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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
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