> For the complete documentation index, see [llms.txt](https://docs.orbitfin.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.orbitfin.ai/orbit-api-reference/mcp/2.-orbit-public-company-research-mcp/2.6.-usage-examples.md).

# 2.6. Usage Examples

#### Example 1: Single Company Analysis

**Query**: "What are the main risk factors for Tesla according to their latest 10-K?"

**MCP Activation**: ✓ (Single company, investment research focus, official document request)

**Expected Response**: Detailed analysis of risk factors from Tesla's most recent 10-K filing with specific citations

#### Example 2: Peer Comparison

**Query**: "Compare the gross margins of Nike and Adidas over the past 2 quarters"

**MCP Activation**: ✓ (2 companies, financial metric comparison, suitable scope)

**Expected Response**: Comparative analysis with tables showing gross margins from recent quarterly filings

#### Example 3: Multi-Language Query

**Query**: "比较苹果和微软的研发支出" (Chinese: Compare Apple and Microsoft's R\&D spending)

**MCP Activation**: ✓ (Supports all languages, 2 companies, clear research intent)

**Expected Response**: Analysis in the query language with data from official filings

#### Example 4: Too Many Companies

**Query**: "Analyze the debt levels of all FAANG stocks plus Tesla, Nvidia, and AMD"

**MCP Activation**: ✗ (8 companies exceeds limit of 5)

**Expected Response**: Error message suggesting to limit query to 5 companies

#### Example 5: Non-Research Query

**Query**: "What's the current stock price of Apple?"

**MCP Activation**: ✗ (Real-time data request, not document-based research)