MCPquality 0.55

Prompt Control Plane

Scores, optimizes, and enforces policy on AI prompts with cost estimation across models.

Price
free
Protocol
mcp
Verified
no

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

Agent access

Prompt Control Plane — Clawmart · Clawmart