io.github.rishiatlan/claude-prompt-optimizer

MCPcommunity
v2.2.2io.github.rishiatlanUnknownUpdated 7mo agonpmGitHub

Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.

The control plane for AI prompts. Score, enforce policy, lock config, and audit every prompt decision. Free tier included. Prompts run without any quality check. "Make the code better" gives Claude no constraints, no success criteria, and no target — leading to unpredictable results and wasted compute. No structure scoring, no ambiguity detection. Even experienced engineers skip success criteria,…

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 →
2GitHub stars
7mo agoLast update
Package
Authorio.github.rishiatlan
LicenseUnknown
Version2.2.2
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 surface20 tools · 1 privileged
Security scan✓ Cleanv5.0.2 · 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

20 tools · 1 privileged
Statically extracted from the published packagev5.0.2 · 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.

optimize_promptNo description published

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

refine_promptNo description published

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

approve_promptNo description published

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

estimate_costNo description published

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

compress_contextNo description published

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

check_promptNo description published

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

configure_optimizerNo description published

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

get_usageNo description published

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

prompt_statsNo description published

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

set_licenseNo description published

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

license_statusNo description published

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

classify_taskNo description published

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

route_modelNo description published

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

pre_flightNo description published

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

prune_toolsNo description published

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

list_sessionsNo description published

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

export_sessionNo description published

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

delete_sessionprivilegedNo description published

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

purge_sessionsNo description published

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

save_custom_rulesNo description published

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

0 of 20 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

The control plane for AI prompts. Score, enforce policy, lock config, and audit every prompt decision. Free tier included. Prompts run without any quality check. "Make the code better" gives Claude no constraints, no success criteria, and no target — leading to unpredictable results and wasted compute. No structure scoring, no ambiguity detection. Even experienced engineers skip success criteria, constraints, and workflow steps. This linter flags structural gaps before you send. Cost is…

Keywords
mcp
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