MCP.Market

Trustmodel MCP server

by karlmehta·io.github.karlmehta/trustmodel-mcp·v0.2.0·1 stars
No reviews yet

Score any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.

B78/100grade B
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
B78/100

full report

Adoption
Growing

1 stars54 downloads/wk

Reviews

Write one

Nobody has reviewed Trustmodel yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Trustmodel tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan67 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 44 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Trustmodel compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
78/100
higher than 57% of 48,255 servers
GitHub stars
1
more than 65% of 28,688 servers
Downloads a week
54
more than 45% of 12,191 servers with a package

Install Trustmodel in Claude Code, Cursor or VS Code

Runs npx -y @trustmodel/mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add trustmodel-mcp -- npx -y @trustmodel/mcp-server
Add to Cursor

What the publisher says

From the Trustmodel repository's README, as published. We do not edit it. Read it on GitHub

TrustModel MCP Server

A Model Context Protocol (MCP) server that lets any AI agent call TrustModel for trust evaluation, safety/bias analysis, and end-to-end agentic trace evaluation.

Works with Claude Code, Cursor, Windsurf, Claude Desktop, and any other MCP-compatible client.

Quick Start

1. Get an API key

Sign up at app.trustmodel.ai and create an API key under Settings → API Keys. Keys have the format tm-{env}-{keyid}{secret} (e.g. tm-prod-abc123450123456789abcdef…).

2. Configure your MCP client

Claude Code

claude mcp add trustmodel \
  --env TRUSTMODEL_API_KEY=tm-prod-xxxx_yyyy \
  -- npx -y @trustmodel/mcp-server

Cursor / Windsurf

Add to your MCP configuration file (.cursor/mcp.json or equivalent):

{
  "mcpServers": {
    "trustmodel": {
      "command": "npx",
      "args": ["-y", "@trustmodel/mcp-server"],
      "env": {
        "TRUSTMODEL_API_KEY": "tm-prod-xxxx_yyyy"
      }
    }
  }
}

Claude Desktop

Add to ~/Library/Application Support/Claude/claudedesktopconfig.json:

{
  "mcpServers": {
    "trustmodel": {
      "command": "npx",
      "args": ["-y", "@trustmodel/mcp-server"],
      "env": {
        "TRUSTMODEL_API_KEY": "tm-prod-xxxx_yyyy"
      }
    }
  }
}

Environment Variables

Tool profiles

To stay within the 5–8 tool best-practice budget (more tools degrade an agent's tool selection), the server exposes a small default set and keeps advanced tools opt-in.

Default profile (6 tools) — the daily drivers: trustmodelevaluatelocal · trustmodelscore · trustmodeltracestart · trustmodeltracestep · trustmodeltracefinalize · trustmodelgovern

Advanced — set TRUSTMODELPROFILE=security (or advanced / all, or TRUSTMODELADVANCEDTOOLS=true) to additionally expose: trustmodelevaluate (cloud batch), trustmodelcredits, trustmodeluploadtrace, trustmodelevaluateagent, trustmodelscoreagent, trustmodelmcpscanserver, trustmodelshadowdiscovery, trustmodelredteam, and trustmodelshadowai — 20 tools total**.

claude mcp add trustmodel --env TRUSTMODEL_PROFILE=security -- npx -y @trustmodel/mcp-server

Tools

The server exposes 18 tools across six areas. Use this table to pick the right one; full input/output docs follow below.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Trustmodel: common questions

Is Trustmodel MCP server safe?
Mostly: it is graded B (78/100). Read the Trustmodel safety report
How do I install Trustmodel?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Trustmodel need an API key?
Yes. The registry entry asks for TRUSTMODEL_API_KEY.
Is Trustmodel maintained?
The last commit was 82 days ago (2026-08-14). The latest release is v0.2.0.
What can I use instead of Trustmodel?
Servers from other publishers that do the same job: Labelhead Artist Momentum MCP server and Ask Jev MCP server.
How does Trustmodel compare with other MCP servers?
safety score 78/100 (higher than 57% of 48,255 servers); github stars 1 (more than 65% of 28,688 servers); downloads a week 54 (more than 45% of 12,191 servers with a package). Full comparison.

Alternatives to Trustmodel

Same job from other publishers: the closest match first, then the best rated.

  • Labelhead Artist Momentum
    Trending hip-hop artist momentum scores across four cultural dimensions.
    A
  • Ask Jev
    Evaluate state with typed choice, score, and probability questions.
    A