ALPNAI — Agent Performance Tools
REMOTE · ALPNAI.COM · SCANNED SEP 28
Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
Available components
Recent critical change
Authorization (15 Sept 2026). See the changelog before you install this server.
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security60
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (purchase_snapshot). See how to fix → View diagnostics → Fail
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability69
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 1280 tokens (~128/item across 10 items; 10 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management47
- Stability observed for 14 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage82
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 36% of tool parameters carry a description.Partial
- Structured output schemas are declared (30% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
How do I install the ALPNAI — Agent Performance Tools MCP server?
ALPNAI — Agent Performance Tools is a hosted endpoint at https://alpnai.com/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · alpnai.com
claude mcp add --transport http fredericmagnathy-ops-alpnai 'https://alpnai.com/api/mcp'
{
"mcpServers": {
"fredericmagnathy-ops-alpnai": {
"url": "https://alpnai.com/api/mcp"
}
}
} {
"servers": {
"fredericmagnathy-ops-alpnai": {
"type": "http",
"url": "https://alpnai.com/api/mcp"
}
}
} [mcp_servers.fredericmagnathy-ops-alpnai] url = "https://alpnai.com/api/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"fredericmagnathy-ops-alpnai": {
"type": "remote",
"url": "https://alpnai.com/api/mcp",
"enabled": true
}
}
} openclaw mcp add fredericmagnathy-ops-alpnai --url 'https://alpnai.com/api/mcp' --transport streamable-http
mcp_servers:
fredericmagnathy-ops-alpnai:
url: "https://alpnai.com/api/mcp" {
"McpServers": {
"fredericmagnathy-ops-alpnai": {
"Transport": "http",
"Url": "https://alpnai.com/api/mcp"
}
}
} assistant mcp add fredericmagnathy-ops-alpnai -t streamable-http -u 'https://alpnai.com/api/mcp'
{
"mcpServers": {
"fredericmagnathy-ops-alpnai": {
"type": "http",
"url": "https://alpnai.com/api/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 28 Sept 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 24 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.
- 22 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 18 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Sept 26 +2
- DNSSEC: unverified → pass ▲ security
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 28 Sept 2026 · Probed https://alpnai.com/api/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=alpnai.com | CN=WE1,O=Google Trust Services,C=US | 13 Sept 2026 | 13 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 5ff4bb5cd916c9ee0e3951b6f52bf627 |
| SANs: alpnai.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of alpnai.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| alpnai.com. | present | 60312 | 13 | Verified |
| alpnai.com. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://alpnai.com/api/mcp | Verified | 200 | |
| http (plaintext) | http://alpnai.com/api/mcp | HTTPS enforced | 302 | https://alpnai.com/api/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
analyze_agent_latency Latency Lab ~128
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.
| Name | Type | Req | Description |
|---|---|---|---|
| config | object | – | – |
| runs | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| groups | array | yes | – |
| measurement | string | yes | – |
| percentile_method | string | yes | – |
| schema_version | string | yes | – |
No examples provided.
audit_agent_costs Spend Proof cost analysis ~62
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.
| Name | Type | Req | Description |
|---|---|---|---|
| config | object | – | – |
| runs | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| automatic_deployment_authorized | boolean | yes | – |
| config | object | yes | – |
| data_provenance | string | yes | – |
| experimental_bias_control | string | yes | – |
| input_attempt_records | integer | yes | – |
| methodology | object | yes | – |
| purpose | string | yes | – |
| schema_version | string | yes | – |
| workflows | array | yes | – |
No examples provided.
check_agent_quality Quality Gate ~131
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.
| Name | Type | Req | Description |
|---|---|---|---|
| config | object | – | – |
| runs | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| config | object | yes | – |
| schema_version | string | yes | – |
| workflows | array | yes | – |
No examples provided.
get_catalog ALPNAI service catalog ~39
Discover cost, latency and quality analysis APIs, their inputs, outputs, free reproducible example, authentication and current payment availability. No payment or budget debit.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_free_sample OpenAI source sample ~25
Read a dated primary-source sample about OpenAI. Not real-time or exhaustive.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_order ALPNAI order status and delivery ~97
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.
| Name | Type | Req | Description |
|---|---|---|---|
| order_id | string | yes | The original order_id returned by the purchase. |
No output schema declared.
No examples provided.
purchase_changes Change Set purchase ~208
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.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotency_key | string | yes | – |
| mandate_id | string | – | Owner-authorized commercial mandate ID. Alternatively send X-AlpNAI-Mandate in the MCP request headers. |
| mode | string | – | Sandbox is the default. Live explicitly requests the existing authorized x402 purchase flow. |
| since | string | – | – |
No output schema declared.
No examples provided.
purchase_evidence Evidence Pack purchase ~209
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.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotency_key | string | yes | – |
| mandate_id | string | – | Owner-authorized commercial mandate ID. Alternatively send X-AlpNAI-Mandate in the MCP request headers. |
| mode | string | – | Sandbox is the default. Live explicitly requests the existing authorized x402 purchase flow. |
| since | string | – | – |
No output schema declared.
No examples provided.
purchase_snapshot Snapshot purchase ~207
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.
| Name | Type | Req | Description |
|---|---|---|---|
| idempotency_key | string | yes | – |
| mandate_id | string | – | Owner-authorized commercial mandate ID. Alternatively send X-AlpNAI-Mandate in the MCP request headers. |
| mode | string | – | Sandbox is the default. Live explicitly requests the existing authorized x402 purchase flow. |
| since | string | – | – |
No output schema declared.
No examples provided.
save_project_report Save an agent performance report ~174
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.
| Name | Type | Req | Description |
|---|---|---|---|
| input | object | yes | Recorded attempts, not prompts or secrets. Identical rows count as separate attempts. All three analysis tools accept this same input. The runtime validator additionally enforces six-decimal micro-US… |
| request_id | string | yes | – |
| title | string | yes | – |
No output schema declared.
No examples provided.
What is the ALPNAI — Agent Performance Tools MCP server?
ALPNAI — Agent Performance Tools is an MCP server listed in the public MCP registry as io.github.fredericmagnathy-ops/alpnai. Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused. This page covers its hosted endpoint (https://alpnai.com/api/mcp).
Is the ALPNAI — Agent Performance Tools MCP server safe to use?
ALPNAI — Agent Performance Tools scores 70 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the ALPNAI — Agent Performance Tools MCP server expose?
ALPNAI — Agent Performance Tools exposes 10 tools: get_catalog, get_free_sample, audit_agent_costs, analyze_agent_latency, check_agent_quality, and 5 more. Their descriptions and schemas cost roughly 1,280 tokens of context every time the server is loaded.
Does the ALPNAI — Agent Performance Tools MCP server require authentication?
No. We connected to ALPNAI — Agent Performance Tools without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the ALPNAI — Agent Performance Tools MCP server still maintained?
ALPNAI — Agent Performance Tools is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.