Index / ARD publishers / smartbench.ai

smartbench.ai

smartbench.ai publishes an Agentic Resource Discovery manifest at /.well-known/ai-catalog.json, declaring what an AI agent can call on this domain. Everything below is read from that file. First seen by our crawler on 01 September 2026.

1declared resources
1with a callable endpoint
1answering of 1 checked
0verified tools

Declared resource Type

Declared resource	Type
SmartBench AI Asset Registryanswers in 219ms Federated search registry for AI models, skills, MCP servers, and agents. Discover and compare capabilities by intent; results are ranked by a relevance score. endpoint: `https://smartbench.ai/api/v1/` identifier: `urn:air:smartbench.ai:registry:ai-asset-search` published to be found for: find a skill that summarizes PDFs and extracts action items · which MCP server connects to a Postgres database in natural language · compare language models for code generation tasks · find an agent that transcribes and summarizes meeting recordings registry marketplace search mcp a2a skills models semantic-search	application/ai-registry+json

SmartBench AI Asset Registryanswers in 219ms

Federated search registry for AI models, skills, MCP servers, and agents. Discover and compare capabilities by intent; results are ranked by a relevance score.

endpoint: https://smartbench.ai/api/v1/

identifier: urn:air:smartbench.ai:registry:ai-asset-search

published to be found for: find a skill that summarizes PDFs and extracts action items · which MCP server connects to a Postgres database in natural language · compare language models for code generation tasks · find an agent that transcribes and summarizes meeting recordings

registry marketplace search mcp a2a skills models semantic-search

application/ai-registry+json

Source: https://smartbench.ai/.well-known/ai-catalog.json, this publisher's own file. Identifiers are reproduced exactly as published. Note: this is the pre-v0.91 path. The specification renamed the manifest to /.well-known/ard.json, and most of the ecosystem still serves the older name. Of the resources listed, 1 have been probed for reachability. "Answers" and "no response" describe only whether an endpoint replied when last probed: services go down and come back, and an entry is demoted rather than removed. None of this is a trust, quality or safety rating.

Search this publisher's resources alongside every other indexed resource at https://neuronto.com/search, or connect an agent to https://neuronto.com/mcp. If this is your domain, the free console shows what a registry sees when it reads your manifest.