---
title: LLMOps Database MCP Server
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "6.1.0"
app_file: app.py
pinned: false
license: apache-2.0
tags:
  - mcp-server
  - llmops
  - datasets
---

# LLMOps Database MCP Server

An MCP server for querying the [ZenML LLMOps Database](https://huggingface.co/datasets/zenml/llmops-database) - a collection of 1,100+ real-world LLMOps case studies.

## Tools

- **search** - Search with optional filters (query, industry, company, year, tag)
- **get_case_study_details** - Get full details of a case study
- **get_statistics** - Database statistics
- **list_options** - Available filter values

## Use as MCP Server

Add to your MCP client (Cursor, Claude Desktop, etc.):

```json
{
  "mcpServers": {
    "llmops-database": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://hugobowne-llmops-database-mcp.hf.space/gradio_api/mcp/"
      ]
    }
  }
}
```

## Dataset

The [ZenML LLMOps Database](https://huggingface.co/datasets/zenml/llmops-database) contains:
- 1,100+ case studies of real-world LLM deployments
- Metadata: company, industry, year, source URL
- Tags: tools, techniques, applications
- Short and full summaries