agentic-resource-discovery
Active·★ 59·Apache-2.0·Updated 2026-10-03
The Neuronto ARD Registry provides a comprehensive, federated index for Agentic Resource Discovery (ARD), enabling AI agents to dynamically find and connect to tools, skills, and APIs across the web without manual pre-configuration. It solves the problem of agents being limited to pre-installed capabilities by offering a searchable index that combines results from various registries and verified endpoints, complete with real-time liveness checks and tool introspection.
#Agentic Resource Discovery#AI Agents#Tool Discovery#Federated Search#API Indexing#MCP Servers#Knowledge Base#Retrieval System
01
Features
01Federated Search: Queries across all public ARD registries concurrently, fusing results with reciprocal rank fusion.
02Verified Tool Index: Handshakes with MCP endpoints to read tools/list, providing real tool names and input schemas.
03Hybrid Retrieval: Combines sparse BM25 and dense vectors for lexical, semantic, and federated retrieval in a single query.
04Verified Liveness: Probes indexed endpoints and demotes non-responding ones in ranking to ensure a trustworthy index.
05Private Index Capability: Allows organizations to register internal services, combining internal and public search results with authentication.
02
Compatibility
Agentic Resource Discovery (ARD)
Specification
Verified via docs
MCP Servers
Server Type
Verified via docs
API
Interface
Verified via docs
03
Quick start
1
$ claude mcp add --transport http neuronto https://neuronto.com/mcp
04
Use cases
↳Agent builders can dynamically find and integrate capabilities at runtime, instead of hard-coding integrations.
↳API and tool vendors can publish a single manifest to become discoverable by all ARD clients without curated marketplaces.
↳Platform teams can enable agents within an organization to discover internal services in the same way they find public ones.
05
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