Engineering freedom for autonomous AI agents.

Move past heavy GUI editors and copy-pasting code fragments. This guide walks through the core pillars of high-leverage vibe coding: headless terminal execution, anti-slop taste filters, Model Context Protocol bridges, and a unified tool bench.

Explore Headless Terminal

EXECUTION

Headless Terminal

agy + 9remote

QUALITY GATE

Anti-Slop Filter

humanizer + taste

LIVING CONTEXT

MCP Protocol Bridge

postgres + whatsapp

TOOL BENCH

Curated Ecosystem

30 verified tools

Headless Infrastructure

Untether from the IDE. Run agents headlessly.

High-leverage vibe coding starts when you stop babysitting the text cursor. With Antigravity CLI (agy) and 9remote, your agents execute inside a pure terminal session that you dispatch and monitor from your phone while your laptop screen remains closed.

Select runtime scenario to inspect:

Architecture Seam: The agent stays decoupled from GUI rendering. You trigger heavy tasks on your desktop and receive phone alerts when complete.

bash ~ agy.sh

$ agy prompt 'Inspect src/auth for token leaks and add automated regression test'

[agy] Initializing Antigravity CLI session (v1.4.3)...

[agy] Loaded workspace rules from AGENTS.md

[agy] Active skills detected: antislop, codebase-design

[agy] Scanning 14 files in src/auth...

[agy] Found missing revocation check in jwt_handler.ts:42

[agy] Generating unit test in tests/auth_revocation.test.ts

[agy] Running: npm test tests/auth_revocation.test.ts

✓ PASS tests/auth_revocation.test.ts (2 passed, 0 failed)

[agy] Task complete. 2 files modified, git staged.

Quality Control Filter

Eliminating the AI slop signature.

Models trained on average internet data default to the average of everything: pill-shaped badges parked over centered headlines, blue-purple glows, and corporate filler phrases. The Anti-Slop suite enforces strict filters so your work looks crafted by an engineer, not mass-produced by a bot.

AI Slop Signature (Unfiltered)

“Unlock the revolutionary power of next-gen AI to elevate your developer journey, seamlessly streamlining your workflow with 99.9% uptime and enterprise-grade synergy.”

Detected tells: 5 empty buzzwords (unlock, revolutionary, elevate, seamless, streamline), and an unsourced statistic.

Filtered with humanizer & stop-slop

“Run terminal prompts from your phone without keeping your laptop screen awake. Tested with 30 open-source CLI tools.”

Quality Locks passed: Active verbs, concrete mechanism, verifiable count, zero empty adjectives.

Living Context Protocol

Connecting agents to real tools with MCP.

An agent without tools can only talk. Model Context Protocol (MCP) connects it to real databases, your GitHub repos, and external messaging channels like WhatsApp. Run the server once, and your agent inspects active schemas instead of guessing and notifies your phone when background tasks finish.

Select MCP Protocol:

Live Grounding: By querying the database directly, the agent discovers exact table schemas and never hallucinations missing column names.

mcp://whatsapp

// JSON-RPC Payload:

{
  "method": "tools/call",
  "params": {
    "name": "send_whatsapp_message",
    "arguments": {
      "to": "+6281234567890@c.us",
      "message": "agy test suite completed. 24 tests passed, 0 failures. Deployed to staging."
    }
  }
}

// Living Runtime Response:

Status: Message dispatched via WhatsApp Web gateway. Recipient delivered at 21:30.

Curated Tool Ecosystem

Explore the registry and assemble your stack.

All 30 tools and protocols are open source. Check the “Stack” box on the tools you want to generate a unified multi-tool install script.

Filter tag:

Showing 32 of 32 tools

CLI & Tunnelv3.0.43

Stack

9remote

Zero-config terminal tunneling for controlling PC sessions from phone or browser.

npm install -g 9remote

#remote#tunnel#headless#mobile

Pair Codingv0.74.0

Stack

Aider

AI pair programming in your terminal with automated git commits and multi-file editing.

pip install aider-chat

#pair-programming#git-auto-commit#terminal#python

CLI & Tunnelv1.4.3

Stack

Antigravity CLI (agy)

Official terminal agent from Google DeepMind for direct CLI prompting.

npm install -g @google/antigravity-cli

#google#terminal#cli#agent

Quality Filtersv2.4.0

Stack

antislop

38 strict rules preventing generic AI UI templates, buzzwords, and sterile designs.

npx antislop-ai

#anti-slop#design-system#craftsmanship#ui-rules

CLI & Tunnelv0.4.1

Stack

CLI-Anything & CLI-Hub

Package manager for operating 100+ desktop applications headlessly.

npm install -g cli-hub

#desktop-automation#headless#cli#tools

Protocolv0.6.1

Stack

GitHub MCP Server

Official MCP server for managing GitHub repos, pull requests, issues, and code search.

npx -y @modelcontextprotocol/server-github

#mcp#github#git#pull-requests

Pair Codingv1.0.0

Stack

Goose

Open-source on-machine autonomous developer agent created by Block.

curl -fsSL https://github.com/block/goose/releases/download/stable/download_cli.sh | bash

#block#on-machine-agent#mcp-native#rust

Pair Codingv1.59.0

Stack

LiteLLM / 9Router

Proxy and gateway unifying 100+ LLMs into an OpenAI-compatible endpoint.

pip install litellm

#gateway#proxy#openai-compatible#router

Protocolv0.3.1

Stack

Memory & Knowledge Graph MCP

Persistent knowledge graph memory across agent sessions and restarts.

npx -y @modelcontextprotocol/server-memory

#mcp#memory#knowledge-graph#persistence

Pair Codingv0.18.0

Stack

OpenHands (formerly OpenDevin)

Autonomous AI software engineer capable of running shell commands and editing code.

docker run -it --pull=always -e SANDBOX_USER_ID=$(id -u) -v /var/run/docker.sock:/var/run/docker.sock -p 3000:3000 ghcr.io/all-hands-ai/openhands:0.18

#autonomous-agent#docker#software-engineer#python

CLI & Tunnelv2026.824.1

Stack

Paperclip AI

Agent orchestration framework and control plane for multi-agent workflows.

npm install -g paperclipai

#orchestration#multi-agent#control-plane#python

Protocolv0.5.0

Stack

PostgreSQL MCP Server

Database schema inspection, query execution, and migration analysis for Postgres.

npx -y @modelcontextprotocol/server-postgres postgresql://user:password@localhost:5432/mydb

#mcp#postgres#sql#database

Prompt Prepv0.3.1

Stack

Repomix (formerly Repopack)

Packs entire codebases into single AI-friendly files with token counting.

npx repomix

#context-pack#token-counter#markdown#cli

Protocolv0.3.2

Stack

WhatsApp MCP Server

Model Context Protocol bridge for WhatsApp chat automation and contact queries.

npx -y @wppconnect/mcp-server-whatsapp

#mcp#whatsapp#messaging#automation

Quality Filtersv1.2.0

Stack

avoid-ai-writing

Removes robotic phrasing and AI-isms from technical docs and code comments.

npx skills add avoid-ai-writing

#copywriting#clean-prose#documentation#tone

Protocolv0.2.0

Stack

Brave Search MCP Server

Web search and local query capabilities using the privacy-focused Brave Search API.

npx -y @modelcontextprotocol/server-brave-search

#mcp#search#web#live-docs

Quality Filtersv1.0.0

Stack

cli-hub-meta-skill

Meta-skill enabling AI agents to search and install CLI tools autonomously.

npx skills add cli-hub-meta-skill

#meta-skill#agent-native#tooling

Pair Codingv1.0.3

Stack

Continue.dev

Open-source AI coding assistant extension for VS Code and JetBrains.

code --install-extension Continue.continue

#vscode#jetbrains#autocomplete#open-source

Protocolv0.4.0

Stack

Filesystem MCP Server

Secure sandboxed file and directory access with strict path whitelisting.

npx -y @modelcontextprotocol/server-filesystem C:/Projects

#mcp#filesystem#security#sandboxing

Prompt Prepv0.1.2

Stack

Gitingest

Turn any GitHub repository or local directory into a prompt-friendly markdown format.

pip install gitingest

#repo-ingest#prompt-prep#github-tools#python

Quality Filtersv1.5.0

Stack

humanizer

Rewrites synthetic copy to match natural human writing grounded in encyclopedic clarity.

npx skills add humanizer

#human-tone#editorial#wikipedia-style#writing

Quality Filtersv1.8.0

Stack

impeccable

Frontend critique, UX audit, visual hierarchy polish, and design tokens verifier.

npx skills add impeccable

#ux-audit#design-tokens#visual-polish#a11y

Prompt Prepv0.48.0

Stack

Lazygit

Simple and visual terminal UI for git commands with interactive staging and conflict resolution.

scoop install lazygit

#git#tui#terminal#workflow

Quality Filtersv1.1.0

Stack

no-ai-slop

Detects 20+ predictable AI writing patterns while preserving the author's original voice.

npx skills add no-ai-slop

#voice-preservation#anti-cliche#clean-writing

Protocolv0.1.4

Stack

Obsidian MCP Server

Read, search, and append notes in your local Obsidian Markdown vault.

npx -y @calclavia/mcp-obsidian

#mcp#obsidian#notes#markdown

Protocolv0.4.1

Stack

Puppeteer / Browser MCP Server

Headless browser control for web scraping, screenshots, and automated page interaction.

npx -y @modelcontextprotocol/server-puppeteer

#mcp#browser#puppeteer#testing

Pair Codingv1.4.1

Stack

Smolagents

Lightweight, code-first multi-agent framework created by Hugging Face.

pip install smolagents

#huggingface#code-agents#python#minimalist

Protocolv0.3.0

Stack

SQLite MCP Server

Lightweight local database query and inspection server for SQLite files.

npx -y @modelcontextprotocol/server-sqlite --db-path ./local.db

#mcp#sqlite#local-db#sql

Quality Filtersv1.3.0

Stack

stop-slop

Eliminates corporate fluff, empty marketing buzzwords, and passive filler.

npx skills add stop-slop

#no-buzzwords#concise#style-guide

Quality Filtersv2.1.0

Stack

taste-skill / design-taste-frontend

Art direction engine for websites distilled from 247 curated gallery designs.

npx skills add miqdadbadjuber/taste-skill

#art-direction#frontend#typography#curated-layouts

Protocolv0.2.1

Stack

Telegram MCP Server

Telegram Bot API integration for sending messages, reading channels, and handling alerts.

npx -y @modelcontextprotocol/server-telegram

#mcp#telegram#bot#alerts

Prompt Prepv3.88.0

Stack

Trufflehog

High-accuracy secrets scanner to prevent committing API keys during AI vibe coding.

brew install trufflesecurity/trufflehog/trufflehog

#security#secret-scanner#git-safety#keys