kd-scout
Zero-dependency MCP server: keyword difficulty, opportunity scoring, content briefs
README
kd-scout
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.
Tools
| 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 |
Install
pip install kd-scout
kd-scout # stdio MCP server
Or point any MCP client at the module directly:
{"command": "kd-scout"}
Production use
The scoring model is derived from the editorial pipeline behind Groundwork's money & tools research, where it screens hundreds of candidate keywords weekly.
License
MIT
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