• One Click installation

• Follow the MCP install guide: https://code.visualstudio.com/docs/copilot/chat/mcp-servers#_add-an-mcp-server
• Or via CLI:

# VS Code (stable)
npx -y @smithery/cli@latest install @yoriichi-07/multi_orchestrator_mcp --client vscode --key 70fd8cf1-9dd3-4556-8a43-78916f617fb2

# VS Code Insiders
npx -y @smithery/cli@latest install @yoriichi-07/multi_orchestrator_mcp --client vscode-insiders --key 70fd8cf1-9dd3-4556-8a43-78916f617fb2

Click the button to install (if the deeplink is not supported on your OS, use the manual steps below):

Manual: Go to Cursor Settings → MCP → Add new MCP Server. Choose command type and set:

npx -y @smithery/cli@latest install @yoriichi-07/multi_orchestrator_mcp --client cursor --key 70fd8cf1-9dd3-4556-8a43-78916f617fb2

Use the CLI then paste the standard config above:

claude mcp add --transport http yoriichi-07-multi-orchestrator-mcp "https://server.smithery.ai/@yoriichi-07/multi_orchestrator_mcp/mcp"

Follow the MCP quickstart: https://modelcontextprotocol.io/quickstart/user. Use the standard config above.

Use the Install → Edit mcp.json, paste the standard config. One-click:

Docs: https://docs.windsurf.com/windsurf/cascade/mcp. Use the standard config above (replace URL with http://localhost:8080 for local).

# Clone and install
git clone https://github.com/yoriichi-07/Multi_Orchestrator_MCP.git
cd Multi_Orchestrator_MCP
pip install -r requirements.txt

# Configure (optional)
cp config/env.template .env
# edit .env with DESCOPE_* if you want auth and analytics

# Start the MCP server (HTTP transport)
python mcp_server.py

# Default: http://localhost:8080
# MCP discovery path is served by FastMCP under the mounted app

docker build -t multi-orchestrator-mcp .
docker run --rm -p 8080:8080 --env-file .env multi-orchestrator-mcp

• orchestrate_task
  • Title: Orchestrate multi‑agent task
  • Description: Coordinate Frontend/Backend/DevOps/QA agents for development, testing, or deployment.
  • Parameters: task_description (string), task_type (enum: development|architecture|testing|deployment), priority (enum)
• generate_architecture
  • Title: Generate architecture
  • Description: Produce system architecture with components and recommendations.
  • Parameters: project_description (string), tech_stack (string[]), requirements (string[])
• auto_fix_code
  • Title: Self‑healing fix
  • Description: Generate fixes for code using error context and explanations.
  • Parameters: code (string), error_message (string), context (string)
• list_capabilities
  • Title: Catalog
  • Description: Summarize available agents, tools, enterprise features, and supported tasks.
  • Parameters: none
• get_system_status
  • Title: System status
  • Description: Returns server health, agent availability, analytics/auth status, and timestamp.
  • Parameters: none
• advanced_generate_application
  • Title: Enterprise app generation
  • Description: Plan and generate an application using advanced agents and deployment strategies.
  • Parameters: description (string), complexity_level (enum), innovation_requirements (string[]), deployment_strategy (enum)
• autonomous_architect
  • Title: Autonomous architect
  • Description: Builds an execution DAG and adaptive strategy from goals and constraints.
  • Parameters: project_goals (string[]), constraints (string[]), learning_objectives (string[])
• proactive_quality_assurance
  • Title: Proactive quality
  • Description: Applies policy‑as‑code checks with optional auto‑remediation.
  • Parameters: code_context (string), quality_standards (string[]), auto_remediation (bool)
• evolutionary_prompt_optimization
  • Title: Prompt evolution
  • Description: Creates and evolves prompts based on goals and performance metrics.
  • Parameters: base_prompt (string), optimization_goals (string[]), performance_metrics (object)
• last_mile_cloud_deployment
  • Title: Cloud deployment
  • Description: Plans deployment, verifies environments, and returns rollback/monitoring setup.
  • Parameters: application_context (string), target_environments (string[]), verification_requirements (string[])
• ping
  • Title: Health check
  • Description: Simple liveness probe.
  • Parameters: none
• debug_server_config
  • Title: Debug configuration (temporary)
  • Description: Exposes non‑secret configuration metadata for diagnostics.
  • Parameters: none

• mcp://capabilities — capabilities and catalog (JSON)
• mcp://analytics — analytics snapshot (requires Cequence)
• mcp://health — system health snapshot

• project-setup — guided setup plan
• code-review — structured review outline
• revolutionary-development — advanced strategy plan using autonomous agents

Enhanced Agent Intelligence

• Implement reinforcement learning for agent coordination optimization
• Add context‑aware agents that learn from project history and patterns
• Develop specialized agents for mobile, ML, and blockchain development

Advanced Automation

• Build predictive analytics to forecast development challenges
• Create automated testing strategies with comprehensive edge case generation
• Implement intelligent resource optimization for cloud deployments

Enterprise Features

• Add multi‑tenant architecture with organization‑specific agent training
• Implement advanced compliance standards (SOC2, HIPAA, PCI‑DSS)
• Create custom agent marketplace for domain‑specific development patterns

Developer Experience

• Build a visual development interface for non‑technical users
• Integrate with Jira, GitHub Actions, Slack, and incident tooling
• Enable real‑time collaboration for distributed development teams