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Cortex

Engineering operations platform with a service catalog, scorecards, engineering metrics and an MCP server for engineering teams.

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What is Cortex?

Cortex is an engineering operations platform that began as an internal developer portal. It builds a catalog of services, teams and dependencies from connected tools, then adds scorecards that define what good looks like, initiatives for tracking migrations across teams, workflows for automation, and engineering intelligence that reports DORA metrics, production readiness and on-call health. A context graph discovers services, maps dependencies and suggests owners, and developer self-service features such as templates and golden paths reduce waiting on platform teams. For AI-assisted development, Cortex offers an AI Impact view and a Cortex MCP server, aimed at keeping reliability, security and cost under control as AI-generated code ships faster. It ships with over 50 prebuilt integrations and a plugin framework for custom systems, supports API keys, OpenID Connect and SCIM, and is SOC 2 Type 2 and ISO/IEC 27001:2022 certified. Pricing is per seat, scales with organization size and is quoted on request.

Use cases

  • Catalog services and ownership
  • Score teams on production readiness
  • Track org-wide migrations
  • Measure DORA metrics
  • Find service owners during incidents
  • Automate developer workflows

Who it's for

  • Platform engineering teams
  • Engineering leaders
  • SRE teams
  • Developers

Why use Cortex

  • One catalog replaces scattered spreadsheets and answers who owns a service quickly.
  • Scorecards and initiatives turn standards into tracked progress across teams.
  • Plugins cover internal tools that have no built-in integration.
  • Per-seat pricing is customized to organization size.

Cortex features

  • Service and dependency catalog
  • Scorecards for standards and production readiness
  • Engineering Intelligence with DORA metrics
  • Initiatives for tracking migrations
  • Workflows for automation
  • Context Graph that maps dependencies and owners
  • AI Impact reporting
  • Cortex MCP server
  • Plugin framework for homegrown tools
  • 50+ integrations
  • Roles, SCIM, OpenID Connect and IP allowlist

Cortex integrations

  • Apiiro
  • ArgoCD
  • AWS
  • Azure Active Directory
  • Azure DevOps
  • Azure Resources
  • BambooHR
  • Bitbucket
  • Bugsnag
  • Jira

How to get started with Cortex

  1. Connect version control, cloud, incident and other tools through integrations.
  2. Let the Context Graph discover services, map dependencies and suggest owners.
  3. Define scorecards and initiatives to set and track standards.
  4. Use engineering intelligence, workflows and the MCP server to act on what the data shows.

Cortex limitations

  • Pricing is only available through a custom quote
  • Some settings, such as breaking API change notifications, are in beta and need a Customer Success Manager

Cortex pricing

Cortex is sold on custom quotes, so its prices aren't published.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

Cortex alternatives

The main Cortex alternatives listed on Debuly are Port, Harness, Middleware, New Relic, CloudByte AI and Metaflow. The table compares pricing and platforms; order is A–Z.

Cortex compared with its alternatives
ToolPricingStarting pricePlatforms
CortexContact sales—Web, API
CloudByte AIFreemium$50/moWeb, Self-hosted
HarnessFreemium—Web, API
MetaflowOpen source—Self-hosted, AWS, Azure, Google Cloud
MiddlewareFreemium$0.3, usage-basedWeb, Kubernetes, AWS Lambda, Windows
New RelicFreemium$0.4, usage-basedWeb, Mobile
PortFreemium$30/moWeb, API, Slack

  1. CloudByte AI

    Observability dashboard for teams using AI coding tools, tracking sessions, token spend, commits, security and DORA metrics.

    Developer platformsCodingProductivity
    FreemiumVisit CloudByte AI (official site)

  2. Harness

    Software delivery platform covering CI, CD, GitOps, security testing, feature flags and cloud cost, with a free plan and modular pricing.

    Developer platformsAutomation and agents
    FreemiumVisit Harness (official site)

  3. Metaflow

    Open-source Python library for building ML, AI and data science workflows locally and running them at scale in your cloud.

    Developer platformsAutomation and agentsCoding
    Open sourceVisit Metaflow (official site)

  4. Middleware

    OpenTelemetry-native observability platform for infrastructure, APM, logs, RUM and LLM monitoring, with an AI agent for root cause analysis.

    Developer platformsAutomation and agentsCoding
    FreemiumVisit Middleware (official site)

  5. New Relic

    Observability platform for application, infrastructure and digital experience monitoring with AI-assisted troubleshooting and usage-based pricing.

    Developer platformsAutomation and agentsCoding
    FreemiumVisit New Relic (official site)

  6. Port

    Port is an internal developer portal with a software catalog, self-service actions, scorecards and AI agents for platform engineering teams.

    Developer platformsAutomation and agents
    FreemiumVisit Port (official site)

Cortex FAQ

How much does Cortex cost?

Cortex uses a per-seat model that scales with organization size. Pricing is customized, so contact the team for a quote.

Is there a free plan for Cortex?

No free plan is listed. The pricing page directs visitors to request a quote or book a demo.

Does Cortex have an API or integrations?

Yes. It offers over 50 out-of-the-box integrations, a plugin framework, API keys and an MCP server.

Is Cortex an internal developer portal?

It started as one and still provides catalogs and developer self-service, but now positions itself as a broader engineering operations platform.

What security certifications does Cortex have?

The vendor lists SOC Type 2 and ISO/IEC 27001:2022 certifications.

What are alternatives to Cortex?

Alternatives include Backstage, Port, OpsLevel, Atlassian Compass and Roadie.

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

SourceTypeAccessed
cortex.io/official
cortex.io/pricingpricing
docs.cortex.io/configure/settingsdocs
cortex.io/demoofficial
cortex.io/integrationsofficial
cortex.io/products/cortex-idpofficial

Image credits

  • Logo: from cortex.io · fetched · Vendor trademark, used only to identify the product; removed on request
  • Cover: none collected yet, so a generated tile is shown.

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