MindX Tools Index

Comprehensive Tool Documentation Index

This document provides a complete index of all tools in the mindX system, with links to detailed documentation for each tool.

Last Updated: 2026-01-11 Total Tools: 31+

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📚 Documentation Status

✅ Fully Documented Tools

CLI Command Tool - Meta-tool for executing system CLI commands

Shell Command Tool - Secure shell command execution

Web Search Tool - Google Custom Search integration

Tree Agent - Secure directory navigation

Summarization Tool - LLM-powered text summarization

Note Taking Tool - Agent-specific note management

GitHub Agent Tool - GitHub backup and restore coordination

System Health Tool - System monitoring and health checks

Audit and Improve Tool - Code auditing and improvement

Memory Analysis Tool - Memory pattern analysis

Business Intelligence Tool - Business metrics and KPIs

Augmentic Intelligence Tool - Comprehensive system orchestration and self-improvement

Strategic Analysis Tool - Strategic business analysis and decision support

Agent Factory Tool - Dynamic agent creation with full lifecycle management

Tool Factory Tool - Dynamic tool creation and registry management

Registry Manager Tool - Comprehensive tool and agent registry management with model cards

Registry Sync Tool - Synchronize runtime and persistent registries with cryptographic identities

Tool Registry Manager - Simplified tool registry management

System Analyzer Tool - Holistic system analysis with LLM-powered insights

Optimized Audit Gen Agent - Specialized code auditing with chunking

LLM Tool Manager - LLM tool registry management with model cards

Token Calculator Tool (Robust) - Enhanced token counting and cost calculation

Identity Sync Tool - Comprehensive identity synchronization

User Persistence Manager - Wallet-based user management with signature verification

Prompt Tool - Manages, stores, and executes prompts as first-class infrastructure

Persona Agent - Enables adoption and maintenance of different personas with distinct cognitive patterns

Avatar Agent - Generates avatars for agents and participants using image/video generation APIs, integrated with PromptTool and PersonaAgent

A2A Tool - Enables standardized agent-to-agent communication following the A2A protocol

MCP Tool - Provides Model Context Protocol support for structured context provision to agents

Ollama Cloud Tool - Cloud inference via Ollama (chat, generate, embed, model discovery). Gives any agent access to 120B+ parameter models via Ollama cloud with adaptive rate limiting, 18dp precision metrics, and branch-ready design for peripheral agents. Source: tools/cloud/ollama_cloud_tool.py

Hostinger VPS Agent - VPS management via three MCP channels: SSH (shell access), Hostinger API (restart, metrics, backups), mindX Backend (health, diagnostics, activity). Persistent connection state across sessions. MCP tool registration for agent discovery. Source: agents/hostinger_vps_agent.py, definition: agents/hostinger.vps.agent

📝 Partially Documented Tools

Base Gen Agent - Codebase documentation generator (see base_gen_agent.md)

🔄 Tools Pending Documentation

All major tools have been documented! The following tools have partial documentation or are covered in other documents:

Base Gen Agent - Has existing documentation in base_gen_agent.md (comprehensive)

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🗂️ Tool Categories

1. Command Execution Tools

CLI Command Tool - System CLI command execution

Shell Command Tool - Shell command execution with security

2. File System Tools

Tree Agent - Directory navigation and file search

3. Information Retrieval Tools

Web Search Tool - Web search capabilities

Summarization Tool - Text summarization

4. Development Tools

Audit and Improve Tool - Code auditing

Base Gen Agent - Documentation generation

Augmentic Intelligence Tool - Comprehensive development

5. System Management Tools

System Health Tool - Health monitoring

System Analyzer Tool - System analysis

Registry Manager Tool - Registry management

6. Agent Management Tools

Agent Factory Tool - Agent creation

Tool Factory Tool - Tool creation

7. Analysis Tools

Memory Analysis Tool - Memory analysis

Business Intelligence Tool - Business metrics

Strategic Analysis Tool - Strategic planning

8. Version Control Tools

GitHub Agent Tool - GitHub operations

9. Utility Tools

Note Taking Tool - Note management

Token Calculator Tool - Token usage

Identity Sync Tool - Identity management

User Persistence Manager - User data

10. Cognition & Communication Tools

Prompt Tool - Prompt management and execution

Persona Agent - Persona adoption and management

Avatar Agent - Avatar generation for agents/participants

A2A Tool - Agent-to-agent communication protocol

MCP Tool - Model Context Protocol support

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📊 Tool Status Matrix

ToolStatusDocumentationTestsPriority CLI Command Tool✅ Active✅ Complete⚠️ PartialHigh Shell Command Tool✅ Active✅ Complete⚠️ PartialHigh Web Search Tool✅ Active✅ Complete⚠️ PartialMedium Tree Agent✅ Active✅ Complete❌ NoneMedium Summarization Tool✅ Active✅ Complete⚠️ PartialMedium Note Taking Tool✅ Active✅ Partial⚠️ PartialMedium GitHub Agent Tool✅ Active✅ Complete✅ CompleteHigh Base Gen Agent✅ Active✅ Partial⚠️ PartialHigh System Health Tool✅ Active⚠️ Partial❌ NoneHigh Memory Analysis Tool✅ Active⚠️ Partial❌ NoneMedium Business Intelligence Tool✅ Active⚠️ Partial❌ NoneLow Audit and Improve Tool✅ Active❌ None⚠️ PartialHigh Augmentic Intelligence Tool✅ Active❌ None⚠️ PartialHigh Strategic Analysis Tool✅ Active❌ None❌ NoneMedium Registry Manager Tool✅ Active✅ Complete❌ NoneMedium Agent Factory Tool✅ Active✅ Complete❌ NoneHigh Tool Factory Tool✅ Active✅ Complete❌ NoneHigh Prompt Tool✅ Active✅ Complete❌ NoneHigh Persona Agent✅ Active✅ Complete❌ NoneHigh Avatar Agent✅ Active✅ Complete❌ NoneMedium A2A Tool✅ Active✅ Complete❌ NoneHigh MCP Tool✅ Active✅ Complete❌ NoneHigh

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🔄 Documentation Progress

Completed (29+ tools)

✅ CLI Command Tool

✅ Shell Command Tool

✅ Web Search Tool

✅ Tree Agent

✅ Summarization Tool

✅ Note Taking Tool

✅ GitHub Agent Tool

✅ System Health Tool

✅ Memory Analysis Tool

✅ Business Intelligence Tool

✅ Audit and Improve Tool

✅ Augmentic Intelligence Tool

✅ Strategic Analysis Tool

✅ Registry Manager Tool

✅ Registry Sync Tool

✅ Tool Registry Manager

✅ System Analyzer Tool

✅ Optimized Audit Gen Agent

✅ LLM Tool Manager

✅ Token Calculator Tool (Robust)

✅ Identity Sync Tool

✅ User Persistence Manager

✅ Agent Factory Tool

✅ Tool Factory Tool

✅ Prompt Tool

✅ Persona Agent

✅ Avatar Agent

✅ A2A Tool

✅ MCP Tool

In Progress (1 tool)

🔄 Base Gen Agent (has existing documentation)

Pending (0 tools)

All major tools have been documented!

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📖 How to Use This Index

Find a Tool: Use the categories or status matrix to locate tools

Read Documentation: Click on tool names to view detailed documentation

Check Status: Review the status matrix for tool health

Contribute: Add documentation for undocumented tools

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🎯 Next Steps

✅ Complete documentation for all tools - DONE!

Add usage examples to all tool documentation

Create integration guides for tool combinations (especially PromptTool + PersonaAgent + AvatarAgent, and A2A + MCP)

Add troubleshooting sections to all documentation

Create test suites for new tools (A2A, MCP, Prompt, Persona, Avatar)

Add integration examples showing A2A + MCP usage patterns

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📝 Documentation Standards

All tool documentation should include:

Overview - Purpose and high-level description

Architecture - Design principles and components

Usage - Code examples and common patterns

Configuration - Setup and configuration options

Security - Security considerations and best practices

Limitations - Known limitations and workarounds

Integration - How to integrate with other tools/agents

Examples - Real-world usage examples

Technical Details - Implementation details

Future Enhancements - Planned improvements

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🔗 Related Documentation

Tools Registry Reference - Official tools registry

Tools Ecosystem Review - Comprehensive ecosystem overview

BDI Agent Documentation - How agents use tools

Mastermind Agent Guide - Tool orchestration

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Note: This index is actively maintained. Tools are being documented and improved systematically. Check back regularly for updates.

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