MCP MeasureMCP Measure

index observed

Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)

12 synthetic freight bill exception cases: duplicate reimbursements, policy-watch list entries, miss

Should I use this

Quality & Safety

B
Description quality
100%
Schema completeness
66%
Naming quality
85%
Poisoning risk
80%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • HIGHTool poisoning patterns detected
  • MEDIUMTool description contains URL to non-standard domainin a2awire_guide

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~14,294Tokens (tool definitions)
~6.4 KBTypical response size
Significant attention impact (11.17% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "benchmark-freight-bill-review-2026-09-14-6c5a409b": {
      "url": "https://a2awire.com/mcp/benchmarks/freight-bill-review-2026-09-14-6c5a409b/http"
    }
  }
}

Remote endpoints

https://a2awire.com/mcp/benchmarks/freight-bill-review-2026-09-14-6c5a409b/httpstreamable-http

What it can do

Tool inventory

No publishable tool enumeration has been recorded.

Recommended Prompts

search_research
Search for information about [topic] using Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)
Expected tools: data_session_query
fetch_info
Fetch [information type] using Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)
Expected tools: benchmarks_get
find_specific
Find [specific item] using Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)
Expected tools: data_session_query
retrieve_data
Get details about [item] from Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)
Expected tools: benchmarks_get
list_items
List all [items] available in Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)
Expected tools: benchmarks_list

Community

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Evidence

Recent observations

failed observationversion not recorded—
failed observationversion not recorded—
verifiedversion not recorded23 tools
verifiedversion not recorded23 tools
verifiedversion not recorded23 tools