The request names Spring Boot, which is not itself a product in the candidate list, so the answer covers tools that can help with deploying Spring Boot apps. Gradle by Develocity is the build system for Java and Kotlin projects 10, Sentry can instrument and monitor a deployed application 2, and Hugging Face and Skaffold are not Spring-specific but Skaffold builds, pushes and deploys containers to Kubernetes 9. GitHub's listed actions include Spring Boot best-practice guidance for developme
A question back: Where do you plan to deploy the Spring Boot app (for example Kubernetes, Cloud Foundry, or a plain VM), so I can narrow the list?
- 1
GitHubgithub.comverified and signed
Its indexed actions include java-springboot, which gives best practices for developing applications with Spring Boot, and spring-boot-testing for choosing Spring Boot testing techniques 1.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: java-springboot · spring-boot-testing · kotlin-springboot
- 2
- 3
- 4
Sentrysentry.ioverified and signed
Application performance monitoring and error tracking that you can set up in a deployed application via its SDK and CLI 2.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodelibrary · debugidCLI · sentry-clipackage · @sentry/junior-amplitude+49 community tools built for it
for agents: sentry-instrument · sentry-sdk-setup · find_releases
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 2Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
- 9Skaffoldskaffold.dev · read 2026-10-29
- 10Gradle by Develocitygradle.org · read 2026-10-29
For agents: the 10 actions behind this answer
java-springboot · java-springboot verified and signed
Get best practices for developing applications with Spring Boot.
sentry-instrument · sentry-instrument verified and signed
Instrument an application with Sentry — detect the platform, install and initialize the SDK if needed, and wire up any signal — error monitoring, tracing/performance, logging, metrics, profiling, session replay, user feedback, cron check-ins, uptime monitors for the deployed app, and AI/LLM monitori
vss-deploy-profile · vss-deploy-profile verified and signed
Use to select, configure, deploy, verify, debug, or tear down a VSS profile (base, search, lvs, warehouse, edge). Not for standalone microservices — use the vss-deploy-* skill.
deploy_app · dell-ai found in code, not yet checked
Deploy an application on the local node.
environment · django-environ verified and signed
CI/CD · lightning-utilities verified and signed
· Cloud Foundry website read, tools not yet checked
Cloud Foundry is a trusted open source platform for cloud-native application development. Learn more and get started today!
· Deployer website read, tools not yet checked
The PHP deployment tool with support for popular frameworks out of the box.
· Skaffold website read, tools not yet checked
Fast. Repeatable. Simple. Container & Kubernetes Development. Get Skaffold for CLI Get Skaffold in your IDE Get Started Skaffold handles the workflow for building, pushing and deploying your application, allowing you to focus on what matters most: writing code. An open source project from Google. Li
gradle/actions · Build with Gradle verified and signed
A collection of actions for building Gradle projects, as well as generating a dependency graph via Dependency Submission.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.