Georgia Prisoners' Speak Public Data is an MCP server with 18 tools an agent can call, among them get_contraband_incidents, get_contraband_summary, get_drug_admissions. It answers at https://data.gps.press/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 12 September 2026; the last check, on 24 October 2026, succeeded.
Read-only public data on Georgia's prisons: population, facilities, deaths, contraband, statutes.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
get_contraband_incidents | Incidents from GDC's own published contraband arrest reports (2016-present, ~960 incidents): one row per incident with GDC's wording verbatim, the people as GDC categorised them (staff / officer / contract staff / visitor / civilian), the i Inputs: facility, year, actor_category, item_category, arrest_made, q |
get_contraband_summary | Summaries of GDC's published contraband arrest reports. `by` = year | facility | actor-category | role | item-category | stats. Optional facility slug / year filters (not for stats). Counts arrests as GDC reported them; GDC's own running ta Inputs: by, facility, year |
get_drug_admissions | Admissions to Georgia prisons on drug offenses for the latest published report year, broken down by sex, age band and related measures. |
get_facility | One facility's full public record plus its most recent state health inspection, if GPS has one. `slug` is the facility's gps.press slug, e.g. 'macon-state-prison'. Use list_facilities to find it. Inputs: slug |
get_facility_staff_roster | Staff headcount and list for one GDC facility, from a GDC-produced roster. Answers "how many staff work at X", "how many officers work there", "list the staff at X". `slug` is the facility slug, e.g. 'dooly-state-prison' (use list_facilitie Inputs: slug, title, limit |
get_gps_guide | GPS's orientation file for AI clients (llms.txt) — READ THIS FIRST. Carries the things the data tools cannot: which figure to lead with when two are defensible, how to label budget figures, the exact date of the DOJ findings report, and the |
get_length_of_stay | How long people actually serve in Georgia, by offense and year: average sentence, years served, percentage of sentence served, share released on parole, and the lifer figures — plus the trend summary. `offense` and `year` are passed to the Inputs: offense, year, summary_only |
get_mortality_data | Deaths in GDC custody since 2020 — yearly and monthly counts, cause-of- death breakdown, deaths by facility, facility type, security level and age. With no arguments this returns the whole published document plus a list of its sections. `se Inputs: section, year, facility_contains |
get_ocga_section | Full text of a section of the Official Code of Georgia Annotated from GPS's public mirror. `section` is the bare citation without the 'O.C.G.A. §' prefix, e.g. '9-14-42', '42-5-2', '17-9-4'. Inputs: section |
get_page | Read any gps.press page as clean Markdown. Every page on the site has a Markdown twin at the same URL with `.md` appended; this fetches it. Accepts a full URL, a path, or a bare slug — '/vision2027/', 'vision2027', and the full https URL al Inputs: path, offset, limit |
get_parole_statistics | Georgia parole decisions by year — the series GPS assembled from the State Board of Pardons and Paroles' own annual reports, with the metric definitions and the instruments note that says how they were built. |
get_population_snapshot | Latest GDC population snapshot (the weekly 'Friday report'): `total_in_gdc_custody` (every GDC bed type, including probation detention centers and RSAT), the jail backlog, and the facility-type components. The total is the ONLY population f |
get_settlements_data | What Georgia has paid to settle prison death and injury claims — the 'What Georgia Pays' analysis of state settlement records, returned as the published markdown. |
get_system_statistics | Headline statistics for the Georgia prison system: population, mortality, demographics, facility counts, releases and health measures, with the update date and data source GPS assembled them from. |
list_facilities | List Georgia prison facilities with location, operator, security level, capacity, population, warden and latest food-safety score. Optional filters are applied to the public list after it is fetched: facility_type (e.g. 'State Prison', 'Tra Inputs: facility_type, county, active_only, name_contains |
list_intelligence | List GPS intelligence briefings — per-facility and per-issue analyses. `kind` filters to 'facility' or 'issue'; `contains` filters on the slug. Read any of them in full with get_page(), e.g. get_page('intelligence/facility/dooly-state-priso Inputs: kind, contains |
search_quotes | Search GPS's published quote collection — statements from incarcerated people, families, officials and staff that GPS has already published. `attribution_type` is 'named' or 'anonymous'. `category` is one of the published categories (call w Inputs: search, category, attribution_type, page, per_page |
search_site | Search gps.press — articles, data pages, research library topics and facility pages — and get back ranked titles, URLs and summaries. This reads the public /find/ results page. GPS publishes no JSON search API, so results are parsed out of Inputs: query, limit |
Every block below points at https://data.gps.press/mcp. Pick your client and copy.
claude mcp add --transport http georgia-prisoners-speak-public-d https://data.gps.press/mcp
{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://data.gps.press/mcp"]
}
}
}{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"url": "https://data.gps.press/mcp"
}
}
}{
"servers": {
"georgia-prisoners-speak-public-d": {
"type": "http",
"url": "https://data.gps.press/mcp"
}
}
}{
"context_servers": {
"georgia-prisoners-speak-public-d": {
"url": "https://data.gps.press/mcp"
}
}
}{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"serverUrl": "https://data.gps.press/mcp"
}
}
}{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"url": "https://data.gps.press/mcp"
}
}
}name: Georgia Prisoners' Speak Public Data
version: 0.0.1
schema: v1
mcpServers:
- name: Georgia Prisoners' Speak Public Data
type: streamable-http
url: https://data.gps.press/mcp{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"httpUrl": "https://data.gps.press/mcp"
}
}
}{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"type": "http",
"url": "https://data.gps.press/mcp"
}
}
}{
"mcpServers": {
"georgia-prisoners-speak-public-d": {
"url": "https://data.gps.press/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fdata.gps.press%2Fmcp&type=streamable_http&id=georgia-prisoners-speak-public-d&name=Georgia%20Prisoners%27%20Speak%20Public%20Data
It answered our last check on 24 October 2026 in 362 ms. Over 6 checks since 12 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by gps.press and served from data.gps.press, the vendor's own domain: https://data.gps.press/mcp.
18, as returned by the server's own tools/list on 23 September 2026: get_contraband_incidents, get_contraband_summary, get_drug_admissions, get_facility, get_facility_staff_roster, get_gps_guide, get_length_of_stay, get_mortality_data, and 10 more.
It answered our last check on 24 October 2026 in 362 ms. Over 6 checks since 12 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://data.gps.press/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: press.gps. Endpoint host: data.gps.press. ARD identifier: urn:air:press.gps:mcp:gps-public-data.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.