MCPquality 0.55
Prompt Control Plane
Scores, optimizes, and enforces policy on AI prompts with cost estimation across models.
What it does
Scores, optimizes, and enforces policy on AI prompts with cost estimation across models.
Provides prompt quality scoring, optimization, cost estimation, and policy enforcement for AI workflows. Includes pre-flight analysis, ambiguity detection, smart compression, model routing intelligence, and human-in-the-loop approval gates. Available as both a CLI tool and GitHub Action.
Capabilities
mcptransport-stdioopen-source
Server
Quality
0.55/ 1.00
deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 1 github stars · registry-generated description present
Provenance
Indexed frompulsemcp
Enriched2026-05-15 05:22:25Z · deterministic:mcp:v1 · v1
First seen2026-04-28
Last seen2026-05-15