Georgia Prisoners' Speak MCP MCP server

A read-only MCP server providing public data on Georgia's prison system, including population statistics, facility inspections, deaths in custody, parole decisions, settlements, and sentence lengths. It allows AI assistants to fetch accurate, sourced data directly from GPS publications without requiring login credentials.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-05Operated by Georgia Prisoners' Speak

MCP endpoint (Streamable HTTP)

https://data.gps.press/mcp

Vendor documentation

What you can do with it

Retrieve latest GDC population snapshots and system statistics
Access facility health inspections and mortality registry data
Analyze parole decisions and sentence length trends
Search for legal settlements and contraband arrest records

Tools advertised by the last live check:

get_population_snapshot
get_system_statistics
list_facilities
get_facility_staff_roster
get_facility
get_parole_statistics
get_ocga_section
get_mortality_data
get_settlements_data
get_contraband_incidents
get_contraband_summary
list_historical_series
get_historical_series
search_historical_data
get_historical_events
search_quotes
get_length_of_stay
get_drug_admissions
search_site
get_gps_guide
get_page
list_intelligence

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http georgia-prisoners-speak-mcp https://data.gps.press/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add georgia-prisoners-speak-mcp --url https://data.gps.press/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable georgia-prisoners-speak-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "georgia-prisoners-speak-mcp": {
      "url": "https://data.gps.press/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.

Cline configuration

{
  "mcpServers": {
    "georgia-prisoners-speak-mcp": {
      "type": "streamableHttp",
      "url": "https://data.gps.press/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start georgia-prisoners-speak-mcp and inspect its tools.

VS Code configuration

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

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http georgia-prisoners-speak-mcp https://data.gps.press/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "georgia-prisoners-speak-mcp": {
      "url": "https://data.gps.press/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "georgia-prisoners-speak-mcp": {
      "serverUrl": "https://data.gps.press/mcp"
    }
  }
}

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