GlossaryAI MCP Server

Item: GlossaryAI MCP Server
Rating: 41
Author: M8ven

MCP server for GlossaryAI, an AI assistant specialized in legal and regulatory vocabularies. Provides tools for vector search, planning, legal link resolution, and concept comparison using Qdrant and an OpenAI-compatible LLM.

→ theojoly2/GlossaryAI-MCP-server · 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 1 credential: LLM_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.

configTOKENIZERS_PARALLELISM— est désactivé pour éviter les deadlocks du tokenizer HuggingFace.

🔐 secretLLM_API_KEY— Une clé API pour le LLM ( / URL_LLM_API) et éventuellement pour Albert (ALBERT_API_KEY) si le reranker API est activé.

configURL_LLM_API— Une clé API pour le LLM (LLM_API_KEY / ) et éventuellement pour Albert (ALBERT_API_KEY) si le reranker API est activé.

configLLM_MODEL— Nom du modèle LLM

configOMP_NUM_THREADS

configMKL_NUM_THREADS

configOPENBLAS_NUM_THREADS

// 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 2 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/theojoly2-glossaryai-mcp-server-snfc7t)](https://m8ven.ai/mcp/theojoly2-glossaryai-mcp-server-snfc7t)

commit: cc8696205a82163ce4f1d2a89dc3a62648134a3f

code hash: 31a944c7e5334a3a6526a9b4b85b0eebf4760acf37a6624a1478ee8c01d0c481

verified: 7/25/2026, 8:33:44 AM

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