Request names no product, so the answer lists tools for implementing SLOs. Observability-focused options with indexed SLO actions come first: Elastic 1 for managing SLOs in Kibana and Sentry 3 for instrumenting applications; OpenSLO 2 and Sloth 4 define and generate SLOs as code.
- 1
Elasticelastic.coverified and signed
Elastic Observability provides an SLO management action via the Kibana API to create and manage SLOs, define SLIs, set error budgets and manage the SLO lifecycle 11.
official:MCP server · Elasticsearch MCP ServerSDK · elasticsearchlibrary · Elasticsearch.Netskill · elasticsearch-esql+29 community tools built for it
for agents: observability-manage-slos · observability-service-reliability · observability-service-health
- 2
- 3
Sentrysentry.ioverified and signed
Sentry provides an instrumentation action that installs and initializes the SDK and wires up signals, plus error monitoring to debug production errors 13.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodeCLI · sentry-clirepository · sentry-pythonskill · sentry-cli+49 community tools built for it
for agents: sentry-instrument · sentry · Error-Reporting
- 4
Slothsloth.devwebsite read, tools not yet checked
Sloth autogenerates Prometheus SLOs from simple specifications 4.
Sources
- 1Elastic: The search database for AI | Search, AI agents, Observability, and Security | Elasticelastic.co · read 2026-10-29
- 2OpenSLOopenslo.com · read 2026-10-29
- 3Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
- 4Sloth - Slothsloth.dev · read 2026-10-29
- 11observability-manage-slos: declares "observability-manage-slos" (the record we read and signed)unfragile.ai · read 2026-10-24
- 13sentry-instrument: declares "sentry-instrument" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
observability-manage-slos · observability-manage-slos verified and signed
Create and manage SLOs in Elastic Observability using the Kibana API. Use when defining SLIs, setting error budgets, or managing SLO lifecycle.
· OpenSLO website read, tools not yet checked
OpenSLO is a service level objective (SLO) language that declaratively defines reliability and performance targets using a simple YAML specification.
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
· Sloth website read, tools not yet checked
Autogenerate Prometheus SLOs easily and with simple APIs
list_buckets · Supabase (Activepieces) verified and signed
List Storage Buckets — Lists all Storage buckets in the project.
workflow · temporalio verified and signed
AssociateBudgetWithResource · AWS Service Catalog verified and signed
Associates the specified budget with the specified resource.
create-implementation-plan · create-implementation-plan verified and signed
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
instrument-error-tracking · instrument-error-tracking verified and signed
Add PostHog error tracking to capture and monitor exceptions. Use after implementing features or reviewing PRs to ensure errors are tracked with stack traces and source maps. Also handles initial PostHog SDK setup if not yet installed.
find_page · Notion (Activepieces) verified and signed
Find Page — Find pages by title, with exact or partial matching.
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.