# GlossaryAI MCP Server

> GlossaryAI MCP Server — theojoly2-glossaryai-mcp-server. Use this tool when you need to efficiently manage and analyze complex legal and regulatory vocabularies, and leverage AI-powered capabilities for vector search, planning, and concept comparison. It solves problems related to legal link resolution, terminology standardization, and knowledge retrieval, providing outputs such as relevant search results, resolved links, and comparative analysis. Ideal for use cases involving large-scale legal and regulatory data processing, research, and decision-making.

Canonical page: https://skillsregistry.net/skills/theojoly2-glossaryai-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/theojoly2-glossaryai-mcp-server

## Description

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.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dma0njip7r)
- **Repository:** <https://github.com/theojoly2/GlossaryAI-MCP-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "theojoly2-glossaryai-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/theojoly2-glossaryai-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/theojoly2-glossaryai-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt