com.mcparmory/scrapingant MCP Server
com.mcparmory/scrapingant
Web scraping with JavaScript rendering and CAPTCHA handling for AI agents
What is the com.mcparmory/scrapingant MCP server?
The Scrapingant MCP server enables AI agents to scrape webpages with full JavaScript execution and CAPTCHA support. It extracts structured data from dynamic websites and handles complex rendering scenarios that standard HTTP requests cannot process.
This server provides web scraping capabilities designed for AI workflows, handling JavaScript-heavy sites and CAPTCHA challenges. Use it to extract structured data from websites that require rendering or interactive elements, enabling your AI agent to gather real-world web data for analysis, research, or integration tasks.
How to install com.mcparmory/scrapingant
Copy-paste configuration for popular MCP clients.
Tools & capabilities
Tools this server exposes to the agent.
Web scraping with JavaScript rendering— Scrape webpages with full JavaScript execution supportCAPTCHA handling— Automatically handle CAPTCHA challenges during scrapingStructured data extraction— Extract and structure data from scraped webpages
Use cases
- Extract product information from e-commerce sites with dynamic content loading
- Gather research data from JavaScript-heavy websites for analysis
- Monitor competitor websites and pricing changes
- Collect structured data from sites protected by basic CAPTCHA challenges
- Automate data collection from web applications that require rendering
com.mcparmory/scrapingant MCP server FAQ
It's an MCP server that provides web scraping capabilities with JavaScript rendering and CAPTCHA support, allowing AI agents to extract structured data from dynamic websites.
Yes, the server supports full JavaScript execution, making it suitable for scraping single-page applications and dynamically-loaded content.
The server includes CAPTCHA handling capabilities to work with sites that use basic CAPTCHA protection.
Install via pip (`pip install mcparmory-scrapingant`) or use uvx (`uvx mcparmory-scrapingant`), then configure it in your MCP client settings with appropriate API credentials.
Yes, you'll need API credentials from the Scrapingant service to use this server. Check the server's README for specific authentication setup instructions.
Extract data from e-commerce sites, monitor competitor websites, gather research data from dynamic sites, and automate data collection from JavaScript-heavy applications.
README (reference)
Source of truth, from the repository.
MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.
<!-- SERVERS:BEGIN -->Servers
🧠 AI & Machine Learning ElevenLabs · Linkup · Parallel · Perplexity AI · Ragie · Replicate
📊 Analytics Ahrefs · Datadog · Google Analytics · Google Search Console · Linkly · Mixpanel · PostHog
⛓️ Blockchain & Crypto Alchemy NFT
💼 CRM & Sales Apollo
💬 Communication Atlassian Confluence · Google Gmail · MailerSend · Mailtrap · Postmark · Resend · Slack
🗄️ Data & Databases Enigma · Pinecone
🛠️ Developer Tools AgentQL · Apify · Bitbucket · Bright Data · Browserbase · BuiltWith · Canvas · CircleCI · Codacy · Contentful Management · ConvertAPI · E2B · Firecrawl · GitHub · GitLab · LaunchDarkly · Postman · Scrapingant · Semrush AppCenter · Sentry
📄 Documents & Printing PDF.co
🛒 E-commerce Shopify Admin
💰 Finance Alpha Vantage · Polygon · Ramp
👥 HR & Recruiting BambooHR
☁️ Infrastructure Globalping · Grafana · PagerDuty · Rootly · Runpod
⚖️ Legal & Compliance NetLicensing
🗺️ Maps & Location Google Maps Platform · IP2Location.io IP Geolocation · OpenCage Geocoding
📣 Marketing Customer.io Journeys Track · Klaviyo
🎬 Media & Entertainment Canva · Perigon
✅ Productivity Airtable · Asana · Atlassian Jira · ClickUp · Figma · Google Sheets · Miro · Notion · Outline · Shortcut
🔍 Search Algolia Search · Google Search
📦 Storage Box · Files.com · Google Drive
📌 Other Close
More servers are being added continuously.
<!-- SERVERS:END -->Install & Usage
Every server is a standalone PyPI package (mcparmory-<server-name>). Each server's own README.md has full credential setup and configuration instructions.
# With uvx (no install needed)
uvx mcparmory-github
# With pip
pip install mcparmory-github
mcparmory-github
MCP client configuration (Claude Desktop, Cursor, Codex, Claude Code):
{
"mcpServers": {
"github": {
"command": "uvx",
"args": ["mcparmory-github"],
"env": {
"BEARER_TOKEN": "ghp_your_token_here"
}
}
}
}
Features
Every server in this registry provides:
- Full API coverage — all endpoints from the OpenAPI spec are exposed as MCP tools
- Authentication — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS
- Multi-auth — servers that support multiple auth methods let you configure whichever you prefer
- Pydantic validation — request parameters are validated before sending to the API
- Resilience — configurable retries with exponential backoff, connection pooling, and timeouts
- Response sanitization — optional redaction of sensitive fields from API responses
How servers are generated
Servers are generated by MCP Blacksmith, an automated pipeline that:
- Parses an OpenAPI specification
- Transforms operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)
- Generates a complete MCP server with auth, models, validation, and configuration
- Tests every tool against the live API using an autonomous agent
- Deploys passing servers to this registry
The generator targets Python 3.11+ and uses FastMCP as the MCP framework.
Contributing
Servers are auto-generated — don't edit server code directly. If you find an issue, open a GitHub Issue describing:
- Broken or deprecated endpoints
- Missing or incorrect parameters
- Authentication problems
- Incorrect request/response models
We'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.
License
Each generated server is released under the MIT License. The underlying APIs have their own terms of service — see individual server READMEs for details.
<p align="center"> <a href="https://mcparmory.com">MCP Armory</a> · <a href="https://mcpblacksmith.com">MCP Blacksmith</a> · <a href="https://docs.mcpblacksmith.com/quickstart">Docs</a> </p>
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