GlossaryAI MCP Server (theojoly2/GlossaryAI-MCP-server) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

GlossaryAI MCP Server

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

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.

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Who stands behind it

theojoly2

Source: Glama

Is this your MCP?

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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.
🔐
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.
// 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.
configTOKENIZERS_PARALLELISMest désactivé pour éviter les deadlocks du tokenizer HuggingFace.
🔐 secretLLM_API_KEYUne clé API pour le LLM ( / URL_LLM_API) et éventuellement pour Albert (ALBERT_API_KEY) si le reranker API est activé.
configURL_LLM_APIUne clé API pour le LLM (LLM_API_KEY / ) et éventuellement pour Albert (ALBERT_API_KEY) si le reranker API est activé.
configLLM_MODELNom du modèle LLM
configOMP_NUM_THREADS
configMKL_NUM_THREADS
configOPENBLAS_NUM_THREADS
// quality suggestions

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

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// 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.
// 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)](https://m8ven.ai/mcp/theojoly2/glossaryai-mcp-server)
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commit: cc8696205a82163ce4f1d2a89dc3a62648134a3f
code hash: 31a944c7e5334a3a6526a9b4b85b0eebf4760acf37a6624a1478ee8c01d0c481
view raw JSON →
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