2.2. Available Tools

The MCP workflow consists of the following tools that process your investment research queries:

analyze_query_intent

• Validates and identifies the query language

• Supports all major languages

• Extracts key financial terminology

• Identifies query intent

identify_companies

• Extracts company references from query

• Maps to official entity identifiers

• Validates companies exist in knowledge base

• Returns error if >5 companies detected

decompose_research_query

• Decomposes main query into analytical components

• Generates 3-10 relevant sub-questions

• Examples of sub-questions:

  • Financial metrics analysis

  • Year-over-year comparisons

  • Peer benchmarking

  • Risk factor assessment

  • Segment performance analysis

filings_extract_answers

• Each sub-question queries the official filings

• Retrieves relevant document sections

• Extracts quantitative and qualitative data

• Maintains source citations for transparency

synthesize_research_report

• Aggregates all sub-question answers

• Creates coherent narrative analysis

• Includes:

  • Executive summary

  • Detailed findings with data

  • Tables and metrics where applicable

  • Complete source citations

  • Relevant limitations or caveats