Learning path
Agentic Data Engineering
Guided path · 1 stage · 26 resources
The guided path
Skills, MCP servers, agents and hooks that let coding agents do real data engineering safely. This path sequences the category's 26 resources by roadmap stage and composite score — work top-down inside each step.
Agentic Data Engineering
- Filesystem MCP Server 47.5 — Filesystem MCP Server
- Git MCP Server 47.5 — Git MCP Server
- Fetch MCP Server 46 — Fetch MCP Server
- GitHub MCP Server 41.1 — GitHub MCP Server
- MCP Tool Contract Auditor 40.5 — Review an MCP server's tools for blast radius before you connect it.
- Agent-in-the-Loop Review 35.75 — Agent-in-the-Loop Review
20 more on the category page.
Prerequisites across the path
Documented prerequisites, deduplicated: skill-pii-classifier.
What you will be able to do
- Read a tool schema and predict its side effects
- Classify tools by blast radius
- Write a least-privilege MCP configuration
- Separate agent read/recommend from write/execute
- Encode the safety policy as hooks
- Keep a human gate on anything irreversible
- Name the four parts of an agent — model, tools, loop, guardrails
- Identify each part in a real registry agent
Before you start
Security-flagged: Filesystem MCP Server, Git MCP Server, Fetch MCP Server, GitHub MCP Server, MCP Tool Contract Auditor, DE Data Toolkit — review the security posture first. Verification on these records: 26 community. Nothing here is independently audited — the trust scan and your own review are the controls.
Where this sits
Phase 4 of the roadmap. Stage context: Agentic Data Engineering · side-by-side comparison · all learning topics