Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

License

NotificationsYou must be signed in to change notification settings

BeehiveInnovations/zen-mcp-server

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Zen_CLink_web.mp4

👉Watch more examples

Your CLI + Multiple Models = Your AI Dev Team

Use the 🤖 CLI you love:
Claude Code ·Gemini CLI ·Codex CLI ·Qwen Code CLI ·Cursor ·and more

With multiple models within a single prompt:
Gemini · OpenAI · Anthropic · Grok · Azure · Ollama · OpenRouter · DIAL · On-Device Model


🆕 Now with CLI-to-CLI Bridge

The newclink (CLI + Link) tool connects external AI CLIs directly into your workflow:

  • Connect external CLIs likeGemini CLI andCodex CLI directly into your workflow
  • Codex Subagents - Launch isolated Codex instances fromwithin Codex itself! Offload heavy tasks (code reviews, bug hunting) to fresh contexts while your main session's context window remains unpolluted. Each subagent returns only final results.
  • Context Isolation - Run separate investigations without polluting your primary workspace
  • Role Specialization - Spawnplanner,codereviewer, or custom role agents with specialized system prompts
  • Full CLI Capabilities - Web search, file inspection, MCP tool access, latest documentation lookups
  • Seamless Continuity - Sub-CLIs participate as first-class members with full conversation context between tools
# Codex spawns Codex subagent for isolated code review in fresh contextclink with codex codereviewer to audit auth modulefor security issues# Subagent reviews in isolation, returns final report without cluttering your context as codex reads each file and walks the directory structure# Consensus from different AI models → Implementation handoff with full context preservation between toolsUse consensus with gpt-5 and gemini-pro to decide: dark mode or offline support nextContinue with clink gemini - implement the recommended feature# Gemini receives full debate context and starts coding immediately

👉Learn more about clink


Why Zen MCP?

Why rely on one AI model when you can orchestrate them all?

A Model Context Protocol server that supercharges tools likeClaude Code,Codex CLI, and IDE clients suchasCursor or theClaude Dev VS Code extension.Zen MCP connects your favorite AI toolto multiple AI models for enhanced code analysis, problem-solving, and collaborative development.

True AI Collaboration with Conversation Continuity

Zen supportsconversation threading so your CLI candiscuss ideas with multiple AI models, exchange reasoning, get second opinions, and even run collaborative debates between models to help you reach deeper insights and better solutions.

Your CLI always stays in control but gets perspectives from the best AI for each subtask. Context carries forward seamlessly across tools and models, enabling complex workflows like: code reviews with multiple models → automated planning → implementation → pre-commit validation.

You're in control. Your CLI of choice orchestrates the AI team, but you decide the workflow. Craft powerful prompts that bring in Gemini Pro, GPT 5, Flash, or local offline models exactly when needed.

Reasons to Use Zen MCP

A typical workflow with Claude Code as an example:

  1. Multi-Model Orchestration - Claude coordinates with Gemini Pro, O3, GPT-5, and 50+ other models to get the best analysis for each task

  2. Context Revival Magic - Even after Claude's context resets, continue conversations seamlessly by having other models "remind" Claude of the discussion

  3. Guided Workflows - Enforces systematic investigation phases that prevent rushed analysis and ensure thorough code examination

  4. Extended Context Windows - Break Claude's limits by delegating to Gemini (1M tokens) or O3 (200K tokens) for massive codebases

  5. True Conversation Continuity - Full context flows across tools and models - Gemini remembers what O3 said 10 steps ago

  6. Model-Specific Strengths - Extended thinking with Gemini Pro, blazing speed with Flash, strong reasoning with O3, privacy with local Ollama

  7. Professional Code Reviews - Multi-pass analysis with severity levels, actionable feedback, and consensus from multiple AI experts

  8. Smart Debugging Assistant - Systematic root cause analysis with hypothesis tracking and confidence levels

  9. Automatic Model Selection - Claude intelligently picks the right model for each subtask (or you can specify)

  10. Vision Capabilities - Analyze screenshots, diagrams, and visual content with vision-enabled models

  11. Local Model Support - Run Llama, Mistral, or other models locally for complete privacy and zero API costs

  12. Bypass MCP Token Limits - Automatically works around MCP's 25K limit for large prompts and responses

The Killer Feature: When Claude's context resets, just ask to "continue with O3" - the other model's response magically revives Claude's understanding without re-ingesting documents!

Example: Multi-Model Code Review Workflow

  1. Perform a codereview using gemini pro and o3 and use planner to generate a detailed plan, implement the fixes and do a final precommit check by continuing from the previous codereview
  2. This triggers acodereview workflow where Claude walks the code, looking for all kinds of issues
  3. After multiple passes, collects relevant code and makes note of issues along the way
  4. Maintains aconfidence level betweenexploring,low,medium,high andcertain to track how confidently it's been able to find and identify issues
  5. Generates a detailed list of critical -> low issues
  6. Shares the relevant files, findings, etc withGemini Pro to perform a deep dive for a secondcodereview
  7. Comes back with a response and next does the same with o3, adding to the prompt if a new discovery comes to light
  8. When done, Claude takes in all the feedback and combines a single list of all critical -> low issues, including good patterns in your code. The final list includes new findings or revisions in case Claude misunderstood or missed something crucial and one of the other models pointed this out
  9. It then uses theplanner workflow to break the work down into simpler steps if a major refactor is required
  10. Claude then performs the actual work of fixing highlighted issues
  11. When done, Claude returns to Gemini Pro for aprecommit review

All within a single conversation thread! Gemini Pro in step 11knows what was recommended by O3 in step 7! Taking that contextand review into consideration to aid with its final pre-commit review.

Think of it as Claude Codefor Claude Code. This MCP isn't magic. It's justsuper-glue.

Remember: Claude stays in full control — butYOU call the shots.Zen is designed to have Claude engage other models only when needed — and to follow through with meaningful back-and-forth.You're the one who crafts the powerful prompt that makes Claude bring in Gemini, Flash, O3 — or fly solo.You're the guide. The prompter. The puppeteer.

You are the AI -Actually Intelligent.

Recommended AI Stack

For Claude Code Users

For best results when usingClaude Code:

  • Sonnet 4.5 - All agentic work and orchestration
  • Gemini 2.5 Pro ORGPT-5-Pro - Deep thinking, additional code reviews, debugging and validations, pre-commit analysis
For Codex Users

For best results when usingCodex CLI:

  • GPT-5 Codex Medium - All agentic work and orchestration
  • Gemini 2.5 Pro ORGPT-5-Pro - Deep thinking, additional code reviews, debugging and validations, pre-commit analysis

Quick Start (5 minutes)

Prerequisites: Python 3.10+, Git,uv installed

1. Get API Keys (choose one or more):

  • OpenRouter - Access multiple models with one API
  • Gemini - Google's latest models
  • OpenAI - O3, GPT-5 series
  • Azure OpenAI - Enterprise deployments of GPT-4o, GPT-4.1, GPT-5 family
  • X.AI - Grok models
  • DIAL - Vendor-agnostic model access
  • Ollama - Local models (free)

2. Install (choose one):

Option A: Clone and Automatic Setup (recommended)

git clone https://github.com/BeehiveInnovations/zen-mcp-server.gitcd zen-mcp-server# Handles everything: setup, config, API keys from system environment.# Auto-configures Claude Desktop, Claude Code, Gemini CLI, Codex CLI, Qwen CLI# Enable / disable additional settings in .env./run-server.sh

Option B: Instant Setup withuvx

// Add to ~/.claude/settings.json or .mcp.json// Don't forget to add your API keys under env{"mcpServers": {"zen": {"command":"bash","args": ["-c","for p in $(which uvx 2>/dev/null) $HOME/.local/bin/uvx /opt/homebrew/bin/uvx /usr/local/bin/uvx uvx; do [ -x\"$p\" ] && exec\"$p\" --from git+https://github.com/BeehiveInnovations/zen-mcp-server.git zen-mcp-server; done; echo 'uvx not found' >&2; exit 1"],"env": {"PATH":"/usr/local/bin:/usr/bin:/bin:/opt/homebrew/bin:~/.local/bin","GEMINI_API_KEY":"your-key-here","DISABLED_TOOLS":"analyze,refactor,testgen,secaudit,docgen,tracer","DEFAULT_MODEL":"auto"      }    }  }}

3. Start Using!

"Use zen to analyze this code for security issues with gemini pro""Debug this error with o3 and then get flash to suggest optimizations""Plan the migration strategy with zen, get consensus from multiple models""clink with cli_name=\"gemini\" role=\"planner\" to draft a phased rollout plan"

👉Complete Setup Guide with detailed installation, configuration for Gemini / Codex / Qwen, and troubleshooting👉Cursor & VS Code Setup for IDE integration instructions📺Watch tools in action to see real-world examples

Provider Configuration

Zen activates any provider that has credentials in your.env. See.env.example for deeper customization.

Core Tools

Note: Each tool comes with its own multi-step workflow, parameters, and descriptions that consume valuable context window space even when not in use. To optimize performance, some tools are disabled by default. SeeTool Configuration below to enable them.

Collaboration & Planning(Enabled by default)

  • clink - Bridge requests to external AI CLIs (Gemini planner, codereviewer, etc.)
  • chat - Brainstorm ideas, get second opinions, validate approaches. With capable models (GPT-5 Pro, Gemini 2.5 Pro), generates complete code / implementation
  • thinkdeep - Extended reasoning, edge case analysis, alternative perspectives
  • planner - Break down complex projects into structured, actionable plans
  • consensus - Get expert opinions from multiple AI models with stance steering

Code Analysis & Quality

  • debug - Systematic investigation and root cause analysis
  • precommit - Validate changes before committing, prevent regressions
  • codereview - Professional reviews with severity levels and actionable feedback
  • analyze(disabled by default -enable) - Understand architecture, patterns, dependencies across entire codebases

Development Tools(Disabled by default -enable)

  • refactor - Intelligent code refactoring with decomposition focus
  • testgen - Comprehensive test generation with edge cases
  • secaudit - Security audits with OWASP Top 10 analysis
  • docgen - Generate documentation with complexity analysis

Utilities

  • apilookup - Forces current-year API/SDK documentation lookups in a sub-process (saves tokens within the current context window), prevents outdated training data responses
  • challenge - Prevent "You're absolutely right!" responses with critical analysis
  • tracer(disabled by default -enable) - Static analysis prompts for call-flow mapping
👉 Tool Configuration

Default Configuration

To optimize context window usage, only essential tools are enabled by default:

Enabled by default:

  • chat,thinkdeep,planner,consensus - Core collaboration tools
  • codereview,precommit,debug - Essential code quality tools
  • apilookup - Rapid API/SDK information lookup
  • challenge - Critical thinking utility

Disabled by default:

  • analyze,refactor,testgen,secaudit,docgen,tracer

Enabling Additional Tools

To enable additional tools, remove them from theDISABLED_TOOLS list:

Option 1: Edit your .env file

# Default configuration (from .env.example)DISABLED_TOOLS=analyze,refactor,testgen,secaudit,docgen,tracer# To enable specific tools, remove them from the list# Example: Enable analyze toolDISABLED_TOOLS=refactor,testgen,secaudit,docgen,tracer# To enable ALL toolsDISABLED_TOOLS=

Option 2: Configure in MCP settings

// In ~/.claude/settings.json or .mcp.json{"mcpServers": {"zen": {"env": {// Tool configuration"DISABLED_TOOLS":"refactor,testgen,secaudit,docgen,tracer","DEFAULT_MODEL":"pro","DEFAULT_THINKING_MODE_THINKDEEP":"high",// API configuration"GEMINI_API_KEY":"your-gemini-key","OPENAI_API_KEY":"your-openai-key","OPENROUTER_API_KEY":"your-openrouter-key",// Logging and performance"LOG_LEVEL":"INFO","CONVERSATION_TIMEOUT_HOURS":"6","MAX_CONVERSATION_TURNS":"50"      }    }  }}

Option 3: Enable all tools

// Remove or empty the DISABLED_TOOLS to enable everything{"mcpServers": {"zen": {"env": {"DISABLED_TOOLS":""      }    }  }}

Note:

  • Essential tools (version,listmodels) cannot be disabled
  • After changing tool configuration, restart your Claude session for changes to take effect
  • Each tool adds to context window usage, so only enable what you need

📺 Watch Tools In Action

Chat Tool - Collaborative decision making and multi-turn conversations

Picking Redis vs Memcached:

Chat.Redis.or.Memcached_web.webm

Multi-turn conversation with continuation:

Chat.With.Gemini_web.webm
Consensus Tool - Multi-model debate and decision making

Multi-model consensus debate:

Zen.Debate_web.webm
PreCommit Tool - Comprehensive change validation

Pre-commit validation workflow:

API Lookup Tool - Current vs outdated API documentation

Without Zen - outdated APIs:

API_without_zen_web.mp4

With Zen - current APIs:

API_with_zen.mp4
Challenge Tool - Critical thinking vs reflexive agreement

Without Zen:

without_zen@2x

With Zen:

with_zen@2x

Key Features

AI Orchestration

  • Auto model selection - Claude picks the right AI for each task
  • Multi-model workflows - Chain different models in single conversations
  • Conversation continuity - Context preserved across tools and models
  • Context revival - Continue conversations even after context resets

Model Support

  • Multiple providers - Gemini, OpenAI, Azure, X.AI, OpenRouter, DIAL, Ollama
  • Latest models - GPT-5, Gemini 2.5 Pro, O3, Grok-4, local Llama
  • Thinking modes - Control reasoning depth vs cost
  • Vision support - Analyze images, diagrams, screenshots

Developer Experience

  • Guided workflows - Systematic investigation prevents rushed analysis
  • Smart file handling - Auto-expand directories, manage token limits
  • Web search integration - Access current documentation and best practices
  • Large prompt support - Bypass MCP's 25K token limit

Example Workflows

Multi-model Code Review:

"Perform a codereview using gemini pro and o3, then use planner to create a fix strategy"

→ Claude reviews code systematically → Consults Gemini Pro → Gets O3's perspective → Creates unified action plan

Collaborative Debugging:

"Debug this race condition with max thinking mode, then validate the fix with precommit"

→ Deep investigation → Expert analysis → Solution implementation → Pre-commit validation

Architecture Planning:

"Plan our microservices migration, get consensus from pro and o3 on the approach"

→ Structured planning → Multiple expert opinions → Consensus building → Implementation roadmap

👉Advanced Usage Guide for complex workflows, model configuration, and power-user features

Quick Links

📖 Documentation

🔧 Setup & Support

License

Apache 2.0 License - seeLICENSE file for details.

Acknowledgments

Built with the power ofMulti-Model AI collaboration 🤝

Star History

Star History Chart

About

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

Resources

License

Stars

Watchers

Forks

Sponsor this project

 

Packages

No packages published

Contributors30


[8]ページ先頭

©2009-2025 Movatter.jp