The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Kd Scout listing page.
Zero-dependency MCP server for keyword research arithmetic: difficulty estimation, opportunity scoring, and structured content briefs. Runs anywhere Python 3.10+ runs - no packages, no API keys required for the deterministic mode.
| Tool | Input | Output |
|---|---|---|
keyword_difficulty | keywords[] | per-keyword difficulty 0-100 |
opportunity_score | difficulty, monthly_volume | blended 0-100 score |
content_brief | topic | H2 outline, word-count target, FAQs, schema type |
Or point any MCP client at the module directly:
The scoring model is derived from the editorial pipeline behind Groundwork's money & tools research, where it screens hundreds of candidate keywords weekly.
MIT