Nuggetz - AI Content Summarizer
One front door for every company agent. Route once. Keep the trace.
What is Nuggetz?
Nuggetz is an agent switchboard that routes requests from employees across multiple specialized AI agents, humans, and escalation paths. It sits above your existing agent stack (OpenAI, Claude, LangGraph, CrewAI, etc.) and intelligently selects the best resolver based on capability, access policy, and outcome history. Every routing decision creates an auditable trace showing intent, candidates, reasoning, and outcome—solving the operational problem of agent sprawl and routing accountability.
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Key Features of Nuggetz
- Platform-agnostic routing API
- Slack/Teams front door (early access)
- Capability Cards for each resolver with ownership and limits
- Inspector traces with full audit trail
- Route outcome labeling (correct, wrong resolver, unresolved, escalated, missing capability)
- Framework-agnostic HTTPS API
- MCP and A2A compatibility
- Resolver registry for agents, humans, queues, and escalation paths
- Outcome history matching for intelligent selection
- Access policy and risk-based filtering
Who Should Use Nuggetz?
Route employee questions to the right specialized agent without knowing which agent does what
Replace custom routing glue and manual escalation with an inspectable decision path
Audit and improve mixed agent fleets across frameworks and vendors
Enable B2B agent product companies to demonstrate handoff and escalation capabilities
Centralize routing accountability for enterprise agent deployments
Escalate uncertain or risky agent requests to humans or backup resolvers
Nuggetz: Pros & Cons
✓Pros
- Works with any agent framework (OpenAI, Claude, LangGraph, CrewAI, internal APIs)
- Built for production agent teams with real operational routing problems
- Full audit trail and traceability of every routing decision
- Capability Cards centralize ownership, limits, and data scope
- Outcome labeling improves fleet performance from real usage
- No need to change existing agent stack
- Pay-as-you-grow pricing starting free
Tags
Tool Details
- Company
- Nuggetz
- Pricing
- Free
- Category
- Ai Agents
- Added
- Jun 2026
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