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OpsLevel

Developer portal with an AI-powered catalog engine and MCP access.

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About

OpsLevel is an internal developer portal that gives engineering teams self-service access to tools and knowledge without sacrificing standards. It auto-discovers services across the stack into a software catalog, enforces maturity through scorecards and campaigns, and offers self-service actions, all priced per developer with SOC 2 Type 2 certification.

Its AI engine automatically detects, discovers, and enriches catalog data: AI-generated component descriptions and doc summaries fill gaps owners never document, duplicate service detection keeps the catalog clean, and an MCP server lets AI coding agents query ownership, dependencies, health, and operational state as live context. Agents can even be tracked as catalog entities themselves.

What it can do

  • AI-powered catalog engine with auto-discovery and enrichment
  • AI-generated service descriptions and doc summaries
  • MCP server for AI agent access to operational context
  • Scorecards, campaigns, and self-service actions
  • On-prem and single-tenancy deployment options

Setup

Request a demo; connect GitHub, Datadog, and AWS for automatic catalog discovery.

Prerequisites

Commercial per-developer pricing; 14-day trial available.

Use cases

developer-portalservice-catalogai-agents

Works with

Trust score — 8/10

/10 trustVerified

Scored 8/10 (verified tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 124; Trending score 76/100 from researcher assessment.

Sources

Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.