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Feature Spec

You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only wo...

Authorapify
Version1.0.0
LicenseMIT
Token count~1,044
UpdatedJun 5, 2026

Install

Quick install

via npx skills · works with 57+ agents
npx skills add https://github.com/apify/apify-mcp-server/tree/HEAD/skills/feature-spec
Or pick agent:
npx skills add apify/apify-mcp-server --skill feature-spec --agent claude-code
npx skills add apify/apify-mcp-server --skill feature-spec --agent cursor
npx skills add apify/apify-mcp-server --skill feature-spec --agent codex
npx skills add apify/apify-mcp-server --skill feature-spec --agent opencode
npx skills add apify/apify-mcp-server --skill feature-spec --agent github-copilot
npx skills add apify/apify-mcp-server --skill feature-spec --agent windsurf
More install options

Shorthand — useful for multi-skill repos:

npx skills add apify/apify-mcp-server --skill feature-spec

Manual — clone the repo and drop the folder into your agent's skills directory:

git clone https://github.com/apify/apify-mcp-server.git
cp -r apify-mcp-server/skills/feature-spec ~/.claude/skills/
How to use: Once installed, ask your agent to "use the feature-spec skill" or describe what you want (e.g. "You are planning a new feature for the Apify MCP server. Your job is to explore"). Requires Node.js 18+.

feature-spec

You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only workflow.

feature-specby apify

You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only workflow.

npx skills add https://github.com/apify/apify-mcp-server --skill feature-specDownload ZIPGitHub

More skills from apify

bug-triageby apifyTriage open bug issues on apify/apify-mcp-server . Analyze, draft responses, get approval, post.digby apifyFlexible skill for exploring, planning, and speccing work on the Apify MCP server. Do NOT edit source files — this skill is for understanding and planning only.apify-actor-developmentby apifyCreate, debug, and deploy serverless cloud programs for web scraping, automation, and data processing. Supports JavaScript, TypeScript, and Python templates with integrated Crawlee, Playwright, and Cheerio libraries for HTTP and browser-based crawling Includes local testing via apify run with isolated storage, schema validation for inputs/outputs, and deployment to Apify platform via apify push Requires Apify CLI authentication and mandatory generatedBy metadata in .actor/actor.json for AI...apify-actorizationby apifyConvert existing projects into serverless Apify Actors with language-specific SDK integration. Supports JavaScript/TypeScript (with Actor.init() / Actor.exit() ), Python (async context manager), and any language via CLI wrapper Provides structured workflow: apify init to scaffold, apply SDK wrapping, configure input/output schemas, test locally with apify run , then deploy with apify push Includes input and output schema validation, Docker containerization, and optional pay-per-event...apify-audience-analysisby apifyExtract audience demographics, engagement patterns, and behavior data from Facebook, Instagram, YouTube, and TikTok. Supports 18+ specialized Actors covering follower demographics, engagement metrics, comments, and profile analysis across all four platforms Offers three output formats: quick chat display, CSV export, or JSON export for downstream analysis Requires Apify token and mcpc CLI tool; uses dynamic schema fetching to adapt inputs to each Actor's requirements Includes structured...apify-brand-reputation-monitoringby apifyMonitor brand reputation across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Supports 16+ dedicated Apify Actors covering reviews, ratings, comments, and mentions across all major platforms Flexible output formats: display results in chat, export to CSV, or save as JSON for downstream analysis Requires Apify token and Node.js 20.6+; uses mcpc CLI to dynamically fetch Actor schemas and input parameters Workflow guides users through platform selection,...apify-competitor-intelligenceby apifyMulti-platform competitor analysis via Apify Actors for Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. Covers 25+ specialized Actors across seven platforms, each optimized for specific analysis types: business data extraction, review comparison, ad strategy monitoring, content performance, and audience insights Requires Apify token, Node.js 20.6+, and the mcpc CLI tool to fetch Actor schemas and run analyses dynamically Supports three output formats: quick chat display,...apify-content-analyticsby apifyMulti-platform content analytics via Apify Actors for Instagram, Facebook, YouTube, and TikTok. Supports 17+ specialized Actors covering posts, reels, stories, comments, hashtags, followers, and ads across all four platforms Dynamically fetches Actor schemas using mcpc CLI to determine required inputs and available output fields Outputs results in three formats: quick chat display, CSV export, or JSON export with customizable result counts Requires Apify token in .env file and Node.js 20.6+...

---

Source: https://github.com/apify/apify-mcp-server/tree/HEAD/skills/feature-spec
Author: apify
Discovered via: mcpservers.org

SKILL.md source

---
name: feature-spec
description: You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only wo...
---

# feature-spec

You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only workflow.

# feature-specby apify
You are planning a new feature for the Apify MCP server. Your job is to explore the codebase, design the feature, and produce a GitHub issue spec. Do NOT edit any files — this is a planning-only workflow.

`npx skills add https://github.com/apify/apify-mcp-server --skill feature-spec`Download ZIPGitHub

## More skills from apify
bug-triageby apifyTriage open bug issues on apify/apify-mcp-server . Analyze, draft responses, get approval, post.digby apifyFlexible skill for exploring, planning, and speccing work on the Apify MCP server. Do NOT edit source files — this skill is for understanding and planning only.apify-actor-developmentby apifyCreate, debug, and deploy serverless cloud programs for web scraping, automation, and data processing. Supports JavaScript, TypeScript, and Python templates with integrated Crawlee, Playwright, and Cheerio libraries for HTTP and browser-based crawling Includes local testing via apify run with isolated storage, schema validation for inputs/outputs, and deployment to Apify platform via apify push Requires Apify CLI authentication and mandatory generatedBy metadata in .actor/actor.json for AI...apify-actorizationby apifyConvert existing projects into serverless Apify Actors with language-specific SDK integration. Supports JavaScript/TypeScript (with Actor.init() / Actor.exit() ), Python (async context manager), and any language via CLI wrapper Provides structured workflow: apify init to scaffold, apply SDK wrapping, configure input/output schemas, test locally with apify run , then deploy with apify push Includes input and output schema validation, Docker containerization, and optional pay-per-event...apify-audience-analysisby apifyExtract audience demographics, engagement patterns, and behavior data from Facebook, Instagram, YouTube, and TikTok. Supports 18+ specialized Actors covering follower demographics, engagement metrics, comments, and profile analysis across all four platforms Offers three output formats: quick chat display, CSV export, or JSON export for downstream analysis Requires Apify token and mcpc CLI tool; uses dynamic schema fetching to adapt inputs to each Actor's requirements Includes structured...apify-brand-reputation-monitoringby apifyMonitor brand reputation across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Supports 16+ dedicated Apify Actors covering reviews, ratings, comments, and mentions across all major platforms Flexible output formats: display results in chat, export to CSV, or save as JSON for downstream analysis Requires Apify token and Node.js 20.6+; uses mcpc CLI to dynamically fetch Actor schemas and input parameters Workflow guides users through platform selection,...apify-competitor-intelligenceby apifyMulti-platform competitor analysis via Apify Actors for Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. Covers 25+ specialized Actors across seven platforms, each optimized for specific analysis types: business data extraction, review comparison, ad strategy monitoring, content performance, and audience insights Requires Apify token, Node.js 20.6+, and the mcpc CLI tool to fetch Actor schemas and run analyses dynamically Supports three output formats: quick chat display,...apify-content-analyticsby apifyMulti-platform content analytics via Apify Actors for Instagram, Facebook, YouTube, and TikTok. Supports 17+ specialized Actors covering posts, reels, stories, comments, hashtags, followers, and ads across all four platforms Dynamically fetches Actor schemas using mcpc CLI to determine required inputs and available output fields Outputs results in three formats: quick chat display, CSV export, or JSON export with customizable result counts Requires Apify token in .env file and Node.js 20.6+...

---

**Source**: https://github.com/apify/apify-mcp-server/tree/HEAD/skills/feature-spec
**Author**: apify
**Discovered via**: mcpservers.org

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