--- title: "n8n-ai-automations vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/lucaswalter-n8n-ai-automations-vs-panniantong-agent-reach" tools: ["lucaswalter-n8n-ai-automations", "panniantong-agent-reach"] --- # n8n-ai-automations vs Agent-Reach *GraphCanon updated Jul 15, 2026* ## Verdict Pick n8n-ai-automations when tags unique to n8n-ai-automations: agentic-ai, agentic-workflows, agents, ai; pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, bilibili. [n8n-ai-automations](https://www.skool.com/ai-automation-mastery-group) reports 1.6k GitHub stars, 450 forks, and 0 open issues, last pushed Mar 2, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 55k stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [n8n-ai-automations's repository](https://github.com/lucaswalter/n8n-ai-automations) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [n8n-ai-automations](/tools/lucaswalter-n8n-ai-automations.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | Collection of n8n workflows, n8n templates, AI automations, and AI agents created for The Recap AI YouTube channel and the AI Automation Mastery free Skool community. | AI Agent for Automated Web and Social Media Data Extraction | | Stars | 1,557 | 54,715 | | Forks | 450 | 4,509 | | Open issues | 0 | 144 | | Language | - | Python | | Adopt for | - | Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. | | Persona | - | - | | Runtime | - | - | | License | - | MIT | | Categories | AI Agents, Vector Databases | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [n8n-ai-automations](/tools/lucaswalter-n8n-ai-automations.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 134d | 0d | | Open issues (now) | 0 | 144 | | Full report | [trust report](/tools/lucaswalter-n8n-ai-automations/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Decision facts: Agent-Reach - **Adopt for:** Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. ## Choose when ### Choose n8n-ai-automations if… - Tags unique to n8n-ai-automations: agentic-ai, agentic-workflows, agents, ai. - Also covers Vector Databases. - Leaner open-issue backlog (0). ### Choose Agent-Reach if… - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, bilibili. - Also covers Data & Retrieval. - When needing to bypass costly API fees for extensive social media platform data extraction ## When NOT to use n8n-ai-automations - Last GitHub push was 134 days ago (slowing maintenance, Mar 2, 2026). Validate activity before betting a new project on n8n-ai-automations. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## When NOT to use Agent-Reach - If strict compliance with website scraping policies is critical due to its use of scraping techniques - When direct interaction through APIs for precision and reliability is preferred over scraping ## Common questions ### What is the difference between n8n-ai-automations and Agent-Reach? n8n-ai-automations: Collection of n8n workflows, n8n templates, AI automations, and AI agents created for The Recap AI YouTube channel and the AI Automation Mastery free Skool community.. Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. See the comparison table for live GitHub stats and shared categories. ### When should I choose n8n-ai-automations over Agent-Reach? Choose n8n-ai-automations over Agent-Reach when Tags unique to n8n-ai-automations: agentic-ai, agentic-workflows, agents, ai; Also covers Vector Databases; Leaner open-issue backlog (0). ### When should I choose Agent-Reach over n8n-ai-automations? Choose Agent-Reach over n8n-ai-automations when Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, bilibili; Also covers Data & Retrieval; When needing to bypass costly API fees for extensive social media platform data extraction. ### When should I avoid n8n-ai-automations? Last GitHub push was 134 days ago (slowing maintenance, Mar 2, 2026). Validate activity before betting a new project on n8n-ai-automations. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### When should I avoid Agent-Reach? If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping ### Is n8n-ai-automations or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 1,557). Stars measure visibility, not whether either tool fits your constraints. ### Are n8n-ai-automations and Agent-Reach open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to n8n-ai-automations or Agent-Reach? GraphCanon lists graph-backed alternatives at [n8n-ai-automations alternatives](/tools/lucaswalter-n8n-ai-automations/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([n8n-ai-automations markdown twin](/tools/lucaswalter-n8n-ai-automations/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/lucaswalter-n8n-ai-automations-vs-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, n8n-ai-automations or Agent-Reach? n8n-ai-automations: Slowing. Agent-Reach: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for n8n-ai-automations and Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [n8n-ai-automations trust report](/tools/lucaswalter-n8n-ai-automations/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=lucaswalter-n8n-ai-automations`](/api/graphcanon/graph?tool=lucaswalter-n8n-ai-automations) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_