The Model Context Protocol server that exposes attune workflows, help, and memory as tools
Comparison
The MCP server is the delivery surface for attune's tools, not a workflow itself:
| mcp-server | A workflow (e.g. security-audit) | ops-dashboard | |
|---|---|---|---|
| Role | Exposes tools/resources/prompts to an MCP client | One analysis the server can run | Local web UI for running workflows |
| Transport | MCP over stdio | n/a (invoked via a tool/CLI) | HTTP |
| Entry | python -m attune.mcp.server + .mcp.json |
attune workflow run <slug> / its MCP tool |
python -m attune.ops |
The server is how the conversational surface reaches every feature;
the CLI (attune workflow run) and the ops dashboard are the other two
front doors.