Model Context Protocol (MCP) Server for MLflow Prompt Registry
Mlflow becomes available to MCP clients through the mlflow mcp server. Model Context Protocol (MCP) Server for MLflow Prompt Registry.
Model Context Protocol (MCP) Server for MLflow Prompt Registry, enabling access to prompt templates managed in MLflow.
Once connected, the assistant can call these 4 tools directly:
list-prompts — List available promptsInputs — - cursor (optional string): Cursor for paginationReturns — List of prompt objectsget-prompt — Retrieve and compile a specific promptThe server is distributed via npm as npm, so most clients can run it without a manual build step. Add it to your MCP client's configuration and restart the client to pick it up — the copy-paste configs for Claude Desktop, Claude Code and Cursor are on this page.
The server reads one environment variable: MLFLOW_TRACKING_URI. Keep credentials in your client's env block or a secrets manager rather than committing them.
Developer-tool servers are usually the first ones people connect, because they turn "help me with this code" into an assistant that can actually read the repo and act on it. Mlflow sits in that group, and the shape of its toolset — list-prompts, Inputs, Returns among others — tells you what it is really for. Worth comparing against the other developer tools servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.
| Tool | What it does |
|---|---|
| list-prompts | List available prompts |
| Inputs | - cursor (optional string): Cursor for pagination |
| Returns | List of prompt objects |
| get-prompt | Retrieve and compile a specific prompt |
{
"mcpServers": {
"server-mlflow": {
"command": "npx",
"args": ["-y", "npm"],
"env": {
"MLFLOW_TRACKING_URI": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| MLFLOW_TRACKING_URI | Configuration value read at startup. | Optional |
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.