Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.

MCP ServerNEEDS APPROVAL

Bright Data

Bright Data is an enterprise-grade web data infrastructure platform providing proxies, web scraping APIs, and datasets for AI development. It offers 150M+ real-user IPs across 195 countries, pre-built scrapers for 120+ domains, a Scraping Browser for complex JavaScript-heavy pages, and a Web Unlocker for bypassing anti-bot systems. The platform powers AI model training, RAG pipelines, and agentic web access for 20,000+ companies. Pricing is usage-based starting at $0.001/record; datacenter proxies from ~$10.50/GB.

Visit Bright DataVerified · March 6, 2026

✓ Our Verdict

Solid choice for most workflows

Use Case

You need to extract structured data from websites that actively block scrapers with CAPTCHAs, IP-based geo-blocking, JavaScript rendering, and anti-bot detection.

SolutionBright Data's Web Unlocker API, Scraping Browser, and 150M+ residential proxy pool handle CAPTCHA solving, IP rotation across 195 countries, and headless browser automation in a single managed service.

SetupSign up for free trial (1,000 page loads), choose between pre-built scrapers for 120+ domains or build custom collectors in Scraper Studio IDE using JavaScript. API integration takes minutes; no server infrastructure needed.

Reliable extraction from heavily-protected sites (social media, ecommerce, news), but expect higher latency than direct requests and per-record billing that scales with complexity. Learning curve on Scraper Studio IDE for non-technical users; interface can feel overwhelming initially.

Reliability and anti-blocking capability are the core strengths.

Use Case

You're building an AI model or RAG pipeline and need large volumes of fresh, structured web data without managing proxy infrastructure, browser automation, or compliance headaches.

SolutionIngest pre-collected datasets from Bright Data's Dataset Marketplace (100+ domains including LinkedIn, Zillow, ecommerce) or use AI-powered Custom Scraper to generate domain-specific collectors from natural language prompts. All data is ethically sourced and compliance-vetted.

SetupBrowse marketplace, select dataset, integrate via API or download. For custom scraping: describe your data needs in plain English; Bright Data's AI generates and deploys the scraper. No coding required.

Fast time-to-data for common domains; pricing varies by dataset complexity and record count (starting $0.001/record). Pre-built datasets are reliable but may lag real-time by hours. Custom scrapers take 5–10 minutes to deploy but require validation before production use.

Speed-to-insight and ease-of-use for non-technical teams.

Use Case

You're running agentic workflows or autonomous agents that need real-time web access to fetch current prices, inventory, search results, or competitor data without being blocked or rate-limited.

SolutionBright Data's Scraping Browser with built-in proxy rotation, Web Scraper API (sync/async for up to 20 URLs per request), and Web Unlocker handle dynamic content, anti-bot evasion, and scaling automatically. Agents can make repeated requests without IP bans.

SetupIntegrate Web Scraper API or Scraping Browser SDK into your agent framework. Configure target domains and output format (Markdown/HTML). Deploy as serverless functions via Scraping Functions for zero infrastructure overhead.

Consistent uptime and low latency for agent loops, but costs accumulate quickly with high-frequency requests (usage-based billing). Residential proxies are slower than datacenter proxies but more reliable against detection. Batch processing recommended for large-scale jobs.

Scalability and operational reliability for continuous agent access.

Limitation — major

Steep learning curve for non-technical users

While natural language scraper creation exists, the full platform (Scraper Studio IDE, proxy configuration, API integration) requires JavaScript knowledge and familiarity with web scraping concepts. Beginners report the interface and tool variety feel overwhelming.

Caution

Usage-based billing can spike unexpectedly

Pricing is per-record and per-proxy-request. High-volume scraping, failed requests, or inefficient collectors can generate surprise bills. Monitor usage dashboards closely and test collectors on small datasets first. Datacenter proxies (~$10.50/GB) are cheaper than residential but less reliable against anti-bot systems.

Trust Breakdown

81

Trust scoreStrong

AGENT

Autonomous workflow delegation

TRUST

Transparency & verification

INTEROP

Protocol compatibility breadth

SECURITY

Security controls & audit trail

DOCS

Documentation completeness

How these scores are calculated →

What It Actually Does

In Plain English

Bright Data gives you proxies and scraping tools to collect public web data without getting blocked by sites. It provides ready-made datasets and APIs for tasks like price tracking or AI training data.

Pricing is usage-based starting at $0.001/record; datacenter proxies from ~$10.50/GB.

Fit Assessment

Best for

✓browser-automation
✓web-search
✓data-analysis

81

Bright Data

Strong · 81/100

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Score Breakdown

AGENT

Autonomous workflow delegation

TRUST

Transparency & verification

INTEROP

Protocol compatibility breadth

SECURITY

Security controls & audit trail

DOCS

Documentation completeness

Protocol Support

MCP✓

A2A—

A2H—

REST API✓

Agent-callable✓

Capabilities

Transaction capable✓

ACP support—

Audit trace—

Governance

rate-limiting

Pricing

Paid

Pay-as-you-go from $0.11/GB or $4/user/mo; subscriptions from $499/mo

Workflow Fit

browser-automationweb-searchdata-analysis

Related Concepts

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