Fluently MCP Server

Example Use Cases

• 1

  Embed 4D scoring into AI workflows for quality assurance.

• 2

  Expose AI output quality checks within IDEs or AI chat contexts.

• 3

  Integrate human oversight and accountability into AI-assisted tasks.

Description

The Fluently MCP Server integrates the 4D Framework scoring directly into AI contexts such as Claude or IDE plugins, exposing functions like score_delegation(), evaluate_discernment(), and check_diligence() to assess AI output quality. It enables teams and developers to verify and improve AI-human collaboration workflows by scoring delegation, description, discernment, and diligence dimensions. This helps ensure clarity, accountability, and quality in AI-assisted tasks.