kd-scout

kd-scout is a zero-dependency MCP server for arithmetic calculations in keyword research. According to its public description, it mainly provides three capabilities: keyword difficulty estimation, opportunity scoring, and structured content briefs. The tool can run in any environment that supports Python 3.10+, without installing any packages; in deterministic mode, it also requires no API key. It can be used by any MCP client pointed directly at the module. Its scoring model is derived from Groundwork's currency and tool research editorial process, which screens hundreds of candidate keywords each week. Currently, publicly available information does not provide specific installation commands, detailed usage steps, billing methods, platform limitations, or integration instructions with other tools; this information is not yet available.