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Query live SERP data from Google, Bing, and YouTube via DataForSEO. See exactly what search results look like right now — organic results, featured snippets, knowledge graphs, AI overviews, local packs, and more.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Eliminate AI-sounding patterns from any written output. Applies editorial rules synthesized from the best open-source anti-slop tools: banned phrases, structural pattern detection, false agency checks, and a scoring rubric. Use as a quality gate for ANY content — blog posts, social media, emails, documentation, marketing copy. Triggers on: "make it sound human", "less AI", "remove slop", "humanize this", "doesn't sound natural", "too AI", "rewrite naturally", or when reviewing any AI-generated text before publishing.
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.
| name | dataforseo |
| description | Query live SERP data from Google, Bing, and YouTube via DataForSEO. See exactly what search results look like right now — organic results, featured snippets, knowledge graphs, AI overviews, local packs, and more. |
| allowed-tools | Bash, Read, Write, WebSearch |
| env | ["DATAFORSEO_LOGIN","DATAFORSEO_PASSWORD"] |
Query live search engine results pages via MCP tools. See real-time rankings, SERP features, and competitive positions across Google, Bing, and YouTube.
# Full Google SERP (all elements)
mcp__dataforseo-serp__google_serp_live(keyword="your keyword", location_code=2840)
# Quick organic-only results (cheaper)
mcp__dataforseo-serp__google_serp_regular(keyword="your keyword", location_code=2840)
# Find location codes
mcp__dataforseo-serp__google_locations(query="London")
# YouTube rankings
mcp__dataforseo-serp__youtube_serp_live(keyword="your keyword")
# Bing comparison
mcp__dataforseo-serp__bing_serp_live(keyword="your keyword", location_code=2840)
All SERP elements: organic, paid, featured snippets, knowledge graph, AI overview, local pack, people also ask, images, videos.
| Param | Type | Required | Default | Description |
|---|---|---|---|---|
keyword | string | Yes | — | Search query |
location_code | number | No | — | Location code (use google_locations to find) |
location_name | string | No | — | Alt: location name (e.g. "United States") |
language_code | string | No | "en" | Language code |
device | string | No | "desktop" | "desktop" or "mobile" |
depth | number | No | 10 | Results count (10-100) |
Organic + paid results only. ~60% cheaper than advanced.
Same parameters as google_serp_live.
| Param | Type | Required | Description |
|---|---|---|---|
query | string | No | Location name to search |
country | string | No | Filter by country ISO code |
No parameters. Returns all available language codes.
Same parameters as google_serp_live (except no device).
Same parameters as google_serp_live (except no device, default depth 20).
| Code | Location |
|---|---|
| 2840 | United States |
| 2826 | United Kingdom |
| 2276 | Germany |
| 2250 | France |
| 2392 | Japan |
| 2036 | Australia |
| 2124 | Canada |
| 2356 | India |
| 2076 | Brazil |
| 2724 | Spain |
mcp__dataforseo-serp__google_serp_live(keyword="your target keyword", location_code=2840, depth=20)
mcp__dataforseo-serp__google_serp_live(keyword="your keyword", location_code=2840)
mcp__dataforseo-serp__bing_serp_live(keyword="your keyword", location_code=2840)
mcp__dataforseo-serp__google_serp_live(keyword="your keyword", location_code=2840, device="desktop")
mcp__dataforseo-serp__google_serp_live(keyword="your keyword", location_code=2840, device="mobile")
mcp__dataforseo-serp__google_locations(query="San Francisco")
mcp__dataforseo-serp__google_serp_live(keyword="coffee shops", location_code=1014221)
mcp__dataforseo-serp__youtube_serp_live(keyword="your topic", depth=20)
Combine DataForSEO SERP data with:
| Endpoint | Cost per Request |
|---|---|
| Google SERP Advanced | ~$0.0025 |
| Google SERP Regular | ~$0.001 |
| Bing SERP | ~$0.002 |
| YouTube SERP | ~$0.002 |
| Locations/Languages | Free |
New accounts get $1 free credit at dataforseo.com.