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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 | |