io.github.samouh-waleed/prompyai

MCPcommunity
v0.1.1io.github.samouh-waleedUnknownUpdated 6mo agonpmGitHub

Scores your prompts against your real codebase — context-aware prompt intelligence

Context-aware prompt intelligence MCP server for Claude CLI. Scores your prompts against your real codebase and rewrites them with AI. No sign-up. No config. Works immediately. Requires Node.js 20+. Every time you write a prompt in Claude CLI, PrompyAI automatically: 1. Scores it (0–100) across Specificity, Context Completeness, Task Clarity, and File & Folder Anchoring 2. Suggests improvements…

Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
1GitHub stars
6mo agoLast update
Package
Authorio.github.samouh-waleed
LicenseUnknown
Version0.1.1
Sourcemcp-registry
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
→ Included automatically when the publisher runs `forge publish`
—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
Dependencies✓ 60 resolved+ · none vulnerable
Tool surface3 tools · 1 privileged
Security scan✓ Cleanv0.1.4 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

3 tools · 1 privileged
Statically extracted from the published packagev0.1.4 · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

evaluate_promptprivilegedNo description published

This tool published no description. Forge does not invent one.

get_contextNo description published

This tool published no description. Forge does not invent one.

prompyai_toggleNo description published

This tool published no description. Forge does not invent one.

0 of 3 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

Context-aware prompt intelligence MCP server for Claude CLI. Scores your prompts against your real codebase and rewrites them with AI. No sign-up. No config. Works immediately. Requires Node.js 20+. Every time you write a prompt in Claude CLI, PrompyAI automatically: 1. Scores it (0–100) across Specificity, Context Completeness, Task Clarity, and File & Folder Anchoring 2. Suggests improvements tailored to your project 3. Rewrites the prompt with real file paths, verified symbols, and codebase…

Keywords
mcp
Alternatives
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No dependency coverage

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