Home / Scenarios / Automation & orchestration

Automation & orchestration

Hand the repetitive work to a machine: pick an orchestrator, add browsing and harvesting, then watch it.

A shortlist assembled from public information - not a quality certification or a security review.

Orchestrators

awesomeyangkyeongmo@/mcp-server-apache-airflow

🐍 🏠 - Connect to Apache AirflowMCP servers

179 ★

yesterday

awesomeAutomateLab-tech/n8n-mcp

Generate n8n workflow JSONMCP servers

14 ★

yesterday

awesometemporal-cortex/mcp

Calendar middleware for scheduling, multi-calMCP servers

13 ★

yesterday

awesomehelbertparanhos/n8n-pro-mcp

Manage self-hosted n8n, incMCP servers

3 ★

yesterday

awesomeantonio-mello-ai/mcp-airflow

MCP server for airflowMCP servers

2 ★

yesterday

awesomeellmos-ai/n8n-manager-mcp

MCP server for n8n workflow management view, create, sync, and manage n8n workflows via AI assistantsMCP servers

2 ★

yesterday

Browser automation

awesomemicrosoft/playwright-mcp

Playwright browser automation: interact with web pages through structured accessibility snapshotsMCP servers

38,239 ★

yesterday

awesomeexecuteautomation/playwright-mcp-server

📇 - Browser automation and web scraping using PlaywrightMCP servers

5,666 ★

yesterday

awesomeco-browser/browser-use-mcp-server

🐍 - Browser automation with browser-use, including a Dockerfile to run Chromium in Docker with a VNC serverMCP servers

848 ★

yesterday

awesomeautomatalabs/mcp-server-playwright

🐍 - Browser automation using PlaywrightMCP servers

298 ★

yesterday

awesomeblackwhite084/playwright-plus-python-mcp

🐍 - Browser automation using Playwright, tailored for LLMsMCP servers

188 ★

yesterday

skillhubPlaywright MCP

Browser automation via Playwright MCP server. Navigate websites, click elements, fill forms, extract data, take screenshots, and perform full browser automation workflows.AI agents

169 ★

7d ago

Scraping

githubapify/apify-mcp-server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps,…Open source

11,573 ★

yesterday

awesomeapify/actors-mcp-server

📇 ☁️ - Use Apify Actors, pre-built cloud tools, to extract data from websites, e-commerce, social media,…MCP servers

10,439 ★

yesterday

awesomefirecrawl/firecrawl-mcp-server

Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.MCP servers

7,615 ★

yesterday

awesome0xMassi/webclaw

Web scraping, crawling, extraction, summarization, diffinMCP servers

2,381 ★

yesterday

awesomealex-on-ai/WebReaper

⃣ - Web scraper that returns cleanMCP servers

150 ★

yesterday

awesomebrowserless/browserless-mcp

Official MCP server for the Browserless.ioMCP servers

8 ★

yesterday

Scheduling & watching

awesomenetdata/netdata

🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis over Netdata metrics, logs,…MCP servers

80,979 ★

yesterday

awesomegrafana/mcp-grafana

🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instanceMCP servers

3,567 ★

yesterday

awesomepab1it0/prometheus-mcp-server

🐍 ☁️ - Query and analyze Prometheus, the open-source monitoring systemMCP servers

519 ★

yesterday

awesometumf/grafana-loki-mcp

🐍 🏠 - Query Loki logs through the Grafana APIMCP servers

29 ★

yesterday

awesomeCaesarYangs/prometheus_mcp_server

🐍 ☁️ - A Model Context Protocol server enabling LLMs to query, analyze, and interact with Prometheus…MCP servers

yesterday

awesomedockndevai/mcp-grafana

Safe-by-default MCP server for GMCP servers

yesterday

← All scenarios