Get second opinions from alternative LLMs (Gemini, GPT, DeepSeek, Ollama)
Project description
Advisor CLI
Get second opinions from alternative LLMs — Gemini, GPT, DeepSeek, Ollama, and more.
Why Advisor?
Using Claude but want a second opinion? Advisor lets you:
- Validate decisions — ask GPT-4o or Gemini to review suggestions
- Compare approaches — get parallel responses from multiple models
- Specialize — use DeepSeek for reasoning, Groq for speed
Works standalone CLI or integrated directly into Claude Code (MCP + Skill).
Features
- Multi-provider — Gemini, OpenAI, Anthropic, DeepSeek, Groq, Ollama
- Claude Code integration — MCP tools +
/advisorskill - Compare mode — parallel queries to multiple models
- Async execution — background tasks for long queries
- File input — pipe stdin or pass files directly
- Caching — disk cache with configurable TTL
Quick Start
# Install
uv tool install advisor-cli
# or: pip install advisor-cli[all]
# Configure
advisor setup
# Install integrations (MCP + Skill for Claude Code)
advisor install
Installation
Recommended (uv):
curl -LsSf https://astral.sh/uv/install.sh | sh
uv tool install advisor-cli
Via pip:
pip install advisor-cli # CLI only
pip install advisor-cli[mcp] # + MCP server
pip install advisor-cli[wizard] # + interactive wizard
pip install advisor-cli[all] # everything
From source:
git clone https://github.com/Andreymi/advisor-cli
cd advisor-cli && uv sync --extra all
Configuration
Interactive wizard:
advisor setup
Environment variables (CI/scripts):
GEMINI_API_KEY=xxx OPENAI_API_KEY=xxx advisor setup -y
Config location: ~/.config/advisor/config.env
# View current configuration
advisor config show
# Set default models
advisor config single gemini/gemini-2.5-pro
advisor config compare "openai/gpt-4o,gemini/gemini-2.0-flash"
Usage
CLI Commands
# Single query
advisor ask "How to optimize this query?"
advisor ask "Review this code" -f mycode.py
cat code.py | advisor ask "Find bugs"
# Compare multiple models
advisor compare "Redis vs Memcached?"
advisor compare "Question" -m "openai/gpt-4o,gemini/gemini-2.0-flash"
# Async execution (background)
advisor compare "Deep analysis" --async
# => Task ID: abc123
advisor result abc123
# Status and models
advisor status
advisor models
Options:
-f FILE— add file as context-m MODEL— specify model(s)--format json|markdown— output format--async— run in background
MCP Integration
Adds advisor_consult_expert and advisor_compare_experts tools to Claude.
# Install to Claude Code and Desktop
advisor mcp install
# Project-only or user-wide
advisor mcp install --scope project
advisor mcp install --scope user
# Status and uninstall
advisor mcp status
advisor mcp uninstall
MCP Tools:
advisor_consult_expert(
query="Review for vulnerabilities",
context="def get_user(id): ...",
role="Senior Security Engineer"
)
advisor_compare_experts(
query="Redis or Memcached?",
models="gemini/gemini-2.0-flash,openai/gpt-4o"
)
Claude Code Skill
Adds /advisor command to Claude Code for quick second opinions.
# Install skill
advisor skill install
# Project-only or user-wide
advisor skill install --scope project
advisor skill install --scope user
# Status and uninstall
advisor skill status
advisor skill uninstall
Usage in Claude Code:
/advisor Review this authentication code for security issues
/advisor Is O(n²) acceptable here or should I optimize?
Unified Install
Install both MCP and Skill with one command:
advisor install # interactive
advisor install --scope project # project only
advisor install --scope user # user-wide
advisor install -y # non-interactive
Providers
| Provider | Example models | API Key |
|---|---|---|
| Gemini | gemini/gemini-2.0-flash, gemini-2.5-pro |
GEMINI_API_KEY |
| OpenAI | openai/gpt-4o-mini, gpt-4o |
OPENAI_API_KEY |
| Anthropic | anthropic/claude-3-5-haiku |
ANTHROPIC_API_KEY |
| DeepSeek | deepseek/deepseek-chat |
DEEPSEEK_API_KEY |
| Groq | groq/llama-3.3-70b-versatile |
GROQ_API_KEY |
| OpenRouter | openrouter/google/gemini-2.0-flash |
OPENROUTER_API_KEY |
| Ollama | ollama/llama3.2 (local) |
OLLAMA_HOST |
Examples
Code Review
git diff | advisor ask "Review changes"
advisor ask "Find vulnerabilities" -f api.py
Architecture Decisions
advisor compare "Rust vs Go for microservice"
advisor ask "Is there a better solution than O(n²)?" -f algo.py
Specialized Roles
# Security audit
ADVISOR_DEFAULT_ROLE="Senior Security Engineer" advisor ask "Review" -f code.py
# Performance analysis
advisor ask "Find bottlenecks" -f slow_query.sql -m deepseek/deepseek-reasoner
| Task | Recommended Role |
|---|---|
| Security | "Senior Security Engineer. Find vulnerabilities." |
| Architecture | "Solution Architect. Evaluate scalability." |
| Performance | "Performance Engineer. Find bottlenecks." |
| Database | "DBA. Evaluate schema and queries." |
Cleanup
advisor config purge # remove API keys only
advisor uninstall # remove all data (config + cache)
License
MIT
Project details
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