MCP Ecosystem Tools

Model Context Protocol servers that extend AI agent capabilities. Each tool provides specialized functionality for AI-assisted development.

🔄

OODA MCP

mnehmos.ooda.mcp

Computer automation through Model Context Protocol. Execute commands, manage files, control browsers, and interact with the system.

Features

  • Shell command execution
  • File system operations (read, write, copy, move, delete)
  • Browser automation (Puppeteer/Playwright)
  • Screenshot capture and screen interaction
  • Keyboard and mouse automation
  • Process and window management
  • Clipboard operations
  • CRUD data storage

Use Cases

  • Automate repetitive system tasks
  • Web scraping and browser testing
  • File batch processing
  • Desktop automation workflows
View on GitHub
🔗

Synch MCP

mnehmos.synch.mcp

Agent coordination and context persistence. Enable multi-agent handoffs, spatial navigation, and bug tracking.

Features

  • Active context management
  • Filing cabinet for file indexing
  • Memory search across projects
  • Spatial room mapping
  • Bug logging and tracking
  • Lock management for concurrency
  • Context event emission
  • Agent handoff protocol

Use Cases

  • Multi-agent task coordination
  • Context preservation across sessions
  • Bug tracking during development
  • Workspace navigation
View on GitHub
📚

Index Foundry MCP

mnehmos.index-foundry.mcp

Build RAG pipelines and searchable knowledge bases. Connect URLs, PDFs, folders and create semantic search APIs.

Features

  • URL and sitemap crawling
  • PDF text extraction
  • Folder ingestion with glob patterns
  • Recursive chunking strategies
  • OpenAI embedding generation
  • Vector database upsert
  • Hybrid search (semantic + keyword)
  • Deployable search servers

Use Cases

  • Build documentation search
  • Create knowledge bases
  • Index code repositories
  • Deploy RAG APIs
View on GitHub
📄

arXiv MCP

mnehmos.arxiv.mcp

Search and retrieve academic papers from arXiv. Access cutting-edge research for AI-assisted development.

Features

  • Search by title, author, abstract
  • Category-based search
  • Paper metadata retrieval
  • Full paper content extraction
  • Sort by relevance or date
  • Pagination support

Use Cases

  • Research state-of-the-art techniques
  • Find implementation references
  • Literature reviews
  • Technical deep-dives
View on GitHub
🔍

Trace MCP

mnehmos.trace.mcp

Schema extraction and contract validation for MCP tools. Trace producer/consumer relationships and generate scaffolds.

Features

  • Extract tool schemas from source
  • Trace consumer usage patterns
  • Compare producer/consumer contracts
  • Generate consumer scaffolds
  • Generate producer stubs
  • Add contract comments
  • Watch mode for live validation
  • Project initialization

Use Cases

  • MCP tool development
  • API contract validation
  • Code generation
  • Schema documentation
View on GitHub
🎮

ChatRPG Game

mnehmos.chatrpg.game

D&D 5e game mechanics through MCP. Roll dice, manage characters, run combat encounters, and track campaigns.

Features

  • Dice rolling with all notations
  • Character creation and management
  • Combat encounter system
  • Spell slot tracking
  • Condition management
  • Area of effect calculations
  • Line of sight checking
  • Party and inventory management

Use Cases

  • AI-powered D&D sessions
  • Character building assistance
  • Combat automation
  • Campaign management
View on GitHub

Quick Installation

Add MCP tools to your Claude Desktop or Roo Code configuration. 

// claude_desktop_config.json or roo settings
{
  "mcpServers": {
    "ooda": {
      "command": "node",
      "args": ["path/to/mnehmos.ooda.mcp/dist/index.js"]
    },
    "synch": {
      "command": "node", 
      "args": ["path/to/mnehmos.synch.mcp/dist/index.js"]
    },
    "index-foundry": {
      "command": "node",
      "args": ["path/to/mnehmos.index-foundry.mcp/dist/index.js"]
    }
  }
}