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arXiv CS.AI
7/22/2026
ToolDNS: Scalable AI Tool Discovery via DNS-Based Semantic Resolution

ToolDNS: Scalable AI Tool Discovery via DNS-Based Semantic Resolution

Original: AI Tool Discovery at Scale: All You Need is DNS

Short summary

ToolDNS proposes retrofitting semantic AI tool discovery onto the existing DNS infrastructure, embedding functional intent and organizational trust into a hierarchical namespace. It reduces per-query search space by 95.26% while matching state-of-the-art retrieval accuracy across a benchmark of 33,688 real-world tools spanning MCP, A2A, RESTful, and Skill protocols. Its UDP-native design cuts discovery latency by orders of magnitude versus HTTP-based registries.

  • ToolDNS maps semantic tool discovery onto DNS with O(log N) name resolutions
  • Benchmark of 33,688 real-world tools across MCP, A2A, RESTful, and Skill protocols released
  • Reduces search space by 95.26% while matching SOTA retrieval accuracy with UDP-native low latency

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