neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
OBTO는 AI 클라이언트가 전체 스택 애플리케이션을 구축·배포·검증하는 MCP 기반 플랫폼입니다
OBTO is the MCP-native platform where the AI client you already use builds, deploys and verifies full-stack applications — a receipt on every run, restore points on every change, your code exportable
개발 도구JavaScript · DockerfileGitHub @obto-inc온라인운영자 미확인
써 보셨어요? 한 번만 눌러 주세요. 로그인은 필요 없어요.
아직 감지된 업데이트가 없습니다. GitHub 릴리스가 나오면 여기에 보입니다.
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기MCP-native deployment platform — your AI writes and deploys full-stack apps to a live URL in one conversation. Model-agnostic, self-hostable, Glass Box transparency.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다.
README 전문 보기 ↗OBTO is a full-stack deployment platform built for the age of AI agents. Connect it to Claude, GPT, Codex, or any MCP-compatible model. Describe what you want in plain language. The AI writes the code, provisions the database, and deploys your application to a live URL — all in the same conversation.
No code editor. No terminal. No hosting setup. Full-stack. Not a wrapper over Vercel and Supabase — real backend, real infrastructure, one platform.
OBTO Inc. was founded in 2015. The platform has been running production workloads since 2019 — today it serves 300M+ monthly requests across 150+ institutions.
Go to obto.co/site/ob/signup and continue with Google. Your OBTO workspace is created automatically.
Everyone uses the same endpoint: https://app.obto.co/ms/mcp. Signing in with OAuth identifies you and your workspace; there is no personal URL and no API key to copy.
Install the plugin (recommended where supported). This repository is itself the plugin marketplace — one URL, nothing else to configure:
Claude Code / Claude Cowork
/plugin marketplace add obto-inc/platform
/plugin install obto@obto
Installs the OBTO MCP server connection plus nine task skills (build loop, deploys & large files, media upload, memory, MCP extension, Postgres database, reviewer feedback, troubleshooting, platform boundary). Details: plugins/obto.
OpenAI Codex
codex plugin marketplace add obto-inc/platform
codex plugin add obto@obto
codex mcp login obto
Same marketplace, same skills; codex mcp login obto completes the Google OAuth sign-in in your browser. The Codex package is plugins/obto-codex.
Use the skill files directly (every other harness). The skills are plain-markdown SKILL.md folders — portable to any agent harness that reads skills or instruction files:
| Client | What to use |
|---|---|
| Claude Desktop | Add SKILL.md to your project's knowledge or attach as a file |
| Cursor | Place SKILL.md in your workspace root or .cursor/skills/ |
| VS Code (Copilot) | Place SKILL.md in your workspace root |
| AntiGravity | Place SKILL.md in your workspace's .agent/skills/ directory |
| OpenCode & other agent harnesses | Copy the plugins/obto/skills/ folders into your harness's skills directory, or use the single-file SKILL.md |
Add your MCP server URL to your AI client's MCP configuration:
Claude Desktop — Go to Settings → MCP Servers → Add your OBTO endpoint URL. Claude will redirect you to authenticate via OAuth. Allow it.
Claude Web — In a project, add the MCP server URL. Authorize when prompted.
Cursor / VS Code — Add the MCP server configuration to your settings.
Type what you want. The AI handles the rest.
"Build me a landing page for my coffee shop with a menu, gallery, and contact form."
Your app will be live at yourapp.obto.co.
The SKILL.md file is a set of instructions that teaches AI models how to build and deploy applications on OBTO. It covers:
xe. pattern — How backend services call each otherWithout this skill file, the AI won't know OBTO's conventions and will produce code that doesn't deploy correctly. With it, the AI becomes an autonomous developer on your OBTO instance.
Where your client supports plugins (Claude Code, Claude Cowork, Codex), prefer the plugin — the same doctrine split into nine auto-loading task skills, with the MCP connection preconfigured.
| Client | MCP Support | Status |
|---|---|---|
| Claude Code / Claude Cowork | ✅ Native plugin | Fully supported (plugin + skills) |
| Claude Web | ✅ Native | Fully supported |
| Claude Desktop | ✅ Native | Fully supported |
| Cursor | ✅ Native | Fully supported |
| VS Code (GitHub Copilot) | ✅ Native | Supported |
| AntiGravity | ✅ Native | Fully supported |
| OpenAI Codex | ✅ Plugin via MCP | Supported |
| OpenCode & other skill-compatible harnesses | ✅ Via MCP + skill files | Supported |
This project is licensed under the Apache License 2.0.
© 2026 OBTO Inc. All rights reserved.