Trending automation and workflow repos on GitHub.
Tools that connect apps, schedule tasks and run steps one after another, from visual builders to agent workflows. 21 of the repos with a page match automation and workflow at high confidence, with 984,820 stars between them. The biggest is n8n-io/n8n at 209k stars.
How these repos were chosen
So far irinabuht12-oss/google-ads-meta-ads-mcp has gained the most stars here (+682); a full week of numbers is ready on Oct 30.
Each repo is scored from three kinds of evidence: its GitHub topics, words in its description (whole words, any case) and words in its name. A strong term is worth 2 points and a weak one 1, one kind counts for at most 3, and the total is the confidence: high from 4 (two kinds agree), medium from 2, low at 1. A repo is in at most two industries. This page lists high repos only. The strong terms are:
Of the 21 repos listed, all are high; 34 more matched at medium and 76 at low and are left out. On Oct 25, 2026 we read 150 sorted repos from all industries by hand, 50 at each confidence: 46 of 50 high (92%) were in the right industry, against 30 of 50 medium (60%) at medium and 19 of 50 low (38%) at low. The sample covers all industries, so expect an occasional repo here that does not belong.
Automation and workflow repos trending today
- 01 TypeScript +120 latest +120209k
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
- 02 Python +91 latest +91160k
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
- 03 Python +89 latest +8949.5k
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
- 04 Other +82 latest +826.2k
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
- 05 Python +80 latest +8078.1k
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
- 06 Java +18 latest +1830k
Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.
- 07 TypeScript +17 latest +1724.7k
NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.
- 08 TypeScript +15 latest +1525.3k
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
- 09 Python +11 latest +1157.1k
all of the workflows of n8n i could find (also from the site itself)
- 10 Other +10 latest +1026.1k
280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.
Try another time range, or drop a filter.
Automation and workflow repos trending this week
- 01 Other +82 latest +6826.2kpartial
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
- 02 TypeScript +120 latest +453209kpartial
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
- 03 Python +91 latest +436160kpartial
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
- 04 Python +80 latest +40178.1kpartial
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
- 05 Python +89 latest +23349.5kpartial
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
- 06 Java +18 latest +9030kpartial
Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.
- 07 TypeScript +15 latest +7625.3kpartial
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
- 08 TypeScript +17 latest +7424.7kpartial
NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.
- 09 Other +10 latest +6626.1kpartial
280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.
- 10 TypeScript +7 latest +4829.9kpartial
Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.
Try another time range, or drop a filter.
Automation and workflow repos trending this month
- 01 Other +82 latest +6826.2kpartial
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
- 02 TypeScript +120 latest +453209kpartial
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
- 03 Python +91 latest +436160kpartial
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
- 04 Python +80 latest +40178.1kpartial
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
- 05 Python +89 latest +23349.5kpartial
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
- 06 Java +18 latest +9030kpartial
Orchestrate everything, everywhere. The open-source control plane for workflows across data, infrastructure, business processes and AI agents. Declarative YAML, event-driven, any language, Git-versioned, scalable to millions of executions.
- 07 TypeScript +15 latest +7625.3kpartial
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
- 08 TypeScript +17 latest +7424.7kpartial
NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.
- 09 Other +10 latest +6626.1kpartial
280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.
- 10 TypeScript +7 latest +4829.9kpartial
Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.
Try another time range, or drop a filter.
Questions
How does RepoTrending decide which repos are in automation and workflow?
A repo is scored from three kinds of evidence: its GitHub topics (for example #workflow-automation, #workflow-engine, #workflow-orchestration and #rpa), words in its description (for example "workflow automation", "robotic process automation" and "rpa") and words in its name. A strong term is worth 2 points and a weak one 1, one kind counts for at most 3, and the total gives the confidence: high from 4, which needs two kinds to agree. This page lists the 21 high repos; 34 more matched at medium and 76 at low and are left out. It reads no README and no code, and a repo can be in at most two industries.
What is the fastest-growing automation and workflow repo on GitHub this week?
irinabuht12-oss/google-ads-meta-ads-mcp leads so far (+682), but the weekly ranking is not complete yet: it is ready on Oct 30.
How accurate is the sort?
Not fully, but high is the level we trust. On Oct 25, 2026 we read 150 sorted repos by hand, 50 at each confidence: 46 of 50 high (92%) were in the right industry, against 30 of 50 medium (60%) at medium and 19 of 50 low (38%) at low. 4 of those 50 high repos were sorted into automation and workflow, and 3 of them were right. The sample covers all industries, so it says how reliable the sort is, not how clean this one page is. A word can mean something else in another field.