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For the complete documentation index, see llms.txt. This page is also available as Markdown.

2.2. Available Tools

The Orbit MCP provides two core tools that work together to process your investment research queries:

Tool 1: analyze_query_intent

Purpose: Analyzes your research question and extracts structured data from company filings.

What it does:

Step 1: Language Detection

  • Automatically detects the language of your query

  • Supports 69 languages (see supported language list)

  • Validates that your query is clear and actionable

Step 2: Company Identification

  • Identifies all companies mentioned in your query

  • Maps company names to official identifiers

  • Verifies companies are available in our database

  • Limit: Maximum 5 companies per query

Step 3: Query Breakdown

  • Breaks down your main question into 3-10 focused sub-questions

  • Covers multiple analytical angles, such as:

    • Financial performance metrics

    • Year-over-year growth trends

    • Competitive positioning

    • Risk factors and challenges

    • Business segment analysis

Step 4: Data Retrieval

  • Searches official SEC filings for each sub-question

  • Extracts relevant facts, figures, and insights

  • Includes source references for all data points

Tool 2: synthesize_research_report

Purpose: Combines all findings into a comprehensive, easy-to-read research report.

What it includes:

  • Executive Summary - Key takeaways at a glance

  • Detailed Analysis - In-depth findings with supporting data

  • Data Tables - Structured metrics and comparisons

  • Source Citations - Full references to original filings

  • Limitations - Any caveats or data gaps

How It Works

  1. Submit your research question

  2. analyze_query_intent processes and researches your query

  3. synthesize_research_report generates your final report

  4. Review the comprehensive analysis with citations

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