Search / io.github.fredericmagnathy-ops/alpnai
protogridR0· no sign-inAgent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
v0.1.1 · active · website · descriptor JSON · versions
{
"mcpServers": {
"alpnai": {
"type": "http",
"url": "https://alpnai.com/api/mcp",
"headers": {
"Authorization": "Bearer ${agent_key}"
}
}
}
}claude mcp add --transport http alpnai https://alpnai.com/api/mcp --header "Authorization: Bearer ${agent_key}"[mcp_servers.alpnai]
url = "https://alpnai.com/api/mcp"
bearer_token_env_var = "agent_key"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"alpnai": {
"type": "remote",
"url": "https://alpnai.com/api/mcp",
"enabled": true,
"headers": {
"Authorization": "Bearer {env:agent_key}"
}
}
}
}{
"mcpServers": {
"alpnai": {
"type": "http",
"url": "https://alpnai.com/api/mcp",
"headers": {
"Authorization": "Bearer ${agent_key}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=alpnai&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWxwbmFpLmNvbS9hcGkvbWNwIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiQmVhcmVyICR7YWdlbnRfa2V5fSJ9fQ%3D%3D"
}{
"servers": {
"alpnai": {
"type": "http",
"url": "https://alpnai.com/api/mcp",
"headers": {
"Authorization": "Bearer ${agent_key}"
}
}
}
}{
"mcpServers": {
"alpnai": {
"httpUrl": "https://alpnai.com/api/mcp",
"headers": {
"Authorization": "Bearer ${agent_key}"
}
}
}
}extensions:
"alpnai":
enabled: true
name: "alpnai"
type: streamable_http
uri: "https://alpnai.com/api/mcp"
headers:
"Authorization": "Bearer ${agent_key}"
timeout: 300
Placeholders to fill from your own secret store: ${agent_key}. The registry never accepts secret values.
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every useauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations10 of 10 tools declare readOnlyHint or destructiveHinttools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHinttools.token_costabout 4,236 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+website +reachable +uptime-100% ~updated-36d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://alpnai.com/api/mcp streamable-http | none | yes | 100% | 1471 ms | 2026-07-28 | 2026-10-20 |
analyze_agent_latencyread-only | 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 supplied durations, not live end-to-end service latency. Free calculation; requires an active ALPNAI agent key; no payment or automatic deployment. |
audit_agent_costsread-only | 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_qualityread-only | 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 thresholds use config. It evaluates the recorded labels, not the correctness of answers or future performance. Free calculation; requires an active ALPNAI agent key; no payment or automatic deployment. |
get_catalogread-only | 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_sampleread-only | Read a dated primary-source sample about OpenAI. Not real-time or exhaustive. |
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 key. |
purchase_changesdestructive | 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 settlement is returned in result._meta["x402/payment-response"]. For a pending order, call get_order with the original order_id; do not submit another payment. REST continuation and PAYMENT-SIGNATURE headers remain supported. Never send a private key. |
purchase_evidencedestructive | 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 settlement is returned in result._meta["x402/payment-response"]. For a pending order, call get_order with the original order_id; do not submit another payment. REST continuation and PAYMENT-SIGNATURE headers remain supported. Never send a private key. |
purchase_snapshotdestructive | 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 settlement is returned in result._meta["x402/payment-response"]. For a pending order, call get_order with the original order_id; do not submit another payment. REST continuation and PAYMENT-SIGNATURE headers remain supported. Never send a private key. |
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 without secrets. |
Schemas: list_tools.
{
"name": "io.github.fredericmagnathy-ops/alpnai",
"_meta": {
"io.modelcontextprotocol.registry/publisher-provided": {
"com.alpnai": {
"freeTools": [
"audit_agent_costs",
"analyze_agent_latency",
"check_agent_quality"
],
"keyRequestUrl": "https://alpnai.com/start",
"orderFollowUp": {
"tool": "get_order",
"input": "order_id",
"requires": "original active agent key",
"submitsPayment": false
},
"cryptoPurchases": "sandbox-only",
"discoveryMethod": "server/discover",
"documentationUrl": "https://alpnai.com/en/docs",
"projectsSubscription": "Separate human website subscription through Stripe; not purchased via MCP.",
"integrationRepository": "https://github.com/fredericmagnathy-ops/alpnai-agent-kit",
"liveCryptoPaymentsEnabled": false,
"supportedProtocolVersions": [
"2026-07-28",
"2025-11-25",
"2025-06-18",
"2025-03-26"
]
}
}
},
"title": "ALPNAI — Agent Performance Tools",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://alpnai.com/api/mcp",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"value": "Bearer {agent_key}",
"variables": {
"agent_key": {
"isSecret": true,
"isRequired": true,
"description": "ALPNAI agent key"
}
},
"description": "Active ALPNAI agent key from https://alpnai.com/start. Required for performance tools."
}
]
}
],
"version": "0.1.1",
"websiteUrl": "https://alpnai.com/en/docs/mcp",
"description": "Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused."
}