NM Hard Tools (neuralmagic/nm-hard-tools) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it yet. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

NM Hard Tools

Provides deployable, stateless MCP services for rigorous inference evaluation and benchmarking, including a profiled lm-evaluation-harness controller/worker and a bounded vLLM forward-pass benchmark adapter.

→ neuralmagic/nm-hard-tools· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

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Who stands behind it

neuralmagic

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: LM_EVAL_API_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configINFERENCE_HARD_FORWARD_MCP_UPSTREAM
configLM_EVAL_COMMIT
🔐 secretLM_EVAL_API_TOKEN
configLM_EVAL_SERVICE_CONFIG
configLM_EVAL_SERVICE_CONFIG_JSON
configLM_EVAL_EVALUATION_CONFIG
configLM_EVAL_RESULT_ROOT
configMODEL_DEPLOY_SETTINGS_JSON
configMODEL_DEPLOY_SETTINGS
// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/neuralmagic/nm-hard-tools)](https://m8ven.ai/mcp/neuralmagic/nm-hard-tools)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: c3b193f4531c4d62a3654f99509a24864eba563f
code hash: fca7d70a9a7e8af4f9ba34f3c9f3423a2ac53ea8bc2e48a8ef777a02fc1acf58
view raw JSON →
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