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moiosintel

kd-scout

by moiosintel
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

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

Related MCP server: mcp-gsc-advanced

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

Install Server
A
license - permissive license
A
quality
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Tools

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