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boring-gemini

Boring-Gemini is an autonomous AI agent loop and MCP server designed for natural language-driven coding, featuring a universal router, hybrid RAG for code search, and built-in security shadow mode.

Tools
12
Updated
Jan 8, 2026
Validated
Jan 9, 2026

PyPI version License Vibe Coder

Boring for Gemini

Autonomous AI Agent Loop with VibeCoder Experience

English | 繁體中文


✨ The Vibe Coder Experience (V10.24)

No Code Needed. Just describe the vibe.

Boring-Gemini now features a Universal Natural Language Router. You don't need to remember 98+ complex tools. Just say what you want in English or Chinese:

"Search for authentication logic"

"Review my code for security issues"

"幫我寫測試" (Help me write tests)

"我想做登入功能" (I want to build login feature)

Try it in your terminal:

boring-route "review my code"
# 🎯 Routes to boring_code_review (100%)

👉 Learn more about Vibe Coder Experience


⚡ boring 的厲害 (Why Boring?)

Boring isn't just an MCP server; it's a Intelligence Maximization System:

  1. 🧠 Autonomous Loop: Not just a chatbot. Boring runs in a loop (boring start), thinking, coding, testing, and fixing until the job is done.
  2. 🕵️ Hybrid RAG: Advanced code search combining keywords, vectors, and dependency graphs (HyDE + Cross-Encoder). It finds code you didn't even know existed.
  3. 🛡️ Security Shadow Mode: Safe execution sandbox. It catches dangerous operations before they happen.
  4. ⚡ 30% Faster: Smart caching and optimized router reduce context usage by 80% (from 98 tools to 19).
  5. 🧩 Vibe Coder: The most human-friendly AI coding interface. Zero friction between thought and code.

🚀 Quick Start

Downloads smithery badge

Boring: Your Autonomous Coding Partner

Enterprise-grade Autonomous AI Development Agent
A full-language automated coding and verification engine built for Cursor / Claude Desktop / VS Code / Gemini CLI.

中文版 README | Full Documentation


🚀 Core Advantages

FeatureDescription
🌐 Polyglot & CLI NativeSeamless switching between Gemini CLI and Claude Code CLI, zero API key required
🛡️ Parallel VerificationMulti-threaded parallel verification, 3-5x performance boost
🧠 RAG MemoryHybrid Search (Vector + Keyword) + dependency graph for real-time retrieval
🛡️ Shadow ModeHigh-risk operations require human approval, with persistent config
📐 Spec-Driven100% specification consistency from PRD to Code
🔒 Quality GatesCI/CD multi-tier gates + multi-language linting + 20+ file type security scanning
Vibe Coder ProDoc Gen

[!IMPORTANT] Boring is now primarily an MCP tool (used via Cursor / Claude Desktop / IDE)

  • Not recommended to run boring start directly in CMD/terminal: Gemini CLI no longer supports free authorization (unless using API, which is not well-tested)
  • Recommended usage: Use Boring tools through Smithery or MCP config in your IDE or Client
  • Monitoring tools still work: boring-monitor, boring-dashboard can be run locally

Most features are optimized for the MCP environment. CLI mode is no longer the primary supported method.


📦 Quick Installation

Option 1: Smithery (✅ Recommended)

npx -y @smithery/cli@latest install boring/boring --client gemini-cli

⚠️ Gemini Client Users: If you encounter issues installing via Smithery, please use Option 2 (Local pip). Direct Smithery integration on Gemini Client can be intermittent.

Option 2: Local pip Installation

# Install with all features (Recommended for Vibe Coder)
pip install "boring-aicoding[all]"

# Or minimal install
pip install boring-aicoding

🤔 Which one should I choose?

Feature[all] (Full / Local)Lite (Basic / Smithery Default)
RAG Memory✅ Vector + Semantic⚠️ Keyword only (No vector DB)
Self-Verify✅ Can run tests (boring verify)❌ Cannot verify (Missing pytest)
Dashboard✅ GUI Available❌ None
Vibe CodingFull Experience (Think + Fix)⚠️ Lite (Write code only)

⚙️ MCP Environment Variables

VariableValuesDescription
BORING_MCP_MODE1 (required)Enable MCP mode
BORING_MCP_PROFILEminimal / lite / standard / fullTool exposure level
PROJECT_ROOT_DEFAULT. or pathDefault project root

Profile Comparison:

ProfileToolsBest For
minimal8Quick tasks
lite20Daily dev (Default)
standard50Professional dev
full~98Power Users

📖 Full MCP Configuration Guide

Option 3: Clone from GitHub (Fallback)

Best for: Developers or if pip install fails

git clone https://github.com/Boring206/boring-gemini.git
cd boring-gemini
pip install -e .


🚀 Usage

1️⃣ MCP Mode (Recommended)

Add Boring to your Cursor or VS Code config. The Agent will become an autonomous engineer in your IDE.

  • Prompts: Click the ✨ button or use Cmd+I to select a prompt.
  • Workflows: Type / in Chat to trigger a workflow.

💎 Top 5 Most Used Functions

👉 View Complete Reference Manual (All 30+ Functions)

CommandTypeDescription
vibe_startPromptOne-click project kick-off. From idea to architecture plan.
quick_fixPromptAuto-fix everything. Repairs lint errors and bugs.
/speckit-planWorkflowTechnical Planning. Creates a detailed implementation plan.
smart_commitPromptAuto Commit. Generates commit message from progress.
review_codePromptArchitect Review. Deep code analysis for issues.

2️⃣ Maintenance Commands

Run these commands in your terminal:

# Install Git Hooks (Auto-verify commits)
python -m boring hooks install

# Open Dashboard (Web UI)
python -m boring dashboard

# Check Health
python -m boring status

3️⃣ LSP Server (Optional - For VS Code / Neovim Only)

[!NOTE] Cursor users: You DON'T need LSP! Cursor has built-in AI features. Just use MCP config above.

LSP is for: VS Code (without AI), Neovim, and other terminal editors.

What's the difference?

MCPLSP
PurposeAI Agent tools (chat commands)Editor syntax services
InteractionChat: "Review my code"Auto-complete, diagnostics
Required?Yes⚠️ Optional
🔧 LSP Configuration (click to expand)
  1. Install:

    pip install "boring-aicoding[all]"
    
  2. VS Code (settings.json):

    {
      "boring.lsp.enabled": true,
      "boring.lsp.command": "python",
      "boring.lsp.args": ["-m", "boring", "lsp", "start"]
    }
    
  3. Neovim (nvim-lspconfig - for Linux/Mac terminal users):

    require('lspconfig').boring.setup {
      cmd = { "python", "-m", "boring", "lsp", "start" },
      filetypes = { "python", "javascript", "typescript" },
    }
    

[!CAUTION] DO NOT run python -m boring lsp start directly in terminal. This command is for editor configuration only. The LSP server communicates via stdin/stdout.


⚙️ MCP Configuration

For Smithery

{
  "mcpServers": {
    "boring": {
      "command": "npx",
      "args": ["-y", "@smithery/cli", "run", "@boring/boring", "--config", "{}"]
    }
  }
}

For Local pip

{
  "mcpServers": {
    "boring": {
      "command": "python",
      "args": ["-m", "boring.mcp.server"],
      "env": {
        "BORING_MCP_MODE": "1"(NEEDED),
        "PROJECT_ROOT_DEFAULT": ".",
        "BORING_MCP_PROFILE": "lite"
      }
    }
  }
}

🎛️ Tool Profiles (V10.24)

Problem: 98 tools can overwhelm LLM context windows. Solution: Choose a profile to expose only the tools you need.

ProfileToolsBest For
minimal8Simple workflows, minimal context
lite20Recommended - everyday development
standard50Full-featured projects
full98+Power users who need everything

Configure in .boring.toml:

[boring.mcp]
profile = "lite"  # Options: minimal, lite, standard, full

Or via environment variable:

export BORING_MCP_PROFILE=lite

🎯 Universal Router: With lite profile, use boring("search for auth code") - the router automatically directs to the right tool!


🎯 Quick Start Prompts

PromptUsage
/vibe_startStart a new project with AI guidance
/full_stack_devBuild a complete full-stack application
/release-prepTurbo: Auto-bump version & git tag
/quick_fixAuto-fix all linting and formatting errors
/smart_commitGenerate semantic commit messages

📚 Documentation

CategoryLinks
Getting StartedVibe Coder Guide · 🗣️ Natural Language Prompts · Quick Tutorials
FeaturesMCP Tools (55+) · Shadow Mode · Quality Gates · Monitoring
GuidesCookbook · Pro Tips · Git Hooks · Workflows
LearningTutorials · Skills Guide · Knowledge Mgmt
AdvancedPlugins · API Integration · Human Alignment
ReferenceArchitecture · Security & Privacy · Agent Comparison · V10 Changelog

✨ Vibe Coder Pro Toolset

🎉 Interactive Tutorial on Startup! First-time MCP connection triggers mcp_intro to guide new users.

🗣️ Natural Language Triggers (No Code Required!)

Just say these to Boring:

GoalJust Say
Write TestsHelp me write tests for auth.py
Review CodeReview my code
Health CheckVibe Check my project
Check ImpactCheck impact of utils.py
Plan FeatureI want to add login, Plan this feature

👉 Full Prompt Guide

🧰 Core Tools

ToolDescriptionExample
🧪 boring_vibe_checkProject Health Scan - Coverage, Docs, Security (S-F Grade)boring_vibe_check(project_path=".")
📊 boring_impact_checkImpact Analysis - Trace reverse dependencies (L1/L2/L3)boring_impact_check(file_path="core.py")
🧪 boring_test_genSmart Test Gen - Auto-generate simple tests (Py/JS/TS)boring_test_gen(file_path="utils.py")
📝 boring_reviewFriendly Review - Constructive feedback & suggestionsboring_review(file_path="app.py")
🚀 boring_perfPerf Tips - Identify bottlenecksboring_perf(file_path="main.py")
📐 boring_archArch Check - Visualize module structureboring_arch(project_path=".")
📄 boring_doc_genDoc Gen - Auto-generate docstringsboring_doc_gen(file_path="api.py")
🔍 boring_skills_browseSkills Discovery - Find and install MCP skillsboring_skills_browse(query="web")

🔐 Security Scan Integration

Vibe Coder Pro includes built-in Token detection for:

  • Python: PyPI, AWS, GCP, Azure, etc.
  • JS/Node.js: NPM, Vercel, Supabase, Firebase, Stripe.
  • General: GitHub, GitLab, Slack, SendGrid (20+ types).
# Health check triggers security scan automatically
result = boring_vibe_check(project_path=".", max_files=100)
print(result["security_issues"])

🧠 External Intelligence

Boring integrates the most powerful external MCP tools by default, turning the Agent into a super engineer.

ToolFunctionHow to Use
Context7📚 Real-time Docs
Query latest library usage, solving stale training data issues.
context7_query_docs
Sequential Thinking🤔 Deep Thinking
Force Agent into a full chain of thought from analysis to verification before coding.
sequentialthinking
Critical Thinking🧐 Critical Thinking
Self-reflection and blind spot detection for high-quality Code Review.
boring-route "think deeper"
Boring Monitor🖥️ TUI Dashboard
Real-time terminal view of status, logs (v10.23+).
boring-monitor / python -m boring.monitor
Boring Dashboard🎨 GUI Dashboard
Comprehensive web view with Brain Explorer.
boring-dashboard / python -m boring dashboard / python -m boring.monitor --web

🚀 Performance (v10.21.0)

  • Thread-local SQLite: Zero-overhead DB connections.
  • WAL Mode: 50% faster concurrent reads.
  • Smart Caching: 30s query cache & Pattern cache for instant RAG.

🛡️ Shadow Mode

Shadow mode protects you from destructive AI operations:

DISABLED  ⚠️  No protection (Container only)
ENABLED   🛡️  Auto-approve safe, Block risky (Default)
STRICT    🔒  Approve all writes (Production)
boring_shadow_mode(action="set_level", level="STRICT")

🔧 Troubleshooting & Environment

Common Issues

1. "Command not found" or Wrong Python Version If running boring commands fails or uses the wrong Python environment (e.g., system Python instead of venv), use python -m:

# ✅ Recommended usage for reliability
python -m boring --help
python -m boring hooks install

2. "tree-sitter-languages not installed" Warning This means the advanced code parser is missing. RAG features will be limited to keyword search only.

Fix:

pip install tree-sitter-languages
# Or update all dependencies
pip install "boring-aicoding[all]"

🎯 Future Vision

Note: The following features require server support (not yet implemented)

  • 🌐 Boring Cloud: Cloud collaboration and team sharing
  • 🤝 Team Workflows: Multi-person workflow synchronization
  • 🔐 Enterprise SSO: Enterprise-grade identity authentication

🙏 Acknowledgments


📄 License

MIT License - Open source and free to use


🔗 Links

GitHub PyPI Smithery

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