"Spring" matching MCP servers:

A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot repositories and interact with runtime Actuator endpoints, enabling code review, dependency scanning, and monitoring.

A comprehensive MCP toolkit for Java backend developers, providing 35 tools across 5 servers for database analysis, JVM diagnostics, migration assistance, Spring Boot monitoring, and Redis diagnostics.

Enables read-only inspection of a local SAP Commerce (Hybris) instance through HAC, letting an MCP client query the type system, Spring beans, configuration properties, cronjobs, console logs and FlexibleSearch results in plain language. Includes safety measures such as forced rollback on scripting calls, secret masking in config output, and a private-host guard.

Enables read-only access to JavaMelody monitoring data from one or more Java web applications, covering HTTP/SQL/Spring counters, JVM and thread snapshots, and database reports. Users can query several configured microservices from a single server process and inspect what is slow or failing without opening the JavaMelody dashboard.