Bright Data returns Google’s live results page, while Parallel ranks excerpts from its own index. See which search API fits your AI agent.

Learn how to give Claude Code routines web access with Bright Data and build a daily price monitor that checks every page it reads.

Learn how to send Bright Data web datasets to Snowflake, activate them with Cortex AI, and choose between stored datasets and live MCP access.

Scrape audio at scale for AI processing with Bright Data. Learn format conversion and AI-powered transcription for enterprise-grade results.

How Containers as a Service works, and how to scale a Bright Data web scraping pipeline across containers for AI agents.

How an AI agent registers for Bright Data via auth.md and gets a working API token, with a human only confirming an email code.

The ten MCP servers worth connecting to Codex, with exact TOML, the context cost of each, and three popular ones to skip. Bright Data MCP leads for web access.

A technical explainer by Efim Dimenstein, Chief Technology Officer, Bright Data.

Learn how Bright Data enables Paperclip AI agents to access web data, making your agent orchestration platform more powerful and capable.

Research: Bright Data’s Video Search API uncovered 10× more physical-action moments by searching what videos show instead of relying on titles, descriptions, and tags.

Build scalable AI agents in Gumloop with enterprise web access from Bright Data’s Web MCP integration.

Explore AI harnesses and how Bright Data’s APIs enable reliable agent action in real-world workflows.