Your engineering knowledge, instantly accessible via natural language
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Tracked since2026
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Cortex's MCP server puts an internal developer portal behind a natural language interface. The catalog is the source of truth for what an engineering organization runs, and the MCP server hands that context to an agent: microservices, libraries, domains, infrastructure resources and the teams that own each of them, along with the metadata attached to every entity such as documentation, runbooks, dependencies and recent deployments.
Two Cortex-specific surfaces make it more than a lookup tool. Scorecards expose how each entity measures against engineering standards, so an agent can answer which services fail the production readiness rules and exactly what they are missing. Initiatives expose the goals and deadlines attached to those standards, which lets an agent turn a vague question about migration progress into a list of the entities still outstanding and the teams responsible for them.
For a developer, the payoff is answering ownership and dependency questions without hunting through the portal: who owns this service, what does it call, which runbook applies, what shipped to it recently. For platform teams and engineering leadership, it is a faster way to interrogate compliance across a large catalog. It fits organizations already running Cortex as their catalog, where the value of the answers depends directly on how complete and well maintained that catalog is.
Preview
Key Features
Query catalog entities including services, libraries, domains and infrastructure resourcesResolve ownership and team assignment for any entityRead scorecard results against engineering standardsTrack initiative progress and the entities still outstandingSurface entity documentation, runbooks and service dependenciesRetrieve recent deployment context for a service
Pricing
Freemium
Cortex MCP offers a generous free tier with optional paid upgrades for advanced features.
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Cortex MCP FAQ
How does Cortex MCP help a developer find ownership and dependency information without opening the portal?
Cortex MCP puts an internal developer portal behind a natural language interface, so a developer can ask questions like who owns a service, what it calls, which runbook applies, or what shipped to it recently. The MCP server hands the agent the catalog context, including microservices, libraries, domains, infrastructure resources, teams, and metadata such as documentation, runbooks, dependencies, and recent deployments. This lets developers get answers instantly without hunting through the portal themselves.
How does Cortex MCP compare to Glean for engineering knowledge retrieval?
While Glean is a general enterprise search tool that indexes many sources, Cortex MCP is purpose-built for engineering knowledge by using an internal developer portal as its source of truth. Cortex MCP provides structured context about microservices, libraries, domains, infrastructure resources, teams, and metadata like documentation, runbooks, dependencies, and recent deployments, and it adds Scorecards and Initiatives to answer compliance and migration questions that a general search tool cannot.
Which teams benefit most from using Cortex MCP?
Developers benefit by quickly answering ownership and dependency questions without hunting through the portal, while platform teams and engineering leadership benefit from a faster way to interrogate compliance across a large catalog. It fits organizations already running Cortex as their catalog, where the catalog is the source of truth for microservices, libraries, domains, infrastructure resources, and teams.
How is Cortex MCP priced?
Cortex MCP is available on a free tier, with paid plans for more usage and features. This allows teams to start using the natural language interface at no cost and upgrade as their needs grow.
Can Cortex MCP answer questions about compliance with engineering standards across multiple services?
Yes, because Cortex MCP exposes Scorecards that measure how each entity in the catalog measures against engineering standards, so an agent can answer which services fail production readiness rules and exactly what they are missing. It also exposes Initiatives that show the goals and deadlines attached to those standards, allowing an agent to turn a vague question about migration progress into a list of entities still outstanding and the teams responsible for them.
Does Cortex MCP integrate with existing internal developer portals or require a new setup?
Cortex MCP is designed for organizations already running Cortex as their catalog, so it works with the existing internal developer portal that serves as the source of truth for what an engineering organization runs. It does not require a new setup of the catalog itself, but the value of the answers depends directly on how complete and well maintained that catalog is.
Source: cortex.io