io.github.tjacquesson/llmtest-mcp

MCPcommunity
v0.6.1io.github.tjacquessonUnknownUpdated 4mo agonpmGitHub

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

MCP server that benchmarks AI models on your actual prompts and finds cheaper, faster alternatives. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible tool. Sign up at llmtest.io and grab your API key from the dashboard. Cursor / Windsurf / Other MCP clients: Add to your MCP config file: Just ask in natural language: "Check my LLMTest status" "Find cheaper models for my AI calls"…

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 →
4mo agoLast update
Package
Authorio.github.tjacquesson
LicenseUnknown
Version0.6.1
Sourcemcp-registry
npmllmtest-mcp
GitHubtjacquesson/llmtest-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 surface15 tools · none privileged
Security scan✓ Cleanv0.6.1 · 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

15 tools · none privileged
Statically extracted from the published packagev0.6.1 · 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.

statusNo description published

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

list_flowsNo description published

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

get_suggestionsNo description published

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

update_suggestionNo description published

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

run_benchmarkNo description published

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

list_new_modelsNo description published

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

optimize_promptNo description published

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

get_autopilot_statusNo description published

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

enable_autopilotNo description published

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

disable_autopilotNo description published

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

list_active_optimizationsNo description published

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

revert_optimizationNo description published

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

get_accountNo description published

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

seed_samplesNo description published

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

list_samplesNo description published

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

0 of 15 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

MCP server that benchmarks AI models on your actual prompts and finds cheaper, faster alternatives. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible tool. Sign up at llmtest.io and grab your API key from the dashboard. Cursor / Windsurf / Other MCP clients: Add to your MCP config file: Just ask in natural language: "Check my LLMTest status" "Find cheaper models for my AI calls" "Run a benchmark on my blog-writer flow" "What models are trending?" LLMTest is a proxy that sits…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

15 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

This package was last scanned before Forge began storing the resolved tree. The next scan will record it.