MCP server

Georgia Prisoners' Speak Public Data

press.gps/gps-public-data

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

gps.press (verified by the MCP Registry)

Status

Working at last check

Tools

23

Token cost

About 5,003 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http gps-public-data https://data.gps.press/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.gps-public-data]
url = "https://data.gps.press/mcp"

Gemini CLI

{"mcpServers":{"gps-public-data":{"httpUrl":"https://data.gps.press/mcp"}}}

Cursor

{"mcpServers":{"gps-public-data":{"url":"https://data.gps.press/mcp"}}}

VS Code

{"servers":{"gps-public-data":{"type":"http","url":"https://data.gps.press/mcp"}}}

Antigravity

agy mcp add gps-public-data https://data.gps.press/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"gps-public-data","server_url":"https://data.gps.press/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gps-public-data","server_url":"https://data.gps.press/mcp"}

Tools

• get_contraband_incidents ~475 tokens
  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/): one row per incident with GDC's wording verbatim, the people as GDC categorised them (staff / offi
• get_contraband_summary ~186 tokens
  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 tally is not used because it is not a consistent s
• get_drug_admissions ~79 tokens
  Admissions to Georgia prisons on drug offenses for the latest published report year, broken down by sex, age band and related measures.
• get_facebook_posts ~374 tokens
  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 people, former officers, advocates), newest first, each with its author, date, link and label:
• get_facility ~112 tokens
  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.
• get_facility_staff_roster ~376 tokens
  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_facilities to find it). `title` optionally filters
• get_gps_guide ~164 tokens
  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 claims GPS has publicly corrected and will not
• get_historical_events ~188 tokens
  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 order voiding it, the 2006 and 2008 changes, HB 1176 in 2012), each with its source and quote.
• get_historical_series ~326 tokens
  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' definition BREAKS (never read one trend across a break). Get slugs from list_historical_series, e.g. deat
• get_length_of_stay ~318 tokens
  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` is a case-insensitive substring of GDC's offense name (e.g. 'murder', 'b
• get_mortality_data ~280 tokens
  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. `section` returns one section by name (e.g. 'YEARL
• get_ocga_section ~116 tokens
  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'.
• get_page ~256 tokens
  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 all work, with or without '.md'. Covers arti
• get_parole_statistics ~242 tokens
  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. `metric` (exact name from the `metrics` list, e.g. 'cases_considered'), `f
• get_population_snapshot ~134 tokens
  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 figure; the components are parts of it, not
• get_settlements_data ~89 tokens
  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 ~99 tokens
  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 ~272 tokens
  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', 'Transitional Center', 'County Prison'), county
• list_historical_series ~231 tokens
  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 reports, the Bureau of Justice Statistics, the State Board of Pardons and Paroles, DOJ, the AJC
• list_intelligence ~188 tokens
  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-prison'). Both kinds are discovered from GPS's
• search_historical_data ~96 tokens
  Find GPS Historical Data series and dated rule changes by words, e.g. "homicide", "parole", "life", "AIDS", "population", "90%".
• search_quotes ~230 tokens
  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 with no arguments and read the results, or see
• search_site ~172 tokens
  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 the rendered page; treat the ranking as the

Browse

• Facebook tools
• Spreadsheets
• Converting to Markdown
• Social media
• Calendars

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