"Spec-WorkFlow documentation or implementation" matching MCP servers:

An MCP server that enables AI agents to download n8n workflows from URLs.

MCP server that automates Coupang Supplier Hub Private Label fulfillment workflows, including order lookup, confirmation, courier registration, waybill printing, and shipment document output, with a local dashboard and 16-step tools.

Enables AI agents to call 45 micro-priced utility tools via x402 micropayments on Base, covering search, screenshots, OCR, PDFs, WHOIS, geo-IP, and more without API keys.

Enables AI agents to search the web and extract content using multiple search providers, with caching, retry logic, and options for JavaScript-heavy page rendering.

AI design fidelity — compare Figma designs or screenshots against the rendered implementation and get structured discrepancies. Uses your Claude Code or Codex subscription, no API keys.

An MCP server implementation that integrates the SearxNG API, providing web search capabilities.

Chat with Google NotebookLM via MCP or HTTP REST API for zero-hallucination answers from your documentation. Features persistent sessions, multi-notebook management, and n8n workflow integration.

Open source AI agent platform with MCP server, browser automation, knowledge packs, and workflow engine. Works with Claude Code, ChatGPT, Cursor, and any MCP client.

Efficient web scraping MCP server with a two-step workflow for token-efficient content extraction. Supports previewing HTML structure, targeted scraping, and entire documentation site crawling.

Exposes Cypress as AI-usable tools for running tests, managing spec files, taking accessibility snapshots, and automating a browser via Playwright-core.

Enables AI agents to extract, validate, and discover documentation from websites using llms.txt and install.md standards.

A Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities.

Enables coding agents to capture pixel-accurate screenshots and DOM state from localhost apps, receive user-drawn instructions and reference images, and manage implementation review cycles.

Scrapes webpages and converts them to clean Markdown using browser automation, ideal for creating READMEs, documentation, or processing dynamic web content.

Enables AI assistants to interact with TradingView Desktop charts via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation.

Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Enables MCP clients to operate Chrome tabs with semantic snapshots, policy approvals, and deterministic workflow replay.

A lightweight MCP server implementation that provides a simple tool for fetching website content, demonstrating how tools can be exposed and interacted with using the MCP protocol.

A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

MCP server that exposes web page annotations to AI coding agents, enabling automated implementation of visual feedback and design tweaks.