zai-mcp-server

Start AI-to-AI improvement loops for continuous development

Stop all active AI-to-AI loops

View running loops

Check provider status

Reset failed providers

Get AI-generated prompts

Process AI responses

Submit prompt for multi-model AI consensus voting

View recent voting sessions

Check AI agent performance statistics

Analyze a topic and break it down into actionable subtasks with prioritization

Perform deep thinking analysis on a specific task to explore solutions and create implementation plans

Get smart caching system analytics and performance metrics

Clear the smart cache system

Optimize cache performance by removing low-value entries

Create a new project in memory for context persistence

Retrieve project memory and context

Set user preference for personalization

Get project memory analytics and insights

Get recommended strategies based on context and history

Get AI model performance analytics and rankings

Get detailed cost analysis for AI model usage

Get recommended AI model for specific task type and priorities

Get performance trends over time

List available workflow templates with filtering options

Get detailed information about a specific workflow template

Create a new custom workflow template

Get recommended templates based on context and usage patterns

Get workflow template usage analytics and statistics

Create a new collaborative workspace

Join an existing collaborative workspace

Execute an operation in a collaborative workspace

Get current status and state of a workspace

Get real-time collaboration analytics and statistics

Create a specialized AI swarm for complex tasks

Get current status and progress of an AI swarm

Get AI swarm intelligence analytics and performance metrics

Terminate an active AI swarm

Create a new project with AI-powered predictive analytics

Add a task to a predictive project with failure prediction and timeline estimation

Get AI predictions for a project including failure risk, timeline accuracy, and resource optimization

Get AI predictions for a specific task

Get comprehensive predictive analytics and model performance metrics

Get AI-powered timeline optimization suggestions for a project

Start a real-time code generation and review session

Update code in a real-time session and get suggestions

Generate code from natural language prompt

Get real-time code suggestions and analysis for a session

Get analytics and metrics for code generation system

End a real-time code session