MCP server

ALPNAI — Agent Performance Tools

io.github.fredericmagnathy-ops/alpnai

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

10

Token cost

About 4,721 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.alpnai]
url = "https://alpnai.com/api/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"alpnai":{"type":"http","url":"https://alpnai.com/api/mcp"}}}

Antigravity

agy mcp add alpnai https://alpnai.com/api/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"alpnai","server_url":"https://alpnai.com/api/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"alpnai","server_url":"https://alpnai.com/api/mcp"}

Tools

• analyze_agent_latency ~828 tokens
  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
• audit_agent_costs ~731 tokens
  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.
• check_agent_quality ~841 tokens
  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
• get_catalog ~84 tokens
  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 ~57 tokens
  Read a dated primary-source sample about OpenAI. Not real-time or exhaustive.
• get_order ~191 tokens
  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_changes Moves money · ~372 tokens
  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 Moves money · ~373 tokens
  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
• purchase_snapshot Moves money · ~372 tokens
  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
• save_project_report ~872 tokens
  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

Browse

• GitHub tools
• Payments
• Hiring and jobs
• GitHub and code hosting
• Running code

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