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제작자가 쓴 설명(영어 원문)
Git content governance, 23 deterministic MCP tools. Hosted: docs.contentrain.io/developer/mcp-cloud
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.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://studio.contentrain.io/api/mcp/remoteClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"contentrain": {
"command": "npx",
"args": [
"-y",
"@contentrain/mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http contentrain https://studio.contentrain.io/api/mcp/remoteclaude mcp add contentrain -- npx -y @contentrain/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"contentrain": {
"url": "https://studio.contentrain.io/api/mcp/remote"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"contentrain": {
"command": "npx",
"args": [
"-y",
"@contentrain/mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"contentrain": {
"type": "http",
"url": "https://studio.contentrain.io/api/mcp/remote"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"contentrain": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@contentrain/mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://studio.contentrain.io/api/mcp/remote메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 Contentrain 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
86ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 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.
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(3.12.3)은 그저께 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
@contentrain/mcpProvider-agnostic MCP engine for Contentrain — local-first by default, with optional GitHub and GitLab backends and an HTTP transport for remote drivers such as Studio.
Start here:
Contentrain is a content governance ecosystem for teams and AI agents. In it, this engine works like this:
This package is the runtime core behind Contentrain's MCP integration. It can be used as:
contentrain-mcp)createServer(projectRoot))pnpm add @contentrain/mcp
Requirements:
22+Optional parser support for higher-quality source scanning:
@vue/compiler-sfc@astrojs/compilersvelteThey are listed as optional dependencies. The scanner still works without them, but Vue/Astro/Svelte detection is stronger when they are installed.
@contentrain/mcp manages a .contentrain/ directory in your project and exposes MCP tools for:
All write operations are designed around git-backed safety:
contentrain branch serves as the content state single source of truthcontentrain (branch name: cr/{scope}/{target}/{timestamp}-{suffix}, e.g. cr/content/blog-post/1730000000-a1b2; bulk locale copies, locale-scoped status changes and scaffold add a {locale} segment before the timestamp)contentrain, baseBranch advanced via update-ref, .contentrain/ files selectively synced to developer's working tree when the base branch is the one checked outCONTENTRAIN_BRANCH env → repository.default_branch → remote HEAD → main → master → checked-out branch → main (fallback). A write made on a feature branch never merges, moves or pushes that branchcontentrain tip: JSON changes are carried over key by key, so entries another writer pushed are kept; a same-value conflict writes nothing and returns CONTENT_WORKING_TREE_STALE.contentrain/** is read from the contentrain ref instead (source files still from the working tree); read tools report it as content_sourceremoteBranchCleanup: false in config.jsongit.push: false or CONTENTRAIN_NO_PUSH=1): nothing is ever pushed or deleted on the remote, and every result says so — see Git environment and local modegit block names the resolved base_branch; when it is not the checked-out branch, the result's warning says your working tree was left alonegit.verify: true or CONTENTRAIN_VERIFY=1 runs them, and a rejecting hook fails the write with its output — see Commit hookscontentrain branch after merge (locally by the transaction layer; in remote flows by the orchestrator that owns the merge)23 MCP tools, plus 5 media tools on a media-capable provider such as Studio, with annotations (readOnlyHint, destructiveHint, idempotentHint, and openWorldHint: false everywhere except contentrain_media_ingest, which fetches a caller-supplied URL server-side) for client safety hints.
Tool listing is capability-aware. tools/list only advertises tools the resolved provider + projectRoot pair can actually satisfy. A local stdio server lists the 23 core tools; a session driven by a remote provider (GitHub/GitLab, no local checkout) lists only the remote-safe subset — status, describe, describe_format, model_save, model_delete, content_save, content_delete, content_list, content_status, vocabulary_save, vocabulary_delete, validate. The requirement map lives in TOOL_REQUIREMENTS (@contentrain/mcp/tools/availability).
| Tool | Purpose | Read-only | Destructive |
|---|---|---|---|
contentrain_status | Project status, config, models, branch health, context | Yes | — |
contentrain_describe | Full schema and sample data for a model | Yes | — |
contentrain_describe_format | File-format and storage contract reference | Yes | — |
contentrain_doctor | Project health report (env, structure, models, orphans, local + remote branches, SDK) | Yes | — |
contentrain_init | Create .contentrain/ structure and base config | — | — |
contentrain_scaffold | Apply a starter template such as blog, docs, landing, saas | — | — |
contentrain_model_save | Create or update a model definition | — | Yes |
contentrain_model_delete | Delete a model definition | — | Yes |
contentrain_content_save | Save content entries for any model kind | — | Yes |
contentrain_content_delete | Delete content entries | — | Yes |
contentrain_content_list | Read content entries, each with its publish state under meta | Yes | — |
contentrain_content_status | Change entry status — publish, unpublish, archive (publishing validates first) | — | Yes |
contentrain_validate | Validate project content, optionally auto-fix structural issues | — | — |
contentrain_submit | Push cr/* branches to remote, then lazily prune merged local + remote leftovers | — | — |
contentrain_merge | Merge a review-mode branch into contentrain locally (by exact branch or model); deletes its remote copy | — | Yes |
contentrain_reconcile | Content-aware three-way merge of a diverged contentrain ↔ base pair (dry_run first, resolutions second) | — | — |
contentrain_branch_list | List pending cr/* branches with merge status (remote: true adds remote view) | Yes | — |
contentrain_branch_delete | Delete a stale/failed cr/* branch locally and on the remote (contentrain branch protected) | — | Yes |
contentrain_scan | Graph- and candidate-based hardcoded string scan | Yes | — |
contentrain_apply | Normalize extract/reuse execution with dry-run support | — | — |
contentrain_bulk | Bulk locale copy and deletes (dry_run previews; local only) | — | Yes |
contentrain_vocabulary_save | Add or update canonical vocabulary terms (merges with what exists) | — | — |
contentrain_vocabulary_delete | Remove canonical vocabulary terms by slug (confirm: true) | — | Yes |
contentrain_media_list | List media assets (search, tag filter, cursor pagination) | Yes | — |
contentrain_media_get | Get one media asset by id | Yes | — |
contentrain_media_ingest | Ingest an asset from a source URL (provider fetches server-side) | — | — |
contentrain_media_update | Update asset metadata (alt, tags, filename) | — | — |
contentrain_media_delete | Delete an asset from the media stack | — | Yes |
The five contentrain_media_* tools are a deterministic passthrough to the provider's optional media facet (RepoProvider.media) and are registered only when the provider exposes one (e.g. Studio MCP Cloud). Local stdio servers and plain GitHub/GitLab providers never list them. Ingest is URL-based (MCP has no binary channel); the provider implementation owns SSRF/MIME/size policy for the fetch.
npx contentrain setup claude-code # or: cursor, vscode, windsurf, copilot
This auto-creates the correct MCP config file for your IDE. See CLI docs for details.
CONTENTRAIN_PROJECT_ROOT=/path/to/project npx -y @contentrain/mcp
If CONTENTRAIN_PROJECT_ROOT is omitted, the current working directory is used.
These apply to the local provider (stdio, LocalProvider):
| Variable | Default | Effect |
|---|---|---|
CONTENTRAIN_BRANCH | unset | Base branch the contentrain branch advances. Wins over repository.default_branch, then remote HEAD → main → master → the checked-out branch → main. Per process; never written to config |
CONTENTRAIN_REMOTE | origin | Remote used for every fetch and push (and remote branch cleanup) |
CONTENTRAIN_NO_PUSH | unset | 1/true turns local mode on; 0/false turns it off. Any other value is ignored |
CONTENTRAIN_AUTHOR_NAME / CONTENTRAIN_AUTHOR_EMAIL | Contentrain / ai@contentrain.io | Author identity on Contentrain's commits |
CONTENTRAIN_GIT_BINARY | unset | Absolute path of the git binary to use |
CONTENTRAIN_VERIFY | unset | 1/true runs the repository's commit hooks on Contentrain's commits; 0/false skips them. Wins over git.verify. Any other value is ignored |
Local mode keeps every write on local branches: no branch push, no review push, no push after an auto-merge, approve or reconcile, and no remote branch delete or prune. Fetching is not a push and still happens when a remote exists. Turn it on for a project with "git": { "push": false } in .contentrain/config.json, or for one run with CONTENTRAIN_NO_PUSH=1.
Precedence: the env wins over the config in both directions. CONTENTRAIN_NO_PUSH=1 turns pushing off even when config allows it; CONTENTRAIN_NO_PUSH=0 turns it back on over git.push: false. With neither, pushing is on.
It is never a silent success. Each write's git block reports remote_push: "disabled" with remote_note: "not pushed (local mode)", and next_steps carries a LOCAL MODE line. contentrain_submit returns an error instead of pushing; land review branches with contentrain_merge. contentrain_merge and contentrain_branch_delete delete the local branch as usual and leave any remote copy untouched; contentrain_branch_delete reports remote_skipped: "local-mode", contentrain_merge reports remote: { deleted: false, skipped: "local-mode" }.
By default Contentrain's machine commits (the cr/* content commit, the context.json commit, a reconcile merge commit, the seed commit of an empty repo) skip the repository's commit hooks (pre-commit, prepare-commit-msg, commit-msg). That keeps exis
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