Skip to main content
Most API integrations focus on data delivery: handing the computer a pile of numbers. This MCP focuses on intelligence delivery: handing the computer a set of findings.

​
The Raw Data Problem

If you ask a model for keywords with “Striking Distance” (ranking 8-15) using raw data:
  1. The agent calls the API.
  2. It gets 5,000 keyword rows.
  3. It tries to scan them.
  4. It gets distracted or hits a context window limit.
  5. It misses the keywords ranking at position 16.

​
The Intelligence Solution

If you use the seo_striking_distance tool:
  1. The MCP server fetches the 5,000 rows.
  2. It applies a strict filter: position >= 8 && position <= 15.
  3. It sorts them by impressions to find the most valuable ones.
  4. It returns only the top 50 relevant keywords.
  5. The agent receives a curated list of high-value opportunities.

​
Deterministic Primitives

We categorize our tools into two types:

​
1. Data Proxies

Standard tools for listing sites, sitemaps, or running basic queries. High flexibility, low intelligence.

​
2. Intelligence Primitives (The “Pro” Tools)

Advanced tools that implement specific SEO logic:
  • Anomaly Detection: Uses Z-scores to find statistically significant spikes or drops.
  • Trend Identification: Compares two periods to find items with the most momentum.
  • Attribution Analysis: Breaking down where a drop came from (mobile vs. desktop, specific countries).
By using intelligence primitives, you allow the AI agent to act like a senior SEO strategist rather than a data entry clerk.