Datasets
Machine-readable datasets for AI agents, published on HuggingFace. JSON and Parquet, updated automatically from source. Free, CC-BY-4.0, no email gate.
n8n Nodes Catalog
524 n8n nodes on HuggingFace. Operations, credentials, properties schema - JSON and Parquet, updated monthly.
SaaS webhooks catalog
1,119 webhook events across 30 SaaS products. Event names, payloads, auth, retries, canonical docs links.
MCP Servers Tool Catalog
9,922 tools across 359 introspected MCP servers - full JSON Schema plus failure-bucket classification for unreachable ones. Refreshed monthly.
Automation Error Index
207 real errors across n8n, Make, Zapier, Power Automate, UiPath, Cursor and Claude Code - each with the cause and a verified fix. Searchable table; JSON and CSV.
Need a dataset wired into an agent pipeline?
We use both datasets to power agent tooling at AutomateLab. If you want one integrated into your own retrieval pipeline or fine-tuning run, we can help scope and build it.
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