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CATALOG.md

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README.md

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### Curated and trusted AI agent skills
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[![Published](https://img.shields.io/badge/published-2%2C634-6366f1?style=for-the-badge)](CATALOG.md)
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[![Published](https://img.shields.io/badge/published-2%2C636-6366f1?style=for-the-badge)](CATALOG.md)
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[![Industry%20Collections](https://img.shields.io/badge/industry--collections-15-14b8a6?style=for-the-badge)](industries/README.md)
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[![Categories](https://img.shields.io/badge/categories-17-0ea5e9?style=for-the-badge)](categories/README.md)
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[![Security%20Reviewed](https://img.shields.io/badge/security--reviewed-2%2C272-10b981?style=for-the-badge)](verification/)
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[![License](https://img.shields.io/badge/license-MIT-f59e0b?style=for-the-badge)](LICENSE)
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**[Catalog](CATALOG.md) · [Live Browse](https://agentskillexchange.com/browse-skills/) · [Categories](categories/README.md) · [Industry Collections](industries/README.md) · [Top Starred](TOP-STARS.md) · [Top Downloaded](TOP-DOWNLOADS.md) · [Submit a Skill](#submit-a-skill)**
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*2,634 published skills · 15 Industry Collections · 17 categories · Real ecosystem signals · Updated daily*
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*2,636 published skills · 15 Industry Collections · 17 categories · Real ecosystem signals · Updated daily*
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| Skill | What it helps with | Stars | Category |
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|---|---|---:|---|
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| [Add multimodal lifelong memory to MCP and Python agents with SimpleMem](skills/add-multimodal-lifelong-memory-to-mcp-and-python-agents-with-simplemem/) | Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python... | 3.5k | Integrations & Connectors |
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| [Build multimodal retrieval context layers with Deep Lake](skills/build-multimodal-retrieval-context-layers-with-deep-lake/) | Store raw multimodal data, embeddings, and vector-search indexes in Deep Lake so agents can retrieve grounded context for... | 9.2k | Data Extraction & Transformation |
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| [Parse multi-format RAG inputs with OmniParse](skills/parse-multi-format-rag-inputs-with-omniparse/) | Run OmniParse locally or as an API service to turn documents, images, audio, video, and web pages into... | 7.6k | Data Extraction & Transformation |
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| [Parse agent-ready PDFs and document images with MonkeyOCR](skills/parse-agent-ready-pdfs-and-document-images-with-monkeyocr/) | Run MonkeyOCR over PDFs, scanned pages, formulas, and tables to produce structured Markdown/text that downstream agents can ingest... | 6.6k | Data Extraction & Transformation |
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| [Expose database APIs and SQL MCP tools with Azure Data API Builder](skills/expose-database-apis-and-sql-mcp-tools-with-azure-data-api-builder/) | Use Azure Data API Builder to generate secure REST, GraphQL, and SQL MCP access for supported databases so... | 1.4k | Integrations & Connectors |
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| [Build Go MCP servers with MCP Go](skills/build-go-mcp-servers-with-mcp-go/) | Use MCP Go to implement typed Model Context Protocol servers in Go that expose tools, resources, prompts, and... | 8.8k | Integrations & Connectors |
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| [Hermes Tweet](skills/hermes-tweet/) | Use Hermes Tweet when Hermes Agent needs a native X/Twitter plugin for reading posts, exploring public data, and... | 10 | Integrations & Connectors |
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| [Run TypeScript-native LLM eval suites with Evalite](skills/run-typescript-native-llm-eval-suites-with-evalite/) | Use Evalite when a TypeScript team needs repeatable Vitest-style eval runs for LLM apps before prompt, model, or... | 1.6k | Code Quality & Review |
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| [Trace coding-agent and LLM workflows with OpenLIT](skills/trace-coding-agent-and-llm-workflows-with-openlit/) | Use OpenLIT to instrument coding agents and LLM applications with OpenTelemetry traces, metrics, costs, prompts, tool calls, and... | 2.5k | Monitoring & Alerts |
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| [Build portable single-file agent memory with Memvid](skills/build-portable-single-file-agent-memory-with-memvid/) | Use Memvid when an agent needs local, portable long-term memory and retrieval without running a vector database or... | 15.7k | Integrations & Connectors |
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| Skill | What it helps with | Stars | Category |
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|---|---|---:|---|
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| [Build managed document parsing pipelines with LlamaCloud Services](skills/build-managed-document-parsing-pipelines-with-llamacloud-services/) | Use LlamaCloud Services to parse, index, and manage document knowledge pipelines that feed LlamaIndex retrieval and agent workflows | 4.2k | Data Extraction & Transformation |
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| [Extract OCR-ready Markdown from documents with Zerox](skills/extract-ocr-ready-markdown-from-documents-with-zerox/) | Use Zerox to convert PDFs, images, and office documents into Markdown or structured extraction outputs using vision models | 12.2k | Data Extraction & Transformation |
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| [Run DeepSeek-oriented terminal coding workflows with Reasonix](skills/run-deepseek-oriented-terminal-coding-workflows-with-reasonix/) | Use Reasonix when an operator wants a persistent terminal coding agent tuned for DeepSeek-style prefix caching, project memory... | 21.8k | Developer Tools |
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| [Build portable single-file agent memory with Memvid](skills/build-portable-single-file-agent-memory-with-memvid/) | Use Memvid when an agent needs local, portable long-term memory and retrieval without running a vector database or... | 15.7k | Integrations & Connectors |
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| [Extract OCR-ready Markdown from documents with Zerox](skills/extract-ocr-ready-markdown-from-documents-with-zerox/) | Use Zerox to convert PDFs, images, and office documents into Markdown or structured extraction outputs using vision models | 12.2k | Data Extraction & Transformation |
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| [Coordinate multi-agent Claude Code and Codex workflows with Ruflo](skills/coordinate-multi-agent-claude-code-and-codex-workflows-with-ruflo/) | Install Ruflo when an operator needs Claude Code or Codex agents to coordinate swarms, memory, hooks, and MCP... | 59.0k | Templates & Workflows |
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| [Build portable single-file agent memory with Memvid](skills/build-portable-single-file-agent-memory-with-memvid/) | Use Memvid when an agent needs local, portable long-term memory and retrieval without running a vector database or... | 15.7k | Integrations & Connectors |
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| [Trace coding-agent and LLM workflows with OpenLIT](skills/trace-coding-agent-and-llm-workflows-with-openlit/) | Use OpenLIT to instrument coding agents and LLM applications with OpenTelemetry traces, metrics, costs, prompts, tool calls, and... | 2.5k | Monitoring & Alerts |
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| [Index codebases into MCP knowledge graphs with codebase-memory-mcp](skills/index-codebases-into-mcp-knowledge-graphs-with-codebase-memory-mcp/) | Give coding agents a local MCP code intelligence graph for fast architecture, symbol, route, impact, and call-path queries... | 7.3k | Integrations & Connectors |
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| [Run durable agent tasks and event-driven workflows with Hatchet](skills/run-durable-agent-tasks-and-event-driven-workflows-with-hatchet/) | Use Hatchet to queue, retry, pause, resume, observe, and scale long-running agent tasks and background workflows | 7.2k | Templates & Workflows |
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| [Run local Pi coding-agent workflows with sandbox and session-sharing guardrails](skills/run-local-pi-coding-agent-workflows-with-sandbox-and-session-sharing-guardrails/) | Use Pi when an operator needs a local coding-agent CLI with explicit sandboxing, provider setup, and reviewable session... | 63.1k | Developer Tools |
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| [Embed an in-page GUI agent with Page Agent](skills/embed-an-in-page-gui-agent-with-page-agent/) | Add a JavaScript GUI agent to a web app so users or agents can complete UI tasks through... | 18.6k | Browser Automation |
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| [Run local Pi coding-agent workflows with sandbox and session-sharing guardrails](skills/run-local-pi-coding-agent-workflows-with-sandbox-and-session-sharing-guardrails/) | Use Pi when an operator needs a local coding-agent CLI with explicit sandboxing, provider setup, and reviewable session... | 63.1k | Developer Tools |
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|---|---|---:|---|
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| 🛠️ | [**Developer Tools**](categories/developer-tools/) | 344 | CLI tools, scaffolders, dev environment setup |
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| 🔒 | [**Security & Verification**](categories/security-verification/) | 234 | Vulnerability scanning, auth setup, compliance |
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| 🔄 | [**Data Extraction & Transformation**](categories/data-extraction-transformation/) | 199 | ETL pipelines, parsing, format conversion |
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| 🔄 | [**Data Extraction & Transformation**](categories/data-extraction-transformation/) | 200 | ETL pipelines, parsing, format conversion |
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| 🔧 | [**CI/CD Integrations**](categories/ci-cd-integrations/) | 192 | Pipeline configs, deployment automation, build tooling |
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|| [**Code Quality & Review**](categories/code-quality-review/) | 185 | Linting, code review, test generators, coverage |
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| 📄 | [**Templates & Workflows**](categories/templates-workflows/) | 185 | Scaffolders, boilerplate generators, workflow templates |
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| 📋 | [**Runbooks & Diagnostics**](categories/runbooks-diagnostics/) | 173 | Incident response, troubleshooting, system diagnostics |
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| 📊 | [**Monitoring & Alerts**](categories/monitoring-alerts/) | 144 | Metrics, alerting rules, observability |
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| 🔗 | [**Integrations & Connectors**](categories/integrations-connectors/) | 137 | Third-party API bridges, webhooks, service connectors |
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| 🔗 | [**Integrations & Connectors**](categories/integrations-connectors/) | 138 | Third-party API bridges, webhooks, service connectors |
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| 📅 | [**Calendar, Email & Productivity**](categories/calendar-email-productivity/) | 125 | Email automation, calendar management, task coordination |
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| 📚 | [**Library & API Reference**](categories/library-api-reference/) | 122 | SDK docs, API parsers, symbol resolvers |
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| 🌐 | [**Browser Automation**](categories/browser-automation/) | 116 | Web scraping, UI testing, headless browser control |
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| Tier | Count | Meaning |
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| 📋 **Published** | 2,634 | In the catalog — every skill is backed by a real tool, repo, or package |
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| 📋 **Published** | 2,636 | In the catalog — every skill is backed by a real tool, repo, or package |
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| 🛡️ **Security Reviewed** | 2,272 | Scanned for malicious patterns, prompt injection, and unsafe instructions |
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More: [verification/](verification/)

TOP-DOWNLOADS.md

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| 11 | [Puppeteer Browser Automation Library for Chrome and Firefox](skills/puppeteer-browser-automation-library-for-chrome-and-firefox/) | 40.2M/wk | puppeteer | Browser Automation |
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| 12 | [GraphQL Data Federation Agent](skills/graphql-data-federation-agent/) | 34.2M/wk | graphql | Data Extraction & Transformation |
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| 13 | [SVGO SVG Optimization Tool](skills/svgo-svg-optimization-tool/) | 28.7M/wk | svgo | Image & Creative Automation |
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| 14 | [OpenAI Image Gen](skills/openai-image-gen/) | 26.3M/wk | openai | Image & Creative Automation |
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| 14 | [OpenAI Image Gen](skills/openai-image-gen/) | 26.4M/wk | openai | Image & Creative Automation |
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| 15 | [PostgreSQL Diagnostic Analyzer](skills/postgresql-diagnostic-analyzer/) | 23.2M/wk | postgresql | Runbooks & Diagnostics |
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| 16 | [Cheerio DOM Extraction Pipeline](skills/cheerio-dom-extraction-pipeline/) | 19.6M/wk | cheerio | Data Extraction & Transformation |
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| 17 | [Normalize international phone numbers into E.164 before CRM imports or messaging workflows](skills/normalize-international-phone-numbers-into-e164-before-crm-imports-or-messaging-workflows/) | 15.6M/wk | libphonenumber-js | Integrations & Connectors |
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| 37 | [Microsoft Playwright MCP](skills/microsoft-playwright-mcp/) | 2.8M/wk | playwright-mcp | Browser Automation |
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| 38 | [WebdriverIO Next-Gen Browser and Mobile Automation Framework](skills/webdriverio-browser-mobile-automation-framework/) | 2.7M/wk | webdriverio | Browser Automation |
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| 39 | [JSDoc JavaScript API Documentation Generator](skills/jsdoc-javascript-api-documentation-generator/) | 2.7M/wk | jsdoc | Library & API Reference |
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| 40 | [Metrics Dashboard Builder](skills/metrics-dashboard-builder/) | 2.6M/wk | datadog-api-client-typescript | Monitoring & Alerts |
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| 41 | [Snyk Container Image Analyzer](skills/snyk-container-image-analyzer/) | 2.6M/wk | snyk | Security & Verification |
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| 40 | [Snyk Container Image Analyzer](skills/snyk-container-image-analyzer/) | 2.6M/wk | snyk | Security & Verification |
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| 41 | [Metrics Dashboard Builder](skills/metrics-dashboard-builder/) | 2.5M/wk | datadog-api-client-typescript | Monitoring & Alerts |
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| 42 | [Apache Kafka Schema Registry Extractor](skills/kafka-schema-registry-extractor/) | 2.5M/wk | kafka | Data Extraction & Transformation |
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| 43 | [semantic-release Automated Versioning and Release Publishing](skills/semantic-release-automated-versioning-and-release-publishing/) | 2.5M/wk | semantic-release | CI/CD Integrations |
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| 44 | [Slack Bolt Event Subscription Debugger](skills/slack-bolt-event-subscription-debugger/) | 2.5M/wk | slack | Integrations & Connectors |

categories/README.md

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# Categories
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> **2634 skills** across **17 categories**
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> **2636 skills** across **17 categories**
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| 🛠️ | [**Developer Tools**](developer-tools/) | **344** | CLI helpers, dev environment setup, productivity utilities, and devel... |
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| 🔒 | [**Security & Verification**](security-verification/) | **234** | Auth setup, vulnerability scanning, compliance checks, and security a... |
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| 🔄 | [**Data Extraction & Transformation**](data-extraction-transformation/) | **199** | Parsing, ETL pipelines, format conversion, data wrangling, and transf... |
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| 🔄 | [**Data Extraction & Transformation**](data-extraction-transformation/) | **200** | Parsing, ETL pipelines, format conversion, data wrangling, and transf... |
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| 🔧 | [**CI/CD Integrations**](ci-cd-integrations/) | **192** | Pipeline configs, deployment automation, build tooling, and continuou... |
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|| [**Code Quality & Review**](code-quality-review/) | **185** | Linting rules, review checklists, code standards enforcement, and qua... |
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| 📄 | [**Templates & Workflows**](templates-workflows/) | **185** | Project scaffolding, boilerplate generators, workflow templates, and ... |
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| 📋 | [**Runbooks & Diagnostics**](runbooks-diagnostics/) | **173** | Incident response, troubleshooting guides, system diagnostics, and op... |
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| 📊 | [**Monitoring & Alerts**](monitoring-alerts/) | **144** | Metrics collection, alerting rules, observability setup, and system m... |
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| 🔗 | [**Integrations & Connectors**](integrations-connectors/) | **137** | Third-party API bridges, webhook handlers, service connectors, and pl... |
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| 🔗 | [**Integrations & Connectors**](integrations-connectors/) | **138** | Third-party API bridges, webhook handlers, service connectors, and pl... |
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| 📅 | [**Calendar, Email & Productivity**](calendar-email-productivity/) | **125** | Email automation, calendar management, task coordination, and product... |
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| 📚 | [**Library & API Reference**](library-api-reference/) | **122** | SDK documentation, API guides, framework reference material, and libr... |
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| 🌐 | [**Browser Automation**](browser-automation/) | **116** | Web scraping, UI testing, headless browser control, and browser-based... |

categories/browser-automation/README.md

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| [Puppeteer Web Scraping Pipeline](../../skills/puppeteer-web-scraping-pipeline/) | 94.1k | 40.2M/wk |
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| [Puppeteer Stealth Scraper](../../skills/puppeteer-stealth-scraper-agent/) | 94.1k | 36.4M/wk |
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| [Puppeteer Browser Automation Library for Chrome and Firefox](../../skills/puppeteer-browser-automation-library-for-chrome-and-firefox/) | 94k | 40.2M/wk |
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| [Agent Browser Operator](../../skills/agent-browser-operator/) | 90k | 63.3M/wk |
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| [Agent Browser Operator](../../skills/agent-browser-operator/) | 90k | 63.5M/wk |
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| [Browser Use Web Agent Automation](../../skills/browser-use-web-agent-automation/) | 87.7k ||
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| [Browser Use Agentic Browser Control](../../skills/browser-use-agentic-browser-control/) | 87.3k ||
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| [Playwright Accessibility Audit Runner](../../skills/playwright-accessibility-audit-runner/) | 86.4k | 47.9M/wk |
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| [Selenium Grid Session Router](../../skills/selenium-grid-session-router/) | 34.1k | 1.9M/wk |
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| [Selenium Grid Test Orchestrator](../../skills/selenium-grid-test-orchestrator-2/) | 34.1k | 1.9M/wk |
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| [Selenium WebDriver Browser Automation Framework](../../skills/selenium-webdriver-browser-automation-framework/) | 34.1k ||
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| [Playwright MCP Browser Automation](../../skills/playwright-mcp-browser-automation/) | 33.3k | 5.8M/wk |
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| [Playwright MCP Browser Automation](../../skills/playwright-mcp-browser-automation/) | 33.3k | 5.7M/wk |
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| [Microsoft Playwright MCP](../../skills/microsoft-playwright-mcp/) | 30.8k | 2.8M/wk |
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| [Playwright MCP Server for Browser Automation](../../skills/playwright-mcp-server-browser-automation/) | 30.1k | 2.4M/wk |
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| [Vercel Agent Browser](../../skills/vercel-agent-browser/) | 29.1k | 601.9k/wk |

categories/data-extraction-transformation/README.md

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| [pdfplumber Python PDF Text and Table Extraction Library](../../skills/pdfplumber-python-pdf-text-table-extraction/) | 10.1k ||
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| [Miller CSV TSV JSON Data Processor](../../skills/miller-csv-tsv-json-data-processor/) | 9.8k ||
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| [Gorse AI-Powered Open Source Recommender System Engine](../../skills/gorse-ai-recommender-system-engine/) | 9.6k ||
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| [Build multimodal retrieval context layers with Deep Lake](../../skills/build-multimodal-retrieval-context-layers-with-deep-lake/) | 9.2k ||
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| [Translate and validate SQL across dialects with SQLGlot](../../skills/translate-and-validate-sql-across-dialects-with-sqlglot/) | 9.1k ||
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| [Profile and triage messy tabular files from the terminal with VisiData](../../skills/profile-and-triage-messy-tabular-files-from-the-terminal-with-visidata/) | 9k ||
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| [Parse multilingual documents for agent ingestion with dots.ocr](../../skills/parse-multilingual-documents-for-agent-ingestion-with-dots-ocr/) | 8.9k ||

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