Development · Web app
Parse
Turn any website into a structured REST API using natural language
Parse is a web scraping and automation platform that converts websites into hosted REST APIs from plain-English descriptions. It maintains thousands of pre-built endpoints for popular sites and supports authenticated interactions, form submissions, and direct integration with AI agents via Model Context Protocol (MCP).
What it's for
- Connect AI coding agents to live web data using the native MCP server
- Extract structured JSON from e-commerce sites, real estate portals, or directories without writing custom scraper code
- Automate web actions like booking reservations or submitting forms through API calls
Features
- Marketplace with thousands of pre-built, maintained API endpoints
- Natural language generation of custom REST endpoints from any URL
- MCP server integration for agents like Claude Code
- Support for authenticated scraping behind logins
- Interactive endpoint playground with request testing and spec export
Pricing
Freemium. Free tier available; paid usage options for higher volume.
Details
- Type
- Web app
- Category
- Development
- Topic
- Web Scraping
- Open source
- No
- Platforms
- Web, API
- For
- Developers and AI engineer teams needing reliable structured web data and actions without managing headless browsers.
- Alternative to
- Browserbase, Firecrawl, Apify
- Tags
- web scraping, api, mcp, data extraction, ai agents, rest api
Why it was saved
- @alexscraping: Lets you ask for data from any website in natural language and get structured results, claimed to run scraping/automation tasks in under a second, benchmarked 920% faster than Browserbase.
- @jerkeyray: Get structured data from any website without building scrapers; useful for AI agents via its MCP server.
- @alexscraping: Connect via MCP to build and use APIs instantly; book a table on Resy, search flights, any action on any site. Claimed 500x faster than browser agents, with thousands of prebuilt APIs shared across a pool, plus credits system and MCP config/spec download per API.
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