Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.
Add this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"denis2054-context-engineering-for-multi-agent-systems-github": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-denis2054-context-engineering-for-multi-agent-systems-github"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from Context Engineering for Multi Agent Systems?"
No configuration required. This server works out of the box.
"What resources are available in Context Engineering for Multi Agent Systems?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in Context Engineering for Multi Agent Systems"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in Context Engineering for Multi Agent Systems with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.