Home / Skills / n8n-binary-and-data
n8n-binary-and-data
czlonkowski/n8n-mcpSkill
Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — and whenever the user mentions $binary, binaryPropertyName, "read the PDF", "attach the file", "send the image", Merge losing binary, or a CDN for chat images. Covers the $binary vs $json split, reading/writing binary, keeping binary alive across transforms with Merge, the agent-tool binary boundary, and the CDN/URL requirement for chat surfaces.
Why this score
This repo hosts 10 skills, so its 23,101 stars are split between them (about 2,310 each) for scoring.
Popularity score: 85/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 19b09f50efd8, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onen8n-binary-and-data czlonkowski/n8n-mcp · Skill | 85 | ★ 23k | ≈146 always | 16d ago |
| n8n-binary-and-data-official n8n-io/skills · Skill Same job: workflow automation, also for n8n | 66 | ★ 542 | ≈123 always | 18d ago |
| n8n-skills pessini/langgraph-skills-agent · Skill Same job: workflow automation, also for n8n | 49 | ★ 14 | ≈86 always | 5mo ago |
| n8n-code-python czlonkowski/n8n-skills · Skill Same job: workflow automation, also for n8n | 79 | ★ 6.5k | ≈154 always | 20d ago |
| tqsdk-trading-and-data shinnytech/tqsdk-python · Skill Both about download and mention | 88 | ★ 5.1k | ≈156 always | 19d ago |
| clean-data explorium-ai/gtm-skills · Skill Same job: workflow automation, also for n8n | 60 | ★ 266 | ≈144 always | 24d ago |