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  • A
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    maintenance
    Web 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.
    1
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables lightweight web search discovery and on-demand extraction of cleaned page text from supplied URLs, returning snippets, headings, links, and saved full text for longer pages.
    2
    BSD 3-Clause
  • A
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    A
    quality
    C
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    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    5
    32 npm
    16
    MIT
  • A
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    quality
    D
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    An MCP server that provides Claude with comprehensive desktop automation capabilities including browser control, window management, and native mouse/keyboard input on Windows. It enables users to capture screenshots, launch applications, and interact with the system clipboard through natural language.
    20
    MIT
  • A
    license
    B
    quality
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    maintenance
    Enables MCP clients like Codex to operate chatgpt.com through a dedicated persistent browser profile, allowing chat creation, project management, prompt submission, file uploads, and response reading without using the ChatGPT API.
    33
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables Windows agents to control desktop applications and isolated Chromium sessions through a unified computer tool, supporting discovery, observation, input, window management, browser automation, and sequencing actions.
    636 npm
    2
    MIT
  • A
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    A
    maintenance
    Enables AI agents to operate an isolated local Chromium browser through MCP, with semantic snapshots, ref-based actions, search, research, crawling, and CDP access.
    Apache 2.0
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    maintenance
    Lets AI agents drive a headless Chromium browser to open URLs, click, type, select options, read text/HTML, evaluate JavaScript, wait for elements, and capture real PNG screenshots. A persistent single session keeps cookies and SSO state across tool calls, and an optional live view mirrors pages in VS Code's integrated browser tab.
    MIT
  • A
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    quality
    A
    maintenance
    This application is a powerful browser monitoring and interaction tool that enables AI-powered applications via Anthropic's Model Context Protocol (MCP) to capture and analyze browser data through a Chrome extension.
    7,339
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Gives AI agents token-efficient browser access by returning compact, structured page summaries, targeted element queries, and on-demand detail instead of full accessibility-tree dumps. Supports navigation, interaction, monitoring, and session management through MCP tool profiles.
    4 npm
    MIT
  • A
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    quality
    D
    maintenance
    20-tool MCP server - production web-intelligence API gateway exposing 10 Website Intelligence + 7 Marketing APIs as 20 MCP tools over Streamable HTTP + stdio, with pay-per-call Solana USDC payments. 20 tools: URL-to-Markdown, metadata, technology detection, contact extraction, SEO audit, SSL, DNS, sitemaps, robots.txt, Google Maps reviews, AI company/website summaries, citation checking Cloud-host
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    A multi-function Streamable HTTP MCP tool aggregation server that provides web search via Brave, Exa, and SearXNG with multi-key rotation and cross-provider fallback, and supports extensible tool families (URL fetch, code search, RAG) through a pluggable architecture.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Provides agents with tools to score a page's AI readiness, check which AI crawlers robots.txt blocks, and assess passage citability—all performed locally.
    56 npm
    2
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables Windows desktop automation through a unified 29-tool MCP surface combining UI Automation, OCR, browser DOM reading, screenshots, window management, mouse/keyboard control, app launching, and notifications while intercepting dangerous calls.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes pooled Tavily API keys through an MCP streamable HTTP endpoint, providing search, extract, crawl, map, research, and pool status tools with automatic key rotation and quota management.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI assistants to perform real-time Google searches with anti-bot protection. Bypasses search engine restrictions using advanced browser automation to extract search results locally without requiring paid API services.
    6
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables web searching and fetching pages converted to Markdown through local stdio MCP tools, so Claude Code and other MCP clients connected via third-party relays retain internet access instead of failing with a server-side tool protocol error. Includes paginated reading of long articles, SSRF/private-network blocking, and charset handling for legacy Chinese sites.
    98 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    A Playwright-based browser automation tool for AI agents, enabling web search, navigation, scraping, and page interaction through the Model Context Protocol.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables AI agents to open URLs in a persistent headless browser and interact with pages by clicking, typing, selecting, reading content, evaluating JavaScript, waiting for elements, and capturing screenshots.
    22 npm
    MIT
  • F
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    quality
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    maintenance
    Provides instructions and code to set up an MCP server using FastMCP, enabling tool creation for LLM interaction, with an example project for extracting product information from Amazon links.
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  • F
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    quality
    D
    maintenance
    Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.
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  • F
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    Not graded
    quality
    C
    maintenance
    Bridges MiniMax's native web search server tool to Kimi Code, enabling the agent to perform real-time web searches through an MCP tool.
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