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WorkflowLearner

Source

To teach LLM Agents understand workflows with PSR.exe's hmt.

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Overview

WorkflowLearner is a project designed to teach large language models (LLMs) how to understand workflows by utilizing MHT files recorded with PSR.exe, a built-in Windows tool that captures user actions.

To use WorkflowLearner, first record your actions using PSR.exe, which generates an MHT file. Then, parse the MHT file to extract workflow information and use the provided scripts to train the LLM on this data.

  • Records user operations and generates MHT files using PSR.exe. - Parses MHT files to extract detailed workflow information. - Utilizes LLMs to learn and understand user workflows effectively.
  1. Automating the understanding of user workflows for software applications.
  2. Enhancing LLM capabilities in task automation and user assistance.
  3. Analyzing user behavior for better software design and user experience.

Add to your AI client

Use these steps to connect WorkflowLearner in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "workflowlearner-u3588064": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "workflowlearner-u3588064": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "workflowlearner-u3588064": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "workflowlearner-u3588064": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "workflowlearner-u3588064": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "workflowlearner-u3588064": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-workflowlearner-u3588064"
      ]
    }
  }
}

FAQ

What is PSR.exe?

PSR.exe is the Problem Steps Recorder in Windows that records user actions and generates MHT files.

Is WorkflowLearner compatible with all versions of Windows?

Yes, WorkflowLearner works with any version of Windows that supports PSR.exe.

How can I contribute to WorkflowLearner?

Contributions are welcome! You can submit issues or pull requests on the project's GitHub page.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":2339,"uuid":"69a99d53-f254-4259-9189-0b79d8cb05a4","name":"WorkflowLearner","title":"WorkflowLearner","description":"To teach LLM Agents understand workflows with PSR.exe's hmt.","avatar_url":null,"created_at":"2025-03-11T12:52:47.793Z","updated_at":"2025-03-13T06:45:58.441Z","status":"created","author_name":"u3588064","author_avatar_url":null,"tags":"workflowlearner,llm,psr","category":"research-and-data","is_featured":false,"sort":1,"url":"https://github.com/u3588064/WorkflowLearner","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":null,"user_uuid":"b781d94d-089e-4f10-985b-882186a16067","tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

Research and data
WorkflowLearner MCP Server — MCP Registry