"Understanding File Usage" matching MCP servers:

Provides Claude plan usage data (session and weekly percentages) as an MCP tool by reading through a logged-in browser, enabling Claude to check its own remaining usage.

MCP server that lets AI agents route web requests through NodeMaven residential and mobile proxies, with tools for geo-targeted fetching, proxy checking, and location/usage queries.

An MCP server that provides web_search and web_fetch tools returning plain text via the tbro terminal browser to reduce token usage, with the trade-off of no JavaScript support.

Enables converting web pages to clean Markdown via MCP, compressing token usage by roughly 95% in under 150ms to support LLM context windows and RAG pipelines.

Enables agents to parse web pages into decision-ready state—dates as dates, numbers with units, and text chunks sized for a model's window—reducing token usage and providing traceable anchors.

Enables AI agents to scrape web pages into Markdown, text, HTML, JSON, PDFs, screenshots, and structured data, while managing batch scraping jobs, persistent browser sessions, usage/request history, and docs lookup through native MCP tools.

A 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.

A token-efficient MCP server for Chrome DevTools Protocol that provides smart snapshots, diffing, and screenshot-to-disk tools, reducing token usage dramatically compared to official snapshots.

Lets AI agents like Claude capture website screenshots, check cache status, and monitor usage.

MCP server for AT&T telecom account management, automating att.com with Playwright to enable account overview, usage details, bill payment, bill history, and upgrade eligibility checks.

MCP server that exposes Scrapingdog APIs for web scraping, search engine queries, social media profiles/posts, screenshots, and datacenter proxy usage via nine tools.

Provides several x402 utilities to reduce token usage, web scraping, and chron jobs

Load and parse webpages using natural language queries to extract structured data. Manage browser sessions for interactive automation and retrieve usage metrics.

Provides 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.

MCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.

Enables capturing screenshots of URLs, extracting page content as Markdown, and managing ScreenshotAPI account usage from MCP-compatible AI agents.

Enables LLM agents to browse and interact with web pages using a stealth Chromium browser, with an accessibility-tree interface for low token usage.

Enables AI agents to provision and control remote stealth browsers, scrape web pages, and check account usage via the DAWG platform.

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTube, web pages, images, and 25+ formats via one API. Tools: parse_url, parse_file, get_youtube_transcript.

Ultra-fast browser automation server over Chrome DevTools Protocol (CDP), exposed as MCP, enabling AI agents to control a real Chrome browser with low latency and minimal token usage.

Enables Claude Desktop to download files from web URLs with automatic browser fallback for JavaScript-heavy sites. Supports smart redirect handling, custom file naming, and cross-platform compatibility.

Enables AI clients to search Korean court auction real estate by court, region, usage, sale date, appraisal/minimum price, and failure count; fetch case details; collect and resume jobs; and export results to Excel, CSV, and JSONL.

A local Firefox bridge for MCP agents that enables tab control, DOM interaction, mouse/keyboard actions, and screenshots.

Open-source MCP server that wraps Firecrawl and adds Copyright.sh licensing, usage logging, and optional x402 licensed fetch.

Free remote MCP server for fetching public web pages through a rotating proxy pool. Provides tools to scrape pages as Markdown, text, or HTML, check usage quotas, and service status.

A lightweight MCP server for browser automation that gives AI agents navigate, screenshot, and extract tools via a single small binary, without needing Node.js or Playwright. It provides CDP-based browser control with efficient startup and resource usage.

Enables AI agents to create and manage residential and mobile proxies with granular geo-targeting, traffic and spend limits, access restrictions, and usage/cost reporting.

Enables token-efficient web page fetching by converting HTML to Markdown with tiered access (outline, section, search) to minimize LLM context usage.

Enables AI agents to discover new and pre-launch Shopify stores from public CT logs and RDAP data, and to check any list of domains for Shopify usage with registration dates and store metadata.