io.github.mdfifty50-boop/qc-validator

MCPcommunity
v0.1.3io.github.mdfifty50-boopUnknownUpdated 5mo agonpmGitHub

Output quality control and validation for AI agents

Runtime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP. Score agent output against configurable criteria: length limits, required keywords, forbidden patterns, and factual claim density. Estimate hallucination likelihood. With source text, checks sentence-level grounding. Without source, flags outputs dense with…

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 →
5mo agoLast update
Package
Authorio.github.mdfifty50-boop
LicenseUnknown
Version0.1.3
Sourcemcp-registry
npmqc-validator-mcp
GitHubmdfifty50-boop/qc-validator-mcp
SBOMCycloneDX 1.6 ↓
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 surface6 tools · none privileged
Security scan✓ Cleanv0.1.3 · 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

6 tools · none privileged
Statically extracted from the published packagev0.1.3 · 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.

validate_outputNo description published

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

check_hallucination_riskNo description published

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

check_scope_complianceNo description published

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

log_validationNo description published

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

get_failure_patternsNo description published

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

generate_quality_reportNo description published

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

0 of 6 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

Runtime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP. Score agent output against configurable criteria: length limits, required keywords, forbidden patterns, and factual claim density. Estimate hallucination likelihood. With source text, checks sentence-level grounding. Without source, flags outputs dense with specific numbers, dates, and URLs. Validate output against a scope contract — allowed/forbidden topics,…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

6 tools · none privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

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