Resources

Database Resources and Telemetry

Value Proposition Equip your AI agents with real-time enterprise observability and dynamic schema intelligence. These powerful diagnostic resources enable agents to instantly detect, interpret, and adapt to structural database changes, driving intelligent, context-aware autonomous workflows. Read the full value proposition.

Unlock Real-Time Diagnostics

Provide AI agents with real-time database telemetry natively within their execution context. This continuous stream of intelligence enables them to proactively evaluate performance anomalies and instantly adapt to critical state changes:

Show me the database health status
→ Uses mysql://health resource

What tables exist in this database?
→ Uses mysql://tables resource

Check the replication lag
→ Uses mysql://replication resource

Show me any locking issues
→ Uses mysql://locks resource

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Event-Driven Subscriptions

The server integrates seamlessly with the core MCP resources/subscribe protocol. Agents receive instantaneous, push-based notifications, delivering real-time awareness of critical schema mutations and state changes.

Prominent Subscribable URIs:

• mysql://schema: Awareness of any DDL change across the database.
• mysql://health: Periodic, high-fidelity health status updates.
• mysql://tables: Notifications for table creation, deletion, or alteration.
• mysql://table/{name}: Notifications for specific table schema changes.

Tip

The MCP server automatically and deterministically synchronizes state changes triggered by local tool executions. External architectural modifications may experience minor notification delays. These delays are bounded by the configured polling cycle. Resource routing and matching is highly optimized.

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Surface Active Diagnostics

• Passive Telemetry: System-level observability infrastructure aggregates large datasets in the background continuously (e.g., Prometheus, Grafana, Datadog, OpenTelemetry). See Observability & Telemetry.
• Active Root Cause Analysis: Empowers AI agents to query specialized MCP Resources, surfacing actionable insights to resolve performance anomalies and bottlenecks.

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Reference Resource Metrics

The server securely exposes detailed telemetry through standard MCP resources. Query the native MCP protocol to discover all available resources.

Prominent Categories:

Resource	Category	Description
mysql://schema	Core	Full database schema
mysql://tables	Core	Table listing with metadata
mysql://table/{name}	Core	Specific table schema
mysql://locks	Diagnostic	Real-time locking issues and deadlocks
mysql://help/{group}	Tooling	Dynamic tool catalog and descriptions
mysql://status	Core	Server status metrics
mysql://pool	Core	Connection pool statistics
mysql://health	Extended	Comprehensive database health status
mysql://performance	Extended	Query performance metrics
mysql://replication	Extended	Replication status and lag
mysql://metrics	Observability	In-memory token usage, latency, and request metrics
mysql://audit	Observability	Forensic trail and snapshot explicitly connected to file-based audit pipeline telemetry

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Explore Related Topics

• Tools - Curated Tool Showcase
• Tool Filtering - Custom tool filtering
• Configuration - General configuration
• Code Mode - Code Mode API documentation
• Schema - Strict schema enforcement
• Observability - Telemetry and monitoring setup