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Get second opinions from alternative LLMs (Gemini, GPT, DeepSeek, Ollama)

Project description

Advisor CLI

PyPI Python 3.10+ License: MIT

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 + /advisor skill
  • 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

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