[{'Text': 'Found 8 matches:\n\n## Matches in point-topic-mcp/.dev/dataset_addition_prompt_template.md\n\n### # dataset addition prompt template › L3-4\n```\nuse this template when adding a new dataset to the point topic mcp server.\n\n```\n\n### # dataset addition prompt template › ## prompt for agent › L8-18\n```\ni need to add a new dataset called "{DATASET_NAME}" to the point topic mcp server.\n\n**database context**:\n- database/schema: {DATABASE_SCHEMA_NAME}\n- main tables: {LIST_OF_MAIN_TABLES}\n- data description: {BRIEF_DESCRIPTION_OF_DATA}\n\n**requirements**:\n1. create `src/point_topic_mcp/context/datasets/{dataset_name}.py`\n2. implement `get_dataset_summary()` - keep extremely concise (visible to agents always)\n3. implement `get_db_info()` with:\n```\n\n17 lines remaining in ancestor node. Read the file to see all.\n\n### # dataset addition prompt template › ## example usage › L40-49\n```\ni need to add a new dataset called "tariffs" to the point topic mcp server.\n\n**database context**:\n- database/schema: tariff_core.reports\n- main tables: tariff_plans, tariff_pricing, tariff_features\n- data description: uk broadband service pricing and plan details by isp\n\n**requirements**:\n[...rest of template...]\n```\n```\n\n## Matches in point-topic-mcp/README.md\n\n### # Point Topic MCP Server › ## adding new datasets › ### dataset structure › L372-373\n```\neach dataset is a python module in `src/point_topic_mcp/context/datasets/` with two required functions:\n\n```\n\n## Matches in point-topic-mcp/docs/gbs-tools.md\n\n### # GBS Tools Documentation › ## Testing › L241-242\n```\nPT_RESEARCH_DATABASE_URI=$(tr -d \'\\n\' < .mongodb_uri) uv run python -m point_topic_mcp.tools.gbs_tools\n```\n```\n\n## Matches in point-topic-mcp/src/point_topic_mcp/context/__init__.py\n\n### L1-2\n```\n"""Context and dataset information for Point Topic MCP."""\n\n```\n\n## Matches in point-topic-mcp/src/point_topic_mcp/context/datasets/__init__.py\n\n### L1-2\n```\n"""Dataset modules for Point Topic MCP."""\n\n```\n\n## Matches in point-topic-mcp/src/point_topic_mcp/prompts/upc_prompts.py\n\n### def answer_upc_client_email_question › L62-66\n```\n   - What filters are they using? (ISP names, technology types, geography)\n   - Are they using correct column names and joins?\n3. **Query the data**: Use Point Topic MCP to verify numbers and reproduce their results\n   - Start with simple counts to verify data exists\n   - Check ISP/operator names in ontology if filtering by supplier\n```\n'}]