Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Recently observed → Live
Added "authorize_agent_spend", "compress_agent_context", "get_utility_example" and 3 more (0 tools before, 6 now)
Advisory spending check — Compare a proposed downstream cost with caller-supplied limits and history. Advisory only: does not authenticate policy, reserve funds, issue authorization or block external API calls. Evaluation excludes this service fee. Paid: 0.10 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='authorize_agent_spend' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Context formatting review — Return a blank-line compaction candidate for human review. Preserves words and role headers. No verified token savings, semantic equivalence or speed improvement. Paid: 0.05 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='compress_agent_context' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Get utility example — Inspect a fixed synthetic request and expected result before integrating or paying. Select service from the enum; no caller document is accepted, processed or stored. Returns service and details containing that service's example. Free; no wallet authorization. Use get_utility_service_status for current readiness, prices and retention instead.
Get utility readiness and terms — Check the selected service's current runtime readiness, input limits, pricing and retention before use. Returns service and details; ready=false means the underlying service is unavailable. Free cached runtime read; no external probe, payment, analysis or historical document retrieval. Use get_utility_example for a fixed integration sample instead.
Submitted billing reconciliation — Compare supplied billing and usage records by request ID, exact amount and currency. Flags missing or mismatched records. Does not authenticate telemetry, verify delivery or post to accounting. Paid: 0.25 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='reconcile_api_ledger' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Intent classification review — Classify text with a bounded keyword heuristic for human review. Does not execute a model, select a verified cheapest model or prove routing savings. Paid: 0.15 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='route_model_intent' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.
Live → Recently observed
Unknown → Live
Certificate recorded, valid to 2027-03-04
Authorization not required
First tool surface recorded: 0 tools (server version 1.4.0)
https://agents.getardaro.com/mcp/utilities (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 8 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed