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MCP live MCP 2025-11-25 streamable-http

Georgia Prisoners' Speak Public Data

press.gps/gps-public-data

Read-only public data on Georgia's prisons: population, facilities, deaths, contraband, statutes.

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
1012ms
last probe
Tools
26
callable
Resources
0
readable
Prompts
0
available
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
26 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
26 items in total; 3 or more earns these points.
pass Describes itself 10/10
97 characters; more than 30 earns these points.

Tools · 26

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-typ…

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 f…

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 …

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 sl…

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 …

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 …

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-…

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 pu…

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_contraband_incidents

Incidents from GDC's own published contraband arrest reports (2010-present, ~1,600 incidents, including reports that survive only in the Internet Archive; page: gps.press/contraband-data/): on…

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 ar…

get_facebook_posts

What people on Facebook are saying about Georgia's prisons: public posts in the Ga. Prisons Exposed group and comments on GPS's own Facebook posts that GPS kept (families, formerly incarcerated pe…

get_health_staffing

Medical staffing in Georgia's prisons under the Department of Corrections' contract with Centurion of Georgia LLC: the hours the contract's staffing matrix requires vs the hours Centurion reports …

get_public_records

Open-records requests Georgia Prisoners' Speak made to Georgia agencies under the Georgia Open Records Act, published with every document the agency released, so a cited source can be checked. …

search_public_records

Full-text search INSIDE the documents Georgia agencies released to Georgia Prisoners' Speak under the Georgia Open Records Act and GPS has published at https://gps.press/records/ (contracts, purch…

list_historical_series

GPS Historical Data (page: gps.press/historical-data/): the catalog of yearly series on Georgia's prisons, 1925-present. Each series is ONE publisher's measure (GDC and Board of Corrections annual…

get_historical_series

One GPS Historical Data series by year: every value with the source's own label, the source (publisher, title, page, URL) and the exact quote it was checked against, plus the series' definitio…

search_historical_data

Find GPS Historical Data series and dated rule changes by words, e.g. "homicide", "parole", "life", "AIDS", "population", "90%".

get_historical_events

Dated changes to Georgia parole and sentencing rules and the court rulings on them, 1908-present (the 1979 guidelines grid, the 1994-95 Sentence Reform Act, the 1998 90% policy, the 2005 Fulton …

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'. `cat…

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 …

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.

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 …

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, t…

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 — '/visi…

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. …

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://data.gps.press/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "georgia_prisoners\u0027_speak_public_data": {
      "url": "https://data.gps.press/mcp",
      "transport": "streamable-http"
    }
  }
}