Here is the comprehensive understanding of all 19 MCP tools. Here’s the complete analysis:

📋 Complete MCP Tool Inventory (19 Tools)

NSS Tools (4 tools):

1. nss_analyze – News search analysis with entities, keywords, date ranges
2. nss_market_data – Add market data to NSS results
3. nss_composite_score – Calculate composite keyword scores
4. nss_full_pipeline – Complete NSS workflow RBICS Tools (4 tools):
5. rbics_with_revenue – Revenue composition data by entities/sectors
6. rbics_focus – RBICS focused composition data
7. rbics_structure – RBICS sector structure data
8. rbics_hierarchy – RBICS hierarchy data PA (Portfolio Analysis) Tools (6 tools):
9. pa_analyze_portfolio – Portfolio backtesting & analysis
10. pa_upload_portfolio – Upload portfolio files (CSV/Excel)
11. pa_list_components – List available analysis components
12. pa_get_benchmarks – Get available benchmarks
13. pa_get_holdings – Retrieve portfolio holdings
14. pa_analyze_with_spar – Combined PA + SPAR analysis Other Tools (5 tools):
15. spar_returns_table – SPAR returns analysis
16. get_universe – Primary listed data with market info
17. get_relationship – Entity relationships (competitors, suppliers, etc.)
18. quantum_computing_recon – Quantum computing portfolio analysis
19. weighting_placeholder – (Placeholder, not implemented) 🔧 Key Parameter Patterns: Common Parameters:

• entity_ids: List of FactSet entity IDs (e.g., [“05HZV9-E”, “001MF1-E”])
• day/date: Format YYYYMMDD (e.g., “20250925”)
• file_path: CSV/Excel file paths
• start_date/end_date: Date ranges
• benchmark: IDs like “BENCH:DJII”, “12490H10” File Input Support: Most tools support both direct parameters AND file input