"Guidance on orchestrating new software projects" matching MCP servers:

Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

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.

An MCP server for browser automation using Puppeteer that enables AI assistants to navigate web pages, interact with UI elements, and capture screenshots. It supports comprehensive web tasks including form filling, content extraction, and executing custom JavaScript within the browser context.

Enables AI hosts to search DevOps job listings on devopsprojectshq.com and fetch details for individual postings via the search_jobs and get_job tools, filling the gap left by the board's lack of an official seeker MCP, Jobs API, or RSS feed. Supports keyword, location, remote-only, and posting-date filters with read-only, politely rate-limited access.

AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.

Enables AI assistants to search New York Times Cooking recipes, fetch full recipes with ingredients and steps without login, and browse personal saved recipe box with optional authentication.

A local-first MCP server for tracking beer releases on Vinmonopolet, enabling users to search new and upcoming beers, check store stock, find nearby stores, and manage watchlists.

An MCP server that enables AI agents to access paid AI inference and web tools via HTTP 402 micropayments in USDC on Base, using the agent's wallet as identity.

Servo-powered MCP server for JS-aware web fetching, content extraction, crawling, and software-rendered screenshots — Chromium-free single binary.

MCP server that watches flight and train fares across multiple provider APIs, with tools to manage watched routes and a background scheduler that re-checks hourly for new offers.

An MCP server that tracks your favorite YouTube creators and tells you when they've posted something new — right from Claude.

An agent-agnostic web extraction and fetch layer that turns URLs into verified, typed data with confidence scores via MCP, REST, or SDK, orchestrating scraping engines behind a resilience ladder and supporting structured extraction against any schema.

Enables AI agents to retrieve YouTube transcripts, video info, channel video lists, and monitor channels for new uploads, with built-in prompt templates for summaries and industry signals—all without an API key.

Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.

Enables accessibility testing of websites and HTML content using axe-core and IBM Equal Access engines. Supports WCAG compliance checking, multi-viewport testing, and provides detailed violation reports with remediation guidance.

Enables pricing an entire project at the best delivered price by grouping purchases across multiple merchants, new and used, while minimizing total cost including shipping through a single MCP call.

An MCP server that provides access to the Majestic SEO API, allowing users to retrieve metrics like Trust Flow, Citation Flow, and backlink data. It enables domain comparisons, anchor text analysis, and tracking of new or lost backlinks through nine specialized tools.

Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.

Enables AI agents to perform comprehensive accessibility audits on websites using Playwright and axe-core against WCAG standards. Provides detailed compliance reports with violation summaries and remediation guidance across multiple browsers.

This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.