io.github.Perf-AI/perf-mcp

MCPcommunity
v0.1.1io.github.Perf-AIUnknownUpdated 7mo agonpmGitHub

Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

Fact-check and fix AI outputs. Catches hallucinations, repairs broken JSON, corrects errors — before they reach users. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible client. Add to your MCP client config: Get your API key at dashboard.withperf.pro — 200 free verifications, no credit card. Detect and repair hallucinations in LLM-generated text. Uses multi-channel…

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 →
7mo agoLast update
Package
Authorio.github.Perf-AI
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 surface4 tools · none privileged
Security scan✓ Cleanv0.1.1 · 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

4 tools · none privileged
Statically extracted from the published packagev0.1.1 · 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.

perf_chatNo description published

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

perf_verifyNo description published

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

perf_validateNo description published

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

perf_correctNo description published

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

0 of 4 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

Fact-check and fix AI outputs. Catches hallucinations, repairs broken JSON, corrects errors — before they reach users. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible client. Add to your MCP client config: Get your API key at dashboard.withperf.pro — 200 free verifications, no credit card. Detect and repair hallucinations in LLM-generated text. Uses multi-channel verification (web search, NLI models, cross-reference) — not just another LLM check. Validate LLM-generated…

Keywords
mcp
Alternatives
Comparing tool surfaces…

No dependency coverage

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