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Current pricing, cost estimates and recommendations for web scraping APIs, with official sources.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.9/5.0

Scored across 6 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: searching providers, getting provider details, estimating costs, comparing products, recommending stacks, and tracking changes. Even though compare_products and estimate_cost both involve cost, their scopes are clearly separated (comparison vs. per-product estimation).

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case: compare_products, estimate_cost, get_provider, get_recent_changes, recommend_scraping_stack, search_providers. No deviations or mixed conventions.

Tool Count5/5

Six tools is well within the ideal range for a focused server. Each tool covers a distinct aspect of provider selection and cost estimation, and none feel redundant or missing.

Completeness5/5

The tool surface covers the full workflow for scraping provider selection: search, detailed inspection, cost estimation, comparison, recommendation, and change tracking. There are no obvious gaps for the stated purpose.

Available Tools

6 tools
compare_productsAInspect

Compare up to three products on one workload: monthly cost range, chosen plan, capabilities, limits and caveats.

Inputs: products (required), workload (required). Returns: object

estimate_costAInspect

Monthly cost (low / expected / high) of a workload on each product, with the cheapest plan that fits, rejected plans and every assumption used.

Inputs: workload (required), products. Returns: object

get_providerBInspect

A provider's products and sources, or with product, that product's plans, rate tables, limits, capabilities, price history and the official source of each fact.

Inputs: provider (required), product. Returns: object

get_recent_changesAInspect

Price, plan and limit changes confirmed against official pages, newest first.

Inputs: limit, since, provider. Returns: object

recommend_scraping_stackAInspect

Recommend an architecture and up to three providers for a workload, with fit scores, cost ranges, reasons, limitations, assumptions and evidence URLs. Same input as POST /api/v1/recommend.

Inputs: workload (required), budget_usd, requires_login_session, team_maintenance_capability. Returns: object

search_providersAInspect

Find scraping providers and products by name or category (scraping_api, web_unlocker, browser_api, scraping_platform).

Inputs: query. Returns: object

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