MrScraper

Name: MrScraper — Agent-Ready Pricing Assessment
Brand: MrScraper

Partially Agent-Ready

Agent-Ready SaaS Index · mrscraper.com · scored 2026-05-09 · rubric v2.0

Score 59 / 100

Data Extraction

Self-serve checkout

Public API

MrScraper scores 59/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; usage-based / per-token pricing is published; a free entry path exists.

See MrScraper pricing summary Live pricing page

Pricing

MrScraper — 3 products

As of 2026-05-09 · mrscraper.com/

Per-model pricing

1 SKU priced per GB

Model / SKU	Input	Output
Residential Proxy	$2.5 / GB	—

Score breakdown · rubric v2.0

How MrScraper scores on the agent-ready dimensions

Public pricing visibility

10 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

20 / 20

Free entry path

7 / 7

No sales call required

2 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total

59 / 100

Effective pricing

What it actually costs at typical scale

10 GB usage of Residential Proxy

$25/mo

· Pay-as-you-go pricing at $2.5 per GB· No additional fees

Confidence: high

Agent purchase verdict

Can an autonomous agent transact here?

Agent-ready

LLM score: 75/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

Yes

Can buy more usage

Yes

Can cancel online

Yes

Payment methods

card

Human approval recommended

Pricing transparency

partial

Purchase motion

self_serve

Demo required

Unknown

Quote required

Unknown

Annual commit required

Unknown

Auto-renewal mentioned

Cancellation policy visible

Refund policy visible

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Enterprise signals

Trust & compliance

Certifications

GDPR

SSO / SAML

Unknown

RBAC

Unknown

Audit logs

Unknown

Competitive intel

Positioning & ecosystem

Headline

“Scrape web data for Data Research”

Buyer persona

developer

enterprise

Agent purchase simulation

Six-step check: can an agent actually buy from MrScraper?

✓

Discover price

✓

Select a plan

✗

Pay per task

✓

Avoid a sales call

◐

API docs without auth

✗

Estimate cost upfront

Analysis

Pros and cons for AI agents

Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.

✓ For an AI agent

Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.

Every advertised tier is self-serve; no tier requires scheduling a call.

◐ Opportunities for the provider

No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.

API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.

PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.

No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.

One-line fix

How MrScraper could lift its score

Expose an anonymous-purchase path (no account required) for the smallest paid tier — even a $1 PAYG entry.

pricing_visible	true
headline_phrasing	Scrape web data for Data Research\| — Get clean, structured data from any website at any scale.
tier_count	0
lowest_paid_entry_usd	null
free_tier	false
free_tier_terms	null
per_unit_price	$2.5/GB
annual_required	false
self_serve_paid_tiers	1
sales_only_tiers	0
public_api_docs_url	https://docs.mrscraper.com/docs/getting-started/overview
api_docs_auth_walled	false
ai_pricing_json_present	false
agents_txt_present	false
anonymous_purchase_path	false
per_unit_classification	{"unit_class":"data_volume","confidence":"low","agent_task_price_forecastable":"partial","rejected_reason":null,"evidence_text":"$2.5/GB"}
usage_headline_present	false
custom_tier_present	true
agent_friendly	{"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →

Page heading: Scrape web data for Data Research|

CTAs (40): Products · Scraping Browser Automate data extraction like a pro, browse invisibly, scrape e · Web Scraper API Fuel your apps with fresh data, developer-friendly endpoints, an · Residential Proxy Start from $2.5/GB Scrape with human-like fingerprints, real-u · Use Cases · E-Commerce Extract product data, track competitors and suppliers, and gain valua · Web Scrape real estate, job boards, news, and e-commerce sites for market resear · Social Media Extract posts, comments, and engagement data from Instagram, Twitte · Explore All Use Cases Get comprehensive data across use cases, from details to p · Resources · Blog Tips, updates, and insights to help you scrape and use data effectively. · Docs Technical documentation for endpoints, features, and integrations.

Price tokens (1): $2.5/GB Scrape with human-

Products Scraping Browser Automate data extraction like a pro, browse invisibly, scrape effortlessly, and bypass anti-bot systems. Web Scraper API Fuel your apps with fresh data, developer-friendly endpoints, and structured results in milliseconds. Residential Proxy Start from $2.5/GB Scrape with human-like fingerprints, real-user IPs, global geotargeting, and undetectable sessions for data collection. Use Cases E-Commerce Extract product data, track competitors and suppliers, and gain valuable insights for smarter e-commerce decisions. Web Scrape real estate, job boards, news, and e-commerce sites for market research and business insights. Social Media Extract posts, comments, and engagement data from Instagram, Twitter, TikTok, and LinkedIn for trend analysis. Explore All Use Cases Get comprehensive data across use cases, from details to prices, to explore new opportunities. Resources Blog Tips, updates, and insights to help you scrape and use data effectively. Docs Technical documentation for endpoints, features, and integrations. Research Pricing Careers Book a Call Dashboard Login Products Scraping Browser Web Scraper API Residential Proxy Use Cases E-Commerce Web Social-media Explore All Use Cases Resources Blog Docs Research Pricing Careers Book a Call Dashboard Login Scrape web data for Data Research| Get clean, structured data from any website at any scale. Please enter a valid URL Scrape! Used by 6000+ people MrScraper is trusted by the world's leading companies. Fi…

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Agent-Ready Spec

MrScraper

Partially Agent-Ready

59

/ 100 (rubric v2.0)

Discovery files and protocols

Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP