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Global MacroMCP serverFirst audited Nov 13, 2026

Georgia Civic Data

Query, filter, aggregate, and link Georgia education, Census, immigration, and health datasets.The vendor's description, from its MCP Registry listing.

Passed public checksAudited Nov 13, 2026

Every public check ran and passed. 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 385 ms.
Sign-up?
None neededIt answered without any account or key.
Can it change things?
No, read-onlyAll 12 tools say they only read.
Endpointhttps://mcp.georgiacivicdata.org/mcp

Website Streamable HTTP · protocol 2025-11-25 · server version 0.4.0

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

  • Passed: Every tool says whether it only reads or can change things.

Tools

  • Note: Some tool text is long, so it uses more of the AI's working memory.

    • server instructions (4,805 characters)
  • Passed: 12 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 (12)

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

  • list_datasetsThe catalog: every published Georgia dataset and the shared lookup tables (district, school, county, census tract, and demographic names). By default each dataset is compact: its name (what every oth…Read-only
  • search_datasetsSearch the catalog by meaning and keywords: dataset names, titles, everyday search phrases in English and Spanish, summaries, descriptions, and column names and descriptions. Plain wording works ('ki…Read-only
  • describe_datasetThe full schema of one dataset: every column (type, role, unit, value range, what a NULL means), the exact `filters` with their valid values (the keys query_dataset and aggregate accept), how the cod…Read-only
  • query_datasetRows of one dataset, filtered, with the district, school, county, and demographic names joined in. `filters` takes code columns and category columns (describe_dataset's `filters` lists the exact keys…Read-only
  • aggregateA summary of one dataset computed on the server: one small row per group instead of raw rows. `agg` is avg, sum, min, max, count, or weighted_rate. To list observed values of a filter column, use agg…Read-only
  • resolve_entityTurns a place or demographic name or code into the code the data uses (district_code, school_code, county_fips, or demographic) with its label, e.g. 'Atlanta Public Schools' or 'Fulton'. A guessed co…Read-only
  • describe_dimensionThe schema of one shared lookup table (a dimension: districts, schools, counties, tracts, block_groups, or demographics): its key columns (schools use district_code plus school_code together), the at…Read-only
  • get_dimensionThe rows of one shared lookup table: district, school, county, census tract, or demographic codes with their names and attributes, in key order so paging is stable. describe_dimension gives the schem…Read-only
  • get_contractThe full data contract of one dataset (kind='topic') or lookup table (kind='dimension'): the machine-readable document, in the Open Data Contract Standard (ODCS) v3.2 format, that defines its columns…Read-only
  • lookup_school_zoneWhich Georgia public school attendance zones (elementary, middle, high) contain a place, or (attendance_rules=true) how attendance zones work in Georgia. Give exactly one of: lat and lon; an address…Read-only
  • link_tablesThe tables link_query can read and the keys that join them: datasets to lookup tables to Census geography. With no arguments, a short index: each dataset's `table` name for SQL (e.g. 'education.atten…Read-only
  • link_queryRuns one read-only SQL query across datasets, for analysis the per-dataset filters cannot express, such as joining education, Census, immigration, or health figures to a lookup table or to each other…Read-only

Audit history

  1. Nov 13Passed

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 200385 ms
initializedHTTP 202184 ms
tools/listHTTP 200226 ms
resources/listHTTP 200220 ms
prompts/listHTTP 200195 ms
unknown-methodHTTP 200210 ms

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