> 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/2.1.-activation-criteria.md).

# 2.1. Activation Criteria

The MCP activates when ALL of the following conditions are met:

#### 3.1 Query Intent Classification

* **Investment Research Intent**: Query must relate to:
  * Financial analysis
  * Company performance
  * Competitive analysis
  * Risk assessment
  * Regulatory compliance
  * ESG factors

#### 3.2 Company Identification

* **Company Count**: 1-5 identifiable public companies
* **Identification Methods**:
  * Company name (exact or fuzzy match)
  * Ticker symbol
  * ISIN, CIK, or other identifiers
* **Validation**: Companies must exist in official filings database

#### 3.3 Query Complexity

* **Suitable Complexity**: Questions that benefit from document analysis
* **Excluded Queries**:
  * Simple factual lookups (e.g., "What is Apple's ticker?")
  * Real-time data requests (e.g., "Current stock price")
  * Overly broad analysis (e.g., "Analyze all tech companies")

#### 3.4 Language Requirements

* **Supported Languages**: Language: See Appendix A “Language Description”
* **Character Limit**: Maximum 500 characters per query