Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"codexbox": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/psyb0t/codexbox:v0.7.6"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add codexbox -- docker run -i --rm docker.io/psyb0t/codexbox:v0.7.6프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"codexbox": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/psyb0t/codexbox:v0.7.6"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"codexbox": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/psyb0t/codexbox:v0.7.6"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 psyb0t 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.7.6)은 15일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
OpenAI Codex CLI inside an aicodebox container. Minimal and toolchain-loaded images, five ways in: interactive shell, one-shot exec, OpenAI-compatible endpoint, MCP server, Telegram bot, and a cron scheduler that fires codex on whatever schedule you want.
You talk to codexbox. codexbox talks to codex. codex talks to OpenAI — or your ChatGPT subscription. Nobody cares about the middle.
codexbox wrapperDocker installed and running is the only prerequisite.
The installer pulls the selected image, creates the persistent Codex and SSH directories, downloads the wrapper, and installs codexbox on your PATH.
# minimal image — default
curl -fsSL https://raw.githubusercontent.com/psyb0t/docker-codexbox/master/install.sh | bash
export CODEXBOX_FULL=1 && curl -fsSL https://raw.githubusercontent.com/psyb0t/docker-codexbox/master/install.sh | bash
curl -fsSL https://raw.githubusercontent.com/psyb0t/docker-codexbox/master/install.sh | bash -s -- codex
Installing with CODEXBOX_FULL=1 bakes latest-full into the wrapper, so the choice persists; you do not need to export it again. CODEXBOX_FULL must be set for bash, not merely for curl, hence the export … && form above.
From a checkout of this repository, build the matching image and install the local wrapper without pulling a published codexbox image:
make install # minimal image
make install-full # full image
make install-wrapper CODEXBOX_FULL=1 make install-wrapper # full image
These targets set CODEXBOX_SRC_LOCAL=true. make install and make install-full build their image first; make install-wrapper only installs the local wrapper.sh against the selected existing image. It fails if that image is absent instead of falling back to docker pull.
The remote installer downloads wrapper.sh from its matching release tag. Automation can set CODEXBOX_INSTALL_DIR, CODEXBOX_BIN_NAME, and AICODEBOX_MANAGED_INSTALL=1 when it installs into a different command directory without prompting to replace an existing SSH key.
codexbox wrapperThe wrapper mounts the current directory as the workspace, persists ~/.codex (so login survives container recreation), forwards auth and configured environment variables, and manages a per-directory container.
export OPENAI_API_KEY=sk-... # or use a subscription: `codexbox login --device-auth`
codexbox # interactive TUI — continues the last session for THIS dir codexbox --no-continue # same, but starts a brand-new session instead codexbox exec "fix the failing test in ./app" # one-shot codex exec, output to your terminal echo "summarize README.md" | codexbox exec - # prompt via stdin codexbox login --device-auth # ChatGPT-subscription OAuth login (persists in ~/.codex) codexbox login status # which auth mode is active codexbox --version # passthrough to codex --version codexbox stop # stop this dir's running container(s) codexbox clear-session # drop codex's saved sessions (keeps auth + config)
The wrapper forwards "$@" straight to the image, so any codex subcommand works (codexbox mcp ..., codexbox doctor, etc.). The sandbox-bypass flag is injected inside the container — you never pass it yourself.
The bare interactive TUI defaults to continuing the most recent session for the directory you're in (same idea as claudebox's default) — codex's own resume --last cwd-scopes the lookup and starts a fresh session automatically when there's nothing to resume, so this is safe on a brand-new workspace too. Pass --no-continue to force a fresh session instead.
Install codexbox, claudebox, and pibox in the same command directory, normally /usr/local/bin, when one box needs to launch another. The wrapper finds sibling wrapper files there and mounts them read-only into the container. A sibling wrapper then runs through the host Docker daemon and mounts its own host data directory. Codexbox does not directly mount another agent's home.
The installed wrapper is the normal interface for people and agents. An agent should run codexbox from the requested workspace instead of assembling a new docker run command. The wrapper preserves the workspace path, Codex state, SSH state, image choice, and per-workspace container lifecycle.
codexbox exec "inspect this workspace and report the failing tests"
CODEXBOX_FULL=1 codexbox exec "run the full test suite" printf '%s\n' "summarize README.md" | codexbox exec -
When one box needs another, install codexbox, claudebox, and pibox in the same command directory. A running box can call the sibling command directly. The parent wrapper passes the host launch context and mounts only the sibling wrapper file. Do not set AICODEBOX_HOST_*, copy a wrapper, or manually mount another box's state directory.
The wrapper does not forward an SSH agent on its own. To give the box your agent, mount its socket and point SSH_AUTH_SOCK at it:
CODEXBOX_MOUNT_SSH="$SSH_AUTH_SOCK:/ssh-agent:ro" CODEXBOX_ENV_SSH_AUTH_SOCK=/ssh-agent codexbox
Every key loaded in that agent becomes usable inside the box.
Use raw Docker only for an explicitly requested container deployment. The wrapper is the normal route for interactive, one-shot, and local service use. The Modes section has the relevant deployment commands and configuration.
psyb0t/codexbox:latest is the default minimal image: Codex, Node.js, Python, uv, Docker, Git, jq, and curl.psyb0t/codexbox:latest-full starts from the shared aicodebox:latest-full base, then adds Codexbox's adapter, entrypoint, auth, and config.CODEXBOX_FULL is binary: the installer defaults to minimal, 0 selects minimal, and 1 selects full. At runtime, an unset value preserves the installed image choice. Any other value fails. The installer writes the resolved image into the installed wrapper, so the choice persists without exporting the variable on every run. A runtime CODEXBOX_FULL=0 or CODEXBOX_FULL=1 temporarily forces a variant; CODEXBOX_IMAGE remains the highest-priority explicit override.
The full image adds:
The full variant inherits the shared Aicodebox full image. Aicodebox owns the shared toolchain pins, locks, and supply-chain checks. Codexbox adds only its agent package and startup layer.
Licensing note: the minimal image is clean — just Apache-2.0 Codex on top of the aicodebox base. The full image additionally bundles HashiCorp Terraform, which is BUSL-1.1 (source-available, non-compete), not OSI-approved open source. If that matters to your use case, stick to the minimal image or review the BUSL-1.1 terms yourself before using latest-full. Full breakdown in THIRD_PARTY.md.
Set CODEXBOX_GIT_NAME and CODEXBOX_GIT_EMAIL on the host to configure the runtime user's global Git identity before startup hooks. Direct container deployments accept the same names. Nonempty AICODEBOX_GIT_NAME and AICODEBOX_GIT_EMAIL inside the container take precedence; through the wrapper, supply those shared values as AICODEBOX_ENV_AICODEBOX_GIT_NAME and AICODEBOX_ENV_AICODEBOX_GIT_EMAIL. Empty settings preserve existing Git config. Multiline values are rejected.
make version V=X.Y.Z synchronizes package metadata, lockfile, the Codex plugin manifest, and the installer's wrapper release ref without committing or tagging. Remote installs download the matching release wrapper unless CODEXBOX_INSTALL_REF overrides it. Updating an image does not update an installed wrapper.
Set these on the host before running codexbox:
| Var | Default | What it does |
|---|---|---|
OPENAI_API_KEY | — | API-key auth (seeded into ~/.codex/auth.json on boot). Not needed for subscription login. |
OPENAI_BASE_URL | — | Point codex at an OpenAI-compatible endpoint |
CODEXBOX_IMAGE | installed image | Override the image the wrapper runs |
CODEXBOX_FULL | installed choice (0 initially) | 0 forces minimal; 1 forces full |
CODEXBOX_DATA_DIR | ~/.codex | Host dir mounted as CODEX_HOME (auth + config + sessions) |
CODEXBOX_SSH_DIR | ~/.ssh/codexbox | SSH key directory mounted into the container (for git over SSH) |
CODEXBOX_MAX_MEM | 10g | Per-container memory limit |
CODEXBOX_CONTAINER_NAME | derived from $PWD | Override the per-workspace container name |
CODEXBOX_ENV_* | — | Forward arbitrary env into the container (prefix stripped: CODEXBOX_ENV_FOO=bar → FOO=bar) |
CODEXBOX_MOUNT_* | — | Mount extra host dirs (/host:/container syntax, or a bare path for same-path-both-sides) |
AICODEBOX_ENV_* | — | Forward a shared environment variable into the launched container, with the prefix stripped |
AICODEBOX_MOUNT_* | — | Mount a shared host directory into the launched container |
AICODEBOX_HOST_* is the versioned nested-launch context used by sibling wrappers. It records host bind-source paths and is set automatically by a wrapper. Do not set it for an ordinary host launch.
CODEXBOX_MODE_CRON=1 + CODEXBOX_MODE_CRON_FILE=/path/cron.yaml codexbox starts the cron scheduler as a long-running background container instead.
Prefer no host install? Everything the wrapper does is plain docker run; see Manual Docker use and Modes.
Foreground modes (API / Telegram / Cron) are mutually exclusive — except CODEXBOX_TELEGRAM_MODE=1 + CODEXBOX_CRON_MODE=1, which run together (cron in-thread inside telegram). API wins if set alongside anything else.
MCP mode (CODEXBOX_MCP_MODE=1) is independent — it coexists with whatever foreground mode is running. In API mode it's mounted at /mcp/ on the API port; in other modes it runs as a sidecar uvicorn on its own port.
Each
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