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Global MacroMCP serverFirst audited Nov 13, 2026

Census County Business Patterns

Establishment counts, employment, and payroll by geography and NAICS code from Census CBPThe vendor's description, from its MCP Registry listing.

Passed, with 1 warningAudited Nov 13, 2026
  • Warning: 3 of 3 tools do not say whether they can change things.

Nothing failed, but there is something to know or fix. Public audit: we connect as an AI client would, list the tools and check what they say. We do not run them. How we audit

Does it work?
YesConnected in 267 ms.
Sign-up?
None neededIt answered without any account or key.
Can it change things?
Doesn't sayIts tools do not say whether they only read, so treat them as able to change things.
Endpointhttps://mcp.olyport.com/census-cbp/mcp

Website Streamable HTTP · protocol 2025-11-25 · server version 1.27.0

What we checked, the evidence, and the tools it offers.

What we checked

Security

  • Passed: Connections are encrypted (HTTPS).

  • Passed: No hidden instructions found in tool text.

Safety labels

  • Warning: 3 of 3 tools do not say whether they can change things.

    MCP lets a server label each tool as read-only or destructive, so clients can ask the user before risky calls. Unlabelled tools are treated as able to change things.

    • get_county_business_patterns
    • get_state_business_summary
    • compare_county_industries

Tools

  • Passed: 3 tools listed.

  • Passed: Every tool describes its inputs with a valid schema.

Protocol

  • Passed: The MCP handshake works (Streamable HTTP).

  • Passed: Protocol version 2025-11-25 (latest).

  • Passed: Unknown requests are refused.

Connection

  • Passed: The server responds.

Tools (3)

As the server describes them. The labels are the server's own: it says whether each tool only reads or can change things.

  • get_county_business_patternsGet business establishment, employment, and payroll data by county. Returns County Business Patterns data from the Census Bureau showing the number of business establishments, employees, and…Doesn't say
  • get_state_business_summaryGet state-level business pattern summary. Returns aggregate establishment, employment, and payroll data for an entire state, optionally filtered by industry. Useful for state-level econo…Doesn't say
  • compare_county_industriesGet a breakdown of all industries in a county. Returns business pattern data for all 2-digit NAICS sectors in a specific county. Useful for understanding the economic composition of a co…Doesn't say

Audit history

  1. Nov 13Warnings

What we sent

Every request in this audit, with the answer and how long it took. We never send credentials and never call a tool.

RequestAnswerTime
initializeHTTP 200267 ms
initializedHTTP 20292 ms
tools/listHTTP 200273 ms
resources/listHTTP 200260 ms
prompts/listHTTP 20091 ms
unknown-methodHTTP 200104 ms

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