# Roadmap
## Future Improvements
- Add more granular filtering options for search results
- Implement caching for frequently accessed data
- Add support for bulk operations on issues
### Search Improvements
- Add automatic space-to-underscore conversion in table/column searches
- Implement fuzzy matching or wildcards for more flexible searches
- Add search result caching to avoid repeated API calls
- Consider parallel searching across Bigeye and Atlan
### Cross-System Integration
- Add mapping between Bigeye and Atlan naming conventions
- Help correlate the same assets across both systems
### Error Handling
- Fix JSON parsing exceptions in Bigeye responses
- Add retry logic for recoverable errors
- Better error messages when searches return no results
## New Tools to Implement
### Core Health & Issue Tools
1. **get_active_issues** (enhancement of existing `get_issues`)
- Params: `severity_filter`, `schema_filter`, `owner_filter`, `time_window`
- Purpose: More focused filtering than current `get_issues`
### Metric Management Tools
2. **get_metric_coverage**
- Params: `table_identifier`
- Purpose: Identify monitoring blind spots
3. ~~**create_metric**~~ ✅ Implemented
- Params: `table_name`, `metric_type`, `column_name`, `schema_name`, `table_id`, `name`, `description`, `lookback_type`, `lookback_interval_type`, `lookback_interval_value`, `filters`, `group_bys`
- Includes: metric type validation, column type compatibility checks, lookback enum mapping, error propagation
4. **get_metric_history**
- Params: `metric_id`, `time_range`
- Purpose: Trend analysis and pattern detection
### Tag Management Tools
10. ~~**list_tags, create_tag, update_tag, delete_tag, tag_entity, untag_entity, list_entity_tags**~~ ✅ Implemented
- Full CRUD for workspace tags (v2 API) plus tag/untag any entity type
- Supports: metrics, tables, columns, schemas, sources, deltas, SLAs, custom rules
- Includes: entity type validation/normalization, color hex validation, name length validation
### Incident Management Tools
5. **get_sla_compliance**
- Params: `table_identifier`, `time_period`
- Purpose: Track service level compliance
### Analytics & Reporting Tools
6. **generate_quality_report**
- Params: `scope` (schema/owner/tag), `time_period`, `format`
- Purpose: Executive reporting and trending
7. **get_anomaly_patterns**
- Params: `table_identifier`, `lookback_period`
- Purpose: Identify systemic problems
### Integration Tools (Bigeye + Atlan)
8. **validate_catalog_coverage**
- Params: `atlan_catalog_filter`
- Purpose: Ensure comprehensive monitoring coverage
9. **enrich_issue_context**
- Params: `issue_id`
- Purpose: Issue details enriched with Atlan metadata (owners, documentation, tags)
## MCP Resources to Implement
### Data Quality Resources
- `resource://issues/active` — Active issues with schema/severity filtering
- `resource://issues/recent` — Recently resolved or updated issues
### Data Catalog Resources
- `resource://datasources` — All configured data sources
- `resource://schemas/{datasource_id}` — Schemas in a data source
- `resource://tables/{schema_id}` — Tables in a schema
- `resource://columns/{table_id}` — Columns in a table
### Monitoring Configuration Resources
- `resource://metrics/available` — Available metric types
- `resource://metrics/configured/{table_id}` — Configured metrics for a table
- `resource://deltas` — Data delta configurations
### Data Quality Dimensions Resources
- `resource://dimensions` — DQ dimension definitions
- `resource://dimensions/scores/{table_id}` — DQ scores by dimension for a table
### Operational Resources
- `resource://sla/definitions` — SLA definitions
- `resource://lineage/graph/{node_id}` — Lineage graph for a node
- `resource://notifications/rules` — Notification rules
- `resource://glossary/terms` — Business glossary terms
