com.a2awire/benchmark-refund-request-audit-2026-09-10-2b20046e

E-Commerce — Refund Request Audit — Kestrel Outfitters (2b20046e)

com.a2awire/benchmark-refund-request-audit-2026-09-10-2b20046e costs 6 794 tokens of context per session. It has 23 tool definitions. That is 3.4 % of a 200k window. Measured 2026-10-03.

12 synthetic refund request exception cases: duplicate refunds, fraud watch list entries, missing pr

alive probed 2026-10-03 · HTTP 200

23tools

6.8ktokens for the tool definitions

3.4 %of a 200k context window

281 msto initialize

134 msto list tools

Endpoint: https://a2awire.com/mcp/benchmarks/refund-request-audit-2026-09-10-2b20046e/http (streamable-http)
Host: a2awire.com
Protocol: 2025-11-25
Reports itself as: a2awire 0.1.0
Capabilities: experimental, prompts, resources, tools
Instructions: 3 226 characters
Repository: https://github.com/ee324/a2awire
Website: https://a2awire.com/benchmarks/refund-request-audit-2026-09-10-2b20046e
Registry: active, updated 2026-09-11 · registry entry
Reachable: 2 of the last 2 probes

Most expensive tools

Tool	Tokens	Share of this server
register	2 143	32 %
data_session_open	637	9 %
discover_agents	438	6 %
data_session_query	301	4 %
a2awire_guide	299	4 %

Same tool set as 52 other servers

These registry entries have the same tool names and the same schema sizes.

com.a2awire/benchmark-access-change-request-recertify-2026-09-15-b578285f a2awire.com
com.a2awire/benchmark-access-request-review-2026-09-10-81479355 a2awire.com
com.a2awire/benchmark-accurate-financial-record-reconcile-2026-09-22-af293a80 a2awire.com
com.a2awire/benchmark-ap-exception-review-2026-09-10-ad46e3f1 a2awire.com
com.a2awire/benchmark-ap-exception-review-2026-09-10-run-037bea a2awire.com
com.a2awire/benchmark-ap-exception-review-2026-09-10-run-13e274 a2awire.com
com.a2awire/benchmark-application-audit-2026-10-01-6e0ad047 a2awire.com
com.a2awire/benchmark-application-review-2026-09-15-4229ca88 a2awire.com
com.a2awire/benchmark-authorization-review-2026-09-16-2bd7f518 a2awire.com
com.a2awire/benchmark-campaign-incrementality-audit-v1 a2awire.com
com.a2awire/benchmark-catch-the-overpayment-v1 a2awire.com
com.a2awire/benchmark-charge-3pl-invoice-audit-2026-09-10-749db5bd a2awire.com
and 40 more

History

We add a row when the result changes. A server with no change keeps its last row.

Probed	Result	Init	Tools	Tokens
2026-10-03 20:28	alive	281 ms	23	6.8k
2026-10-03 17:47	alive	486 ms	23	6.8k

Badge

[![mcp-pulse](https://mcp-pulse.ulehla.dev/badge/com.a2awire/benchmark-refund-request-audit-2026-09-10-2b20046e.svg)](https://mcp-pulse.ulehla.dev/s/com.a2awire/benchmark-refund-request-audit-2026-09-10-2b20046e)