Data Observability
Analyze SQL data health and pipeline observability from your agent when production data drifts or breaks silently.
Overview
Data Observability is a MCP server for the Operate phase that analyzes SQL data health and evaluates pipeline observability through remote agent tools.
What is this MCP server?
- Data Observability remote SSE MCP at data-observability-mcp.vercel.app
- SQL data health analysis and pipeline observability evaluation via agent tools
- Premium tier support through payment-signature header (EIP-3009)
- Version 1.0.0 server metadata on MCP 2025-12-11 schema
- Server version 1.0.0 per io.github.Evozim/data-observability metadata
- 1 SSE remote endpoint at data-observability-mcp.vercel.app/api/mcp
- 1 optional payment-signature header documented for EIP-3009 settlement
What problem does it solve?
Your pipelines and SQL tables fail quietly until users complain because health checks are not exposed to the agent maintaining your data code.
Who is it for?
Solo builders operating SQL-backed SaaS or analytics products who want MCP-accessible data health checks during incidents and weekly ops.
Skip if: Greenfield projects with no production data yet, or teams that need full APM, log storage, and on-call paging in one bundled platform.
What do I get? / Deliverables
After you add the SSE server, your agent can run data health and pipeline observability tool calls, with optional premium settlement via payment-signature.
- Registered Data Observability MCP remote connection
- Agent-invoked SQL health and pipeline observability assessments
- Actionable follow-ups tied to your migrations, dbt, or ETL code changes
Recommended MCP Servers
Journey fit
How it compares
MCP data-health oracle, not an in-repo dbt skill alone or a complete observability SaaS control plane.
Common Questions / FAQ
Who is Data Observability for?
Builders with live SQL and pipelines who use MCP agents and need structured health and observability evaluations in Operate.
When should I use Data Observability?
Use it during Operate monitoring when you investigate drift, broken ETL, or table quality after you have production data workloads.
How do I add Data Observability to my agent?
Point your MCP client at https://data-observability-mcp.vercel.app/api/mcp as SSE remote; configure payment-signature if premium EIP-3009 access is required.