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ALPNAI — Agent Performance Tools

io.github.fredericmagnathy-ops/alpnai · v0.1.1

Measured by MCP Station

Description written by the publisher, not verified

Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.

Connect

claude mcp add --transport http alpnai https://alpnai.com/api/mcp

{
  "mcpServers": {
    "alpnai": {
      "url": "https://alpnai.com/api/mcp"
    }
  }
}

Tools as reported by the server

• 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.
• get_free_sample
  Read a dated primary-source sample about OpenAI. Not real-time or exhaustive.
• 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.
• 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 eac
• 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 decisio
• 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 perm
• 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
• purchase_snapshot write/delete
  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
• purchase_changes write/delete
  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 to
• purchase_evidence write/delete
  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

Website · JSON · Text for agents · Registry updated 2026-09-15