history and delta tracking, surfaces via MCP tools, Prefab cards, a 6-page web dashboard, and an LLM-powered chat interface.Last updated71MIT
- AlicenseAqualityBmaintenanceStealth browser automation for AI agents, using source-patched Chromium to bypass bot detection systems like Cloudflare, reCAPTCHA, and FingerprintJS.Last updated28Apache 2.0
- 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.Last updated19Apache 2.0
- FlicenseAqualityFmaintenanceMCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.Last updated255
