- Enable Claude to retrieve real-time public Craigslist data for any category, region, or item type worldwide
- Target specific locations, price ranges, or item categories for localized marketplace and pricing insights
- Fetch relevant listings, prices, descriptions, and seller details for Claude to analyze, compare, or monitor further
MCP Server for Craigslist Data Extraction
Use Bright Data’s enterprise-grade MCP Server to scrape public Craigslist data. Extract, analyze, and process public listings, prices, descriptions, seller contact information, location details, posting dates, and item categories across all Craigslist regions quickly, reliably, and at scale.
No credit card required
Want to try the Craigslist MCP without setting up anything?
One MCP for the Web
Bright Data MCP for Craigslist lets you extract public listings, prices, descriptions, seller information, locations, posting dates, and item categories across all regions.
Search
Crawl
- Let Claude crawl and extract complete Craigslist listings and item details, not just headline prices
- Output public Craigslist data in Claude-ready formats for seamless LLM integration
- Effortlessly scale listing and marketplace data extraction for Claude, no matter the project size
Access
- Give Claude reliable access to any public Craigslist listing, description, or seller contact information
- Bypass geo-restrictions and CAPTCHAs automatically for uninterrupted Craigslist data extraction by Claude
- Render JavaScript to retrieve dynamically loaded listings, images, and updated availability for Claude's use
Navigate
- Automate Claude agent workflows to extract Craigslist data from search results, category filters, and regional marketplace tables
- Power remote browser sessions for Claude to streamline large-scale Craigslist listing and marketplace data scraping
- Mimic real user behavior for Claude to bypass advanced anti-bot protections on Craigslist
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Ready to Supercharge Craigslist Scraping?
Get started with Craigslist MCP Server in minutes. No setup required.
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Craigslist MCP Server FAQs
What is the Craigslist MCP Server?
The Craigslist MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Craigslist. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Craigslist content dynamically.
How does the integration handle blocking and CAPTCHAs?
Built on Bright Data's robust infrastructure, the Web MCP Server handles the complexities of web data extraction behind the scenes. It automatically manages proxy rotation, CAPTCHA solving, and unlocking technology to ensure your AI receives structured, reliable data from Craigslist without getting blocked.
Is the data from Craigslist live or cached?
The data is completely real-time. Unlike databases that can become outdated, the Craigslist MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or profile information available.
Is there a free tier for the Craigslist MCP?
Yes! We offer a generous free tier that includes 5,000 requests per month. This allows developers and businesses to test the Craigslist MCP Server, build prototypes, and perform light data extraction at no cost before scaling up.
Can the Web MCP Server perform actions like clicking or scrolling?
Yes. Beyond retrieving static data, the server supports full browser automation. Your agents can be instructed to navigate Craigslist pages, click buttons, handle infinite scrolling, and even take screenshots, enabling complex workflows that simulate real user behavior.
Do I need to host the server myself?
You have the choice. You can use our fully managed Remote MCP for instant access with zero infrastructure setup, or you can deploy the Local MCP if you require on-premise control and custom environment configurations for your Craigslist projects.
Which AI tools are compatible with this server?
Our Web MCP Server is designed for seamless integration with popular AI clients. It works natively with Claude Desktop, Cursor, Windsurf, and diverse agentic frameworks like LangChain, making it easy to add Craigslist data capabilities to your existing workflows.
What is the difference between Rapid and Pro modes?
Rapid mode is free and ideal for everyday tasks like SERP lookups and basic text extraction. Pro mode unlocks premium capabilities for Craigslist, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.
Is the Craigslist MCP Server compliant with data regulations?
Absolutely. The Craigslist MCP Server is built with strict adherence to data protection regulations, including GDPR and CCPA. We only access publicly available web data, ensuring your AI operations remain compliant and ethically sound.
What data formats does the server output?
The server delivers data in clean, AI-ready formats. Depending on your specific needs, you can retrieve Craigslist data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.