ALPNAI — Agent Performance Tools
Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
| Endpoint | https://alpnai.com/api/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.1 |
| Now | 10 tools · grade B (81) · pin ts_653b71d35145e95011636bc3c8106dbb · protocol 2025-06-18 |
| First / last listed | 2026-10-31 03:07 UTC / 2026-10-31 03:07 UTC |
| Grade over time | 2026-10-31: B (81), 10 tools |
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Tools: get_catalog get_free_sample audit_agent_costs analyze_agent_latency check_agent_quality save_project_report get_order purchase_snapshot purchase_changes purchase_evidence
get_catalog | Discover cost, latency and quality analysis APIs, their inputs, outputs, free reproducible example, authentication and current payment availability. No payment or budget debit. params: none |
get_free_sample | Read a dated primary-source sample about OpenAI. Not real-time or exhaustive. params: none |
audit_agent_costs | Free comparison of cost per successful task on supplied paired traces. Requires a sandbox agent key. No purchase, storage, external model call or automatic deployment. Success labels are supplied by the client. params: runs*, config |
analyze_agent_latency | Find slow agent workflows and retry overhead before scaling. Supply recorded attempts with task_id, workflow, variant, cost_usd, success and optional latency_ms. Returns P50/P95 of summed recorded attempt durations per task, retry counts, duration coverage and an optional P95 threshold check for each workflow and variant. Missing durations produce null percentiles, not zero latency. This measures params: runs*, config |
check_agent_quality | Check whether a candidate agent workflow regresses before replacing the baseline. Supply baseline and candidate attempts on matching task IDs with client-provided success labels and costs. Returns observed success rates, task-set matching, sample-size, success, latency and cost gates, plus a decision such as collect_more_data, quality_regression or candidate_for_controlled_trial. Optional threshol params: runs*, config |
save_project_report | Compute and save an aggregate performance report in the fixed Projects destination authorized by the account owner. Uses the existing free or paid report allowance. Requires an active agent key and explicit owner write permission. Reuse request_id with identical content to retry within the same permission grant. No report reading, deletion, subscription or payment authorization. Send measurements params: request_id*, title*, input* |
get_order | Follow one existing commercial order owned by the authenticated agent, including after commerce is paused. May record a finalized blockchain receipt or release an expired, never-submitted reservation. Does not create an order, authorize spending or submit a payment. Pending results provide the same order ID and Retry-After; repeat get_order, never purchase again. Requires only the existing agent k params: order_id* |
purchase_snapshot | Get Snapshot for 0.01 USDC. Default mode sandbox creates a test receipt and debits only the test budget. Explicit mode live uses x402 only when commerce, owner mandate and billing eligibility are enabled. An unpaid result contains PaymentRequired in structuredContent and content. Retry the same tool and idempotency key with the signed PaymentPayload in params._meta["x402/payment"]. Confirmed settl params: idempotency_key*, since, mode, mandate_id |
purchase_changes | Get Change Set for 0.05 USDC. Default mode sandbox creates a test receipt and debits only the test budget. Explicit mode live uses x402 only when commerce, owner mandate and billing eligibility are enabled. An unpaid result contains PaymentRequired in structuredContent and content. Retry the same tool and idempotency key with the signed PaymentPayload in params._meta["x402/payment"]. Confirmed set params: idempotency_key*, since, mode, mandate_id |
purchase_evidence | Get Evidence Pack for 0.25 USDC. Default mode sandbox creates a test receipt and debits only the test budget. Explicit mode live uses x402 only when commerce, owner mandate and billing eligibility are enabled. An unpaid result contains PaymentRequired in structuredContent and content. Retry the same tool and idempotency key with the signed PaymentPayload in params._meta["x402/payment"]. Confirmed params: idempotency_key*, since, mode, mandate_id |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.