Modular automation chips for AI + ops.
Smart Data Chips is a growing library of small, composable modules (“chips”) that help you connect AI agents to your tools, clean messy data, and automate ops workflows — with one-command installs and boringly reliable docs.
What you get
Downloadable chips + an update feed. Each chip includes: install script, config template, safety notes, and example prompts.
Quickstart (demo)
This is the style of copy/paste we ship inside each chip.
# Example: install a chip (coming soon) # iwr = Invoke-WebRequest iwr https://smartdatachips.com/install/chip.ps1 -UseBasicParsing | iex Install-DataChip -Name "log-summarizer" -Scope CurrentUser
Note: this site is a starter template. When you're ready, we can wire real downloads + licensing.
What is a “Data Chip”?
A chip is a small module that does one job well — installable, documented, and easy to remove. Start with scripts and connectors. Grow into automation.
MCP connectors
Agent tool bridges for common apps. You install them, configure keys, and your agent can use the tool safely.
PowerShell utilities
Copy/paste-ready scripts for ops work: log digests, incident summaries, config diffs, and ticket triage.
Data cleanup kits
Repeatable transforms: normalize CSVs, redact PII, validate schemas, and generate “what changed?” reports.
Starter chips (planned)
We start with practical, ops-heavy wins. These are examples — you’ll shape the roadmap.
MCP Quickstart Pack
Known-good setup patterns, templates, and troubleshooting for common MCP deployments.
Windows AI Ops Toolkit
PowerShell scripts that call LLM APIs for log summarization, incident reports, and change notes.
PII Redactor
Local-first redact helpers for CSV/log text. Designed for “share safely with AI” workflows.
Every chip includes: what it does, what it never does, required permissions, and how to uninstall.
We version chips, publish changelogs, and keep older versions available so you can roll back.
FAQ
Is this a SaaS?
Not at first. v0 ships as downloadable chips + updates. Later, we can add optional cloud features (licensing, sync, dashboards).
Do I need to be a programmer?
No. The core audience is ops-minded builders who learn by doing. You should be comfortable running scripts and setting API keys.
Will this work on macOS/Linux?
Eventually, yes. The first release focuses on Windows + PowerShell because that's where “it should just work” is missing.