Crawlora MCP

pcmag_headlines

Read-only

Current PCMag headlines for one public section; section must come from pcmag_sections.

Input Schema

Name	Required	Description	Default
`section`	Yes	PCMag category slug. Documented values: 3d-printers, accounting, ai, air-purifiers, android, android-apps, anti-ransomware-for-business, antivirus, appliances, applicant-tracking-systems, application-performance-management, asset-management, audio, audio-accessories, audio-editing, audio-recording, background-check-services, batteries-power, benefits-administration-software, billing-invoicing-software, blu-ray-players, bluetooth-headsets, browsers, business-card-printing, business-plan-software, call-center-features, camera-accessories, cameras, car-accessories, cars-auto, cloud-backup-for-business, cloud-file-storage-for-business, cloud-infrastructure, collaboration, communications, components, computer-mice, connected-kitchen, contract-management-software, credit-card-processors, crm-software, cryptocurrency, dash-cams, data-analytics, data-visualization-tools, database, dating, desktop-pcs, digital-life, digital-voice-recorders, disaster-recovery, dna-testing-kits, document-management-software, drones, e-commerce-fulfillment-services, e-commerce-payments, e-commerce-software, ebook-readers, education, elearning-authoring-tools, electronic-health-record-management, email-marketing, employee-monitoring, employee-monitoring-software, employee-shift-scheduling, enterprise-accounting-software, erp-software, expense-tracking-software, fax-services, file-sync-backup, fitness, fitness-trackers, fleet-management, game-controllers-accessories, game-streaming-services, games, gaming, gaming-systems, gps-navigation, graphic-design, graphics-cards, hard-drives, headphones, health-fitness, heart-rate-monitors, help-desk, home-automation-hubs, home-entertainment, home-entertainment-accessories, home-security, home-security-cameras, hosted-email-providers, hosted-endpoint-protection, hr-software, human-resources, identity-management, infrastructure-management, input-devices, inventory-management-software, ios, ipad-apps, iphone-apps, it-management, it-security, keyboards, language-learning, laptop-accessories, laptops, lead-management, lenses, linux, low-code-app-development, macos, malware-protection-removal, marketing-automation-software, meal-kits, media-streaming-devices, media-streaming-software, medical-alert-systems, membership-management, microsoft-xbox-games, mobile-apps, mobile-device-management, mobile-games, mobile-payment-apps, mobile-phone-accessories, mobile-phones, modems-hotspots, monitors, motherboards, music-audio, network-attached-storage, network-management, network-monitoring, networking, nintendo-games, office-suites, online-learning-platforms-for-business, online-survey-tools, onlinecloud-backup-services, operating-systems, operations, parental-control, password-managers, payroll, pc-cases, pc-games, performance-management, personal-finance, personal-finance-apps, photo-design, photo-editing, photo-printing, podcasting, point-of-sale, power-supplies, printers, processors, productivity, project-management, projectors, proxies, ransomware-protection, robot-vacuums, sales-marketing, scanners, secure-file-transfer, security, security-suites, self-service-business-intelligence-tools, seo-tools, shopping, shredders, sim-cards, smart-displays, smart-glasses, smart-home, smart-lawn-mowers, smart-lighting, smart-locks, smart-plugs, smart-scales, smart-thermostats, smartwatches, smb-accounting, social-listening-and-influencer-identification, social-media, social-media-management, sony-playstation-games, speakers, spyware-protection, ssds, storage, streaming-music-services, styli, subscription-services, system-utilities, tablet-accessories, tablets, tax-software, team-messaging, tech-for-kids, time-tracking, to-do-list-apps, toys, tracking-devices-for-kids, tracking-devices-for-pets, travel, tune-up-utilities, tvs, universal-remotes, video, video-camera-accessories, video-cameras, video-conferencing-software, video-editing, video-streaming-services, virtualization, voip-phone-services, vpn, vr, wearables, web-hosting, webcams, website-app-building-tools, website-builders, website-monitoring, wi-fi-mesh-networking-systems, wi-fi-range-extenders, windows, wireless-carriers, wireless-routers.

Output Schema

Name	Required	Description	Default
`data`	Yes	The tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 7, 2026

addedInput schema / properties / section / description

Added value: +"PCMag category slug. Documented values: 3d-printers, accounting, ai, air-purifiers, android, android-apps, anti-ransomware-for-business, antivirus, appliances, applicant-tracking-systems, application-performance-management, asset-management, audio, audio-accessories, audio-editing, audio-recording, background-check-services, batteries-power, benefits-administration-software, billing-invoicing-software, blu-ray-players, bluetooth-headsets, browsers, business-card-printing, business-plan-software, call-center-features, camera-accessories, cameras, car-accessories, cars-auto, cloud-backup-for-business, cloud-file-storage-for-business, cloud-infrastructure, collaboration, communications, components, computer-mice, connected-kitchen, contract-management-software, credit-card-processors, crm-software, cryptocurrency, dash-cams, data-analytics, data-visualization-tools, database, dating, desktop-pcs, digital-life, digital-voice-recorders, disaster-recovery, dna-testing-kits, document-management-software, drones, e-commerce-fulfillment-services, e-commerce-payments, e-commerce-software, ebook-readers, education, elearning-authoring-tools, electronic-health-record-management, email-marketing, employee-monitoring, employee-monitoring-software, employee-shift-scheduling, enterprise-accounting-software, erp-software, expense-tracking-software, fax-services, file-sync-backup, fitness, fitness-trackers, fleet-management, game-controllers-accessories, game-streaming-services, games, gaming, gaming-systems, gps-navigation, graphic-design, graphics-cards, hard-drives, headphones, health-fitness, heart-rate-monitors, help-desk, home-automation-hubs, home-entertainment, home-entertainment-accessories, home-security, home-security-cameras, hosted-email-providers, hosted-endpoint-protection, hr-software, human-resources, identity-management, infrastructure-management, input-devices, inventory-management-software, ios, ipad-apps, iphone-apps, it-management, it-security, keyboards, language-learning, laptop-accessories, laptops, lead-management, lenses, linux, low-code-app-development, macos, malware-protection-removal, marketing-automation-software, meal-kits, media-streaming-devices, media-streaming-software, medical-alert-systems, membership-management, microsoft-xbox-games, mobile-apps, mobile-device-management, mobile-games, mobile-payment-apps, mobile-phone-accessories, mobile-phones, modems-hotspots, monitors, motherboards, music-audio, network-attached-storage, network-management, network-monitoring, networking, nintendo-games, office-suites, online-learning-platforms-for-business, online-survey-tools, onlinecloud-backup-services, operating-systems, operations, parental-control, password-managers, payroll, pc-cases, pc-games, performance-management, personal-finance, personal-finance-apps, photo-design, photo-editing, photo-printing, podcasting, point-of-sale, power-supplies, printers, processors, productivity, project-management, projectors, proxies, ransomware-protection, robot-vacuums, sales-marketing, scanners, secure-file-transfer, security, security-suites, self-service-business-intelligence-tools, seo-tools, shopping, shredders, sim-cards, smart-displays, smart-glasses, smart-home, smart-lawn-mowers, smart-lighting, smart-locks, smart-plugs, smart-scales, smart-thermostats, smartwatches, smb-accounting, social-listening-and-influencer-identification, social-media, social-media-management, sony-playstation-games, speakers, spyware-protection, ssds, storage, streaming-music-services, styli, subscription-services, system-utilities, tablet-accessories, tablets, tax-software, team-messaging, tech-for-kids, time-tracking, to-do-list-apps, toys, tracking-devices-for-kids, tracking-devices-for-pets, travel, tune-up-utilities, tvs, universal-remotes, video, video-camera-accessories, video-cameras, video-conferencing-software, video-editing, video-streaming-services, virtualization, voip-phone-services, vpn, vr, wearables, web-hosting, webcams, website-app-building-tools, website-builders, website-monitoring, wi-fi-mesh-networking-systems, wi-fi-range-extenders, windows, wireless-carriers, wireless-routers."

First observedOct 7, 2026

TDQS

A3.8/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and open-world profile is covered. The description adds a useful cross-tool dependency (section must come from pcmag_sections) and a recency implication ('Current'), but nothing about pagination, freshness window, or return shape.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence, front-loaded with the resource and followed immediately by the constraint. No filler, no restatement of the tool name.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-param read tool with a fully documented schema and an output schema present, this is essentially complete. Minor gap: no mention of how many headlines are returned or ordering, but that is not required given the output schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the single slug property is exhaustively enumerated in the schema, so the schema does the heavy lifting. The description's only added value is directing the agent to source the slug from pcmag_sections rather than free-form guess it.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Current PCMag headlines') and scopes it to exactly one section. It implicitly distinguishes itself from pcmag_news/pcmag_article/pcmag_sections, though it never names those siblings explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a clear prerequisite: the section must come from pcmag_sections, which tells the agent to resolve the slug first rather than guess. No explicit when-not guidance or named alternatives, but the usage context is unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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