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"The role of planning in project development" matching MCP servers:
- AlicenseAqualityDmaintenanceEnables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.46,1036MIT
- AlicenseAqualityCmaintenanceAn MCP server that turns your Sell The Trend account into an AI-drivable product-research engine and generates detailed, decision-ready PDF dossiers for any niche.141MIT
- Flicense-qualityCmaintenanceA Model Context Protocol server that provides real-time weather data, detailed forecasts, and alerts for locations in Israel and the United States. It uses web automation for Israeli data and dedicated services for US data.
- Flicense-qualityBmaintenanceAn MCP server that enables deterministic observation of public web pages and commercial interpretation of changes, with credential-gated access and honest accounting.2
- AlicenseAqualityCmaintenanceWeb search for AI agents across 6 engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through one search tool. Routes each query to the cheapest engine that clears a quality bar and caches repeats. Hosted, streamable-HTTP, BYOK supported.11MIT
- AlicenseAqualityAmaintenanceEnables AI agents to manage live Firefox tabs and native tab groups via MCP tools over stdio, with exact-match verification and safety constraints. It does not read page content or send browser data remotely.7Mozilla Public 2.0
- AlicenseAqualityAmaintenanceEnables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.9The Unlicense
- AlicenseAquality-maintenanceEnables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.9910
- AlicenseAqualityDmaintenanceAn enhanced browser automation MCP server that solves token limit issues through intelligent semantic compression, enabling universal web automation with context-aware snapshot modes.121Apache 2.0
- Alicense-qualityBmaintenanceUnified MCP server for browser automation (Playwright + CDP + CLI) and bookmark management across Chrome, Firefox, Edge, and Brave, including cross-browser sync, deduplication, and a React dashboard.1MIT
- Alicense-qualityAmaintenancePerplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.70MIT
- Alicense-qualityCmaintenanceTransforms Claude into a persistent intelligence layer with automatic checkpointing, crash recovery, semantic memory, and cross-project learning. It provides 128+ tools for session management, adversarial testing, and browser automation to eliminate state loss and context rebuild costs.52MIT
- Flicense-qualityCmaintenanceMCP server that lets users obtain current Israeli city weather forecasts. It uses Playwright to browse Weather2day, extract the forecast page, and feed the cleaned data back to the LLM for natural language responses.
- Flicense-qualityDmaintenanceEnables querying real-time weather data for Israeli cities through natural language, using Playwright to scrape weather2day and Gemini LLM to answer.
- Flicense-qualityCmaintenanceMCP server that enables users to get real-time weather forecasts for Israeli cities by automating a browser with Playwright and using Gemini to answer natural language queries.
- Flicense-qualityCmaintenanceAn MCP server that enables AI agents to execute real-world actions through 10 specialized engines covering authenticated API calls, browser automation, visual QA, shell commands, file operations, job scraping, and parallel task execution.
- Flicense-qualityDmaintenanceEnables AI agents to perform privacy-respecting web searches through SearXNG, with support for multiple search engines, categories, and advanced filtering options.24
- Flicense-qualityAmaintenanceAI-controlled browser farm — run N isolated Chromium instances with 36 MCP tools for device emulation, screenshots, network/geolocation simulation, and diagnostics. Cross-platform: Windows GUI + headed/headless on Linux/macOS.12
- MIT