AI Model Catalog MCP Server

Item: AI Model Catalog MCP Server
Rating: 67
Author: M8ven

Provides a live, audited catalog of AI models from NVIDIA NIM, OpenRouter, Nous Portal, and other providers, enabling search, retrieval, and usage examples via MCP tools and resources.

→ lokah1945/model_fetcher · 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.

🔐

You'll be asked for 3 credentials: NVIDIA_API_KEY, CATALOG_API_TOKEN, BLACKBOX_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretNVIDIA_API_KEY— Live inference verification requires (make verify); gateway

configNVCF_FUNCTION_ID

configCATALOG_LOG— Structured logs JSON access logs to stderr (=off to silence)

configCATALOG_DB

configHOST— PORT=8787 (JSON API), =127.0.0.1. Real env vars always win;

configPORT— 8787 (JSON API), HOST=127.0.0.1. Real env vars always win;

🔐 secretCATALOG_API_TOKEN— Bearer auth =… (probes stay open)

configRATE_LIMIT_RPM— Rate limiting =300 (429 + Retry-After; 0 disables)

configMCP_PORT— Ports live in .env (tracked): =9100 (MCP + dashboard),

🔐 secretBLACKBOX_API_KEY— Blackbox AI — official docs pricing table (docs.blackbox.ai); authenticated https://api.blackbox.ai/v1/models when is set

// 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 6 concrete improvements 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/lokah1945-model-fetcher-15hyh1)](https://m8ven.ai/mcp/lokah1945-model-fetcher-15hyh1)

commit: 578ac28603461c33c9f4eb5ac97f3295c712b33f

code hash: 4a4bcf481fa61b805594763a512ae17cf9cb5fb10ecf4f752767a0396a277e41

verified: 7/30/2026, 8:39:00 AM

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