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Implementations

Discover active implementations, dynamic search sandbox endpoints, and platform catalogs.


Reference Implementations

Active

Mindpower Agent Finder

An example client-side implementation indexing, listing, and running search discovery for multiple registered agents and tools.

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Active

HuggingFace EvalState API

An example dynamic search endpoint built according to the Agent Finder specification. Demonstrates direct POST /search capabilities.

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Upcoming Enterprise Support

We are partnering with top enterprise platforms to roll out native discovery endpoints and standard .well-known/ai-catalog.json support.

Coming Soon

Google Workspace Agent Catalog

Native discovery feeds and SPIFFE-attested search endpoints for Gemini Enterprise Agent Platform integrations.

Coming Soon

Microsoft Copilot Registry

Auto-discovery and tenant-isolated dynamic routing search engines matching Entra ID authorization profiles.


Joining the Ecosystem

Exposing your agents and tools to Agent Finder registries is simple.

Please refer to our step-by-step How to Publish guide for detailed instructions on hosting your ai-catalog.json manifest, setting up DNS service bindings, and enabling vector embeddings.