Category
data
44 published apps and connectors currently match this lane.
Data guide
Prioritize governed access over broad database reach.
Data MCP apps should make live context safer to use, not less controlled. The strongest listings expose narrow tools, scoped auth, clear row or workspace limits, and result shapes that cite the source of the answer.
Teams should start with read-only analysis and move toward write or automation workflows only after logging, permission boundaries, and review paths are clear.
How to choose
- Prefer curated query tools before arbitrary SQL access.
- Check whether the app uses the user's identity and workspace permissions.
- Look for auditability: tool names, source IDs, limits, and error handling.
FAQ
Short answers for data apps.
Should a data MCP app allow arbitrary SQL?
Not for most teams at first. Curated, read-only tools are easier to secure, review, and explain than unrestricted SQL access.
What is the best first data workflow?
Start with search, summaries, metric explanation, or report retrieval before allowing the assistant to update records or write queries to production systems.