mcp-llm-eval

Item: mcp-llm-eval
Rating: 43
Author: M8ven

A local MCP server that packages LLM evaluation gates as reusable CI/CD primitives, enabling AI agents to run datasets against models, score responses, and enforce quality thresholds.

→ berkayildi/mcp-llm-eval · listed on glama

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// 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.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/berkayildi-mcp-llm-eval-10m9h7)](https://m8ven.ai/mcp/berkayildi-mcp-llm-eval-10m9h7)

commit: 3334376978d8bc2a06eb5e4e847ef8f4729fe532

code hash: 731273ddac6b069a9b074dfa8d72182cb3bed1fca7d4ba89f2b6f12472d335b6

verified: 6/11/2026, 12:07:40 PM

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