[{'Text': 'Edited point-topic-mcp/AGENTS.md:\n\n```diff\n@@ -242,16 +242,18 @@\n \n ## GBS Tools (requires: `PT_RESEARCH_DATABASE_URI`, mongosh)\n \n-| Function | Description |\n-|----------|-------------|\n-| `gbs_tools_list_operators` | List by country, returns Operator collection docs |\n-| `gbs_tools_get_gbs_status` | Statistics status for operator (with quarter distance) |\n-| `gbs_tools_add_statistic` | Insert Statistics document |\n-| `gbs_tools_create_source` | Create Source record (with optional S3 archival) |\n+| Function | Description | Key Args |\n+|----------|-------------|----------|\n+| `gbs_tools_gbs_get_status` | Status at any zoom level (country → operator → period). Single batched `$lookup` aggregation, not N+1. | `country`, `operator` (opt), `period` (opt, defaults current) |\n+| `gbs_tools_gbs_add_statistic` | Insert a pending Statistics record (state: 1). Auto-fills operator name/country, checks duplicate. | `type`, `operator_id`, `period`, `tech`, `channel`, `domain`, `subscribers` |\n+| `gbs_tools_gbs_create_source` | Create Source record linking data to its origin (URL/file). Optional S3 archival. | `operator_id`, `year`, `quarter`, `type`, `url` (opt), `file_url` (opt) |\n \n Requires mongosh on PATH (install: `point-topic-mcp-install-mongosh`).\n \n Valid enums: types=`[broadband, mobile, iptv]`, channels=`[Infrastructure, Retail]`, domains=`[Residential, Business, Total]`\n+States: 1=pending, 2=approved, 3=published\n+\n+Admin interface: `https://pt-research-app.vercel.app/operators/{operator_id}/statistics`\n \n ## GitHub Tools (requires: `GITHUB_TOKEN`)\n \n\n```'}]