README.md
Get instant second opinions from 17 AI platforms and 800,000+ models
🤖 Second Opinion MCP
🎯 Get instant second opinions from 17 AI platforms and 800,000+ models
OpenAI • Gemini • Grok • Claude • HuggingFace • DeepSeek • OpenRouter • Mistral • Together AI • Cohere • Groq • Perplexity • Replicate • AI21 Labs • Stability AI • Fireworks AI • Anyscale
🚀 What it does
This MCP server allows Claude to consult other AI models for different perspectives on:
- Coding problems - Compare approaches across models
- Creative writing - Get diverse style feedback
- Problem solving - Validate logic and reasoning
- Cross-model analysis - See how different AIs tackle the same task
- Group discussions - Host AI debates with multiple models
- Custom model access - Use any HuggingFace model via Inference API
✨ Version 5.0 Features & Improvements
🎭 **NEW: AI Personality System**
- 5 Distinct Personalities:
honest,freind,coach,wise,creative - Intelligent Model Matching: Each personality uses models best suited for their character
- Always Available: Works with any configured AI provider
🧠 **NEW: Intelligent Model Selection**
- Quality-Based Ranking: 34+ models ranked by capability (Grok-4 → Gemini Pro → GPT-4.1)
- Smart Defaults: Automatically selects the best available model
- Personality Optimization: Different models for different personality types
🏗️ **NEW: Modular Architecture**
- 5 Clean Files: Replaced 51k+ token monolith with maintainable modules
- Professional Structure:
client_manager.py,ai_providers.py,conversation_manager.py,mcp_server.py,main.py - JSON Configuration: Easy model priority updates via
model_priority.json
🚀 Major Platform Integrations
- 🎭 Replicate: Access to open-source models including Llama 2, CodeLlama, Mistral, and more
- 🌟 AI21 Labs: Jamba 1.5 models with advanced reasoning capabilities
- 🎨 Stability AI: StableLM models including code-specialized variants
- 🔥 Fireworks AI: Ultra-fast inference for popular open-source models
- 🚀 Anyscale: Ray-powered LLM serving with enterprise-grade reliability
🆕 Enhanced Existing Platform Support
- 🤖 Mistral AI: Direct access to Mistral's latest models including mistral-large-latest and codestral-latest
- 🔗 Together AI: Access to 200+ open-source models with fast inference
- 🧠 Cohere: Enterprise-grade language models with Command R+ and Command R
- ⚡ Groq Fast: Ultra-fast inference API for lightning-quick responses
- 🔍 Perplexity AI: Web-connected AI with real-time search capabilities
🔧 Previous Bug Fixes (v3.0)
- Fixed HuggingFace Models: Completely rebuilt HuggingFace integration with advanced retry logic, better model format detection, and comprehensive error handling
- Fixed Gemini Blank Responses: Enhanced Gemini conversation handling to prevent empty responses in long chats with smart fallback and retry mechanisms
- Improved Error Handling: Better error messages with helpful suggestions for troubleshooting
🤖 HuggingFace Integration (Enhanced)
Access any of the 800,000+ models on HuggingFace Hub via their Inference API with improved reliability:
meta-llama/Llama-3.1-8B-Instruct- Fast and reliablemeta-llama/Llama-3.1-70B-Instruct- Powerful reasoningmistralai/Mistral-7B-Instruct-v0.3- Efficient French-developed modelQwen/Qwen2.5-7B-Instruct- Alibaba's latest model
🧠 DeepSeek Models
Get opinions from DeepSeek's powerful reasoning models:
deepseek-chat(DeepSeek-V3) - Fast and efficientdeepseek-reasoner(DeepSeek-R1) - Advanced reasoning
🤔 Grok 4 Thinking
Access xAI's thinking models with enhanced reasoning:
grok-4- Latest flagship modelgrok-3-thinking- Step-by-step reasoning model, last gengrok-3-mini- Lightweight thinking model withreasoning_effortc
Environment Variables
OPENAI_API_KEYAPI key for OpenAI modelsGOOGLE_API_KEYAPI key for Gemini modelsXAI_API_KEYAPI key for Grok modelsHUGGINGFACE_API_KEYAPI key for HuggingFace Inference APIOPENROUTER_API_KEYAPI key for OpenRouter accessREPLICATE_API_TOKENAPI token for Replicate modelsConfiguration
claude_desktop_config.json
{
"mcpServers": {
"second-opinion": {
"command": "python",
"args": ["path/to/main.py"],
"env": {
"OPENAI_API_KEY": "your_key",
"ANTHROPIC_API_KEY": "your_key",
"GOOGLE_API_KEY": "your_key",
"XAI_API_KEY": "your_key",
"HUGGINGFACE_API_KEY": "your_key",
"OPENROUTER_API_KEY": "your_key",
"MISTRAL_API_KEY": "your_key",
"TOGETHER_API_KEY": "your_key",
"COHERE_API_KEY": "your_key",
"GROQ_API_KEY": "your_key",
"PERPLEXITY_API_KEY": "your_key",
"REPLICATE_API_TOKEN": "your_key",
"AI21_API_KEY": "your_key",
"STABILITY_API_KEY": "your_key",
"FIREWORKS_API_KEY": "your_key",
"ANYSCALE_API_KEY": "your_key"
}
}
}
}Try it
→Ask Grok-4 for a second opinion on this Python script's efficiency.
→Start a group discussion between Gemini Pro and Llama 3.1 about the ethics of AI.
→Get a creative writing critique from a 'wise' personality using a HuggingFace model.
→Compare how Mistral Large and GPT-4 handle this complex logic puzzle.
→Use the 'coach' personality to review my project architecture via DeepSeek.