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40
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Agentic Readiness Score
+25 llms.txt +15 structured API missing +20 ai-plugin
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ai-tools apillms-txt

Agentic Signals

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OpenAPI Spec
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Structured API
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llms.txt Content

# Componecat > Componecat is a software component catalog: a hierarchical, richly-typed registry of every system, service, and library an organization operates — with structured metadata, Git integration, hosted documentation, and endpoint definitions. It exposes the catalog to AI coding agents over a Model Context Protocol (MCP) server so agents can derive contextual understanding of an organization's software landscape. Catalogs are private and organization-scoped, so the surfaces below require authentication. The MCP server is the primary way for an AI agent to consume catalog data. ## For AI agents - [MCP server](https://app.componecat.ai/api/mcp): primary agent surface (OAuth 2.0 device flow). Search and browse the catalog, read entity documentation, traverse relationships, and inspect endpoints. Also serves Componecat's own product documentation, so an agent can learn how the platform works and guide a user through it. Exposes a tool catalog plus an entity resource browser. - [Product documentation](https://docs.componecat.ai/app/): how Componecat works — concepts, guides, and reference. Public, no authentication required. - [REST API](https://app.componecat.ai/api/rest/v1): programmatic API for the catalog, authenticated with a personal access token. - [REST OpenAPI spec](https://app.componecat.ai/api/rest/v1/openapi.json): machine-readable schema for the REST API. ## About Componecat maintains an accurate, richly-described, hierarchical map of every piece of software in an organization. Entities are grouped into a customizable type taxonomy (systems, components, resources, and more) with explicit relationships (hierarchy, dependencies) and ownership by teams. Documentation attaches to each entity as Markdown sections (optionally synced from Git) and external links, and is searchable. The platform continuously reconciles the catalog against the real state of the software landscape via Git, cloud, and CI/CD integrations.