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Task Portal System: A Self-Evolving General Problem-Solving Agency

Source

MCP-Server tool use project concept for Claude and compatible AI.

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Overview

Task Portal System is a self-evolving general problem-solving agency that analyzes its own emergence and capabilities through a synergistic interaction of logical, ethical, sequential, and meta frameworks.

To use the Task Portal System, initialize the GeneralProblemSolvingAgency class, set up a problem context with ethical and logical constraints, and call the solve_problem method to find solutions while maintaining continuous verification.

  • Self-awareness through recursive analysis - Ethical constraints ensuring safe adaptability - Logical rigor for reliable operation - Adaptive capabilities for evolving problem-solving methods
  1. Scientific research for hypothesis generation and validation
  2. Medical analysis for patient data processing and treatment optimization
  3. Philosophical exploration for theorem generation and ethical considerations
  4. Software development for system architecture design and code optimization

Add to your AI client

Use these steps to connect Task Portal System: A Self-Evolving General Problem-Solving Agency 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": {
    "task-portal-angrysky56": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

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": {
    "task-portal-angrysky56": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

Claude Code

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

.mcp.json (project root)

{
  "mcpServers": {
    "task-portal-angrysky56": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

VS Code (Copilot)

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

.vscode/mcp.json

{
  "servers": {
    "task-portal-angrysky56": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

Windsurf

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "task-portal-angrysky56": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

Cline

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

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "task-portal-angrysky56": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-portal-angrysky56"
      ]
    }
  }
}

FAQ

Can the Task Portal System solve any type of problem?

Yes! It is designed to handle a wide range of problems across various domains including scientific, medical, philosophical, and software development.

Is the Task Portal System safe to use?

Yes! It maintains ethical boundaries and verifies changes through logical proofs to ensure safety during evolution.

How does the Task Portal System learn?

It learns from experience and interaction, integrating new knowledge and adapting its capabilities.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":966,"uuid":"2237a97b-3013-4cfe-9577-a0713b727a22","name":"task-portal","title":"Task Portal System: A Self-Evolving General Problem-Solving Agency","description":"MCP-Server tool use project concept for Claude and compatible AI.","avatar_url":"https://avatars.githubusercontent.com/u/113643118?v=4","created_at":"2025-01-28T02:21:17.499Z","updated_at":"2025-02-23T07:19:15.743Z","status":"created","author_name":"angrysky56","author_avatar_url":"https://avatars.githubusercontent.com/u/113643118?v=4","tags":"ai-agents,llm-framework,mcp-servers","category":"research-and-data","is_featured":false,"sort":1,"url":"https://github.com/angrysky56/task-portal","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":null,"user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

Research and data