II.
ToolServer JSON
Structured · livetool-server:mcp-mlflow
MLflow MCP Server json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "tool-server:mcp-mlflow",
"_kind": "ToolServer",
"_file": "extensions/tool-servers/mcp-ai-ml.yaml",
"_cluster": "extensions",
"attributes": {
"displayName": "MLflow MCP Server",
"description": "MCP server providing access to the MLflow ML lifecycle platform.\nEnables AI agents to log experiments, register models, query run\nmetrics, manage artifacts, and track model lineage.\n",
"protocol": "mcp",
"category": "ai",
"repoUrl": "https://github.com/mlflow/mlflow-mcp-server",
"maintainer": "Community",
"mcpTransports": [
"mcp-transport:stdio"
]
},
"outgoingEdges": [
{
"from": "tool-server:mcp-mlflow",
"to": "tool:mlflow",
"kind": "integrates_with",
"attributes": {}
},
{
"from": "tool-server:mcp-mlflow",
"to": "stack-part:model-registry",
"kind": "integrates_with",
"attributes": {}
},
{
"from": "tool-server:mcp-mlflow",
"to": "domain:ml-ops",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-mlflow",
"to": "domain:machine-learning",
"kind": "lib_applies_to_domain",
"attributes": {}
}
],
"incomingEdges": []
}