Provides deterministic advisory checks for agent workflows, including context formatting, intent classification, spending limits, and billing reconciliation. Operated by Ardaro, it supports x402 payments and integrates with LangChain, Vercel AI SDK, and CrewAI via Streamable HTTP.
- Operator: Ardaro
- Endpoint: https://agents.getardaro.com/mcp/utilities
- Transport: streamable-http
- Sign-in: No sign-in
- Category: Developer tools
- Use cases: Review and format advisory context to reduce blank lines; Classify text intent using bounded keyword heuristics; Check proposed downstream costs against submitted limits; Reconcile billing records by request ID and amount
- Tools: compress_agent_context, route_model_intent, authorize_agent_spend, reconcile_api_ledger, get_utility_example, get_utility_service_status
- Documentation: https://agents.getardaro.com/agent-utilities
- Directory listing: https://koskamo.com/explore/ardaro-agent-runtime-utilities-mcp
- Also known as: Ardaro Agent Runtime Utilities MCP MCP; ardaro-agent-runtime-utilities-mcp