Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Read-only access to a Crossplane control plane: resources, claims, packages, compositions.
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": {
"crossplane": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ravibagri5/crossplane-mcp-server:0.1.5"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add crossplane -- docker run -i --rm ghcr.io/ravibagri5/crossplane-mcp-server:0.1.5프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"crossplane": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ravibagri5/crossplane-mcp-server:0.1.5"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"crossplane": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ravibagri5/crossplane-mcp-server:0.1.5"
]
}
}
}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 7일 점검
레지스트리 이름이 GitHub 계정 ravibagri5 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(0.1.5)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Hunter Killer
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Liquidation walls, snapshot age, evidence labels and a public record. Managed OAuth.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A Model Context Protocol server that lets AI assistants understand a Crossplane control plane.
Ask your assistant *"how many managed resources do I have and is anything broken?"* and it will answer from your actual control plane, with the reason for every failure, instead of guessing.
> Why is the app-db claim not ready?
crossplane_diagnose(kind="PostgreSQLInstance", name="app-db")
PostgreSQLInstance app-db is NOT READY.
Verdict: Instance/app-db-rds is the deepest failure: InvalidParameterValue: the instance class db.t2.mega does not exist
Root causes (deepest failing resources): KIND NAME READY SYNCED REASON DETAIL Instance app-db-rds False False ApplyFailure InvalidParameterValue...
Control plane checks: CHECK STATE DETAIL composition OK Composition "postgres-aws" exists. providers OK all 3 provider(s) are Installed and Healthy
Fix the instanceClass field in your Composition and the claim will reconcile.
The server is read-only by default: the tools that create and update are not registered at all unless you start it with --read-only=false, so a client cannot see them, let alone call them. Nothing deletes in either mode. Turn writes on and the same assistant can provision from your platform APIs:
> Create a small Postgres database called orders-db.
crossplane_database_create(name="orders-db", engine="postgresql", size="small")
Created PostgreSQLInstance default/orders-db on kind-crossplane.
apiVersion: demo.crossplane.io/v1alpha1 kind: PostgreSQLInstance metadata: name: orders-db namespace: default spec: parameters: engine: postgresql size: small version: "16"
Next: provisioning is asynchronous. Call crossplane_resource_tree with {"kind":"PostgreSQLInstance","name":"orders-db"} to watch it come up.
Nothing there names a Kubernetes kind. The tool found the platform API this control plane offers, read the schema its XRD declares and filled it in. See examples/demo for a control plane you can try it on without a cloud account.
A general purpose Kubernetes MCP server can already reach every object on a Crossplane control plane: Crossplane resources are Kubernetes resources, and a generic resources_list with an apiVersion and a kind will happily return your XRDs. Access was never the problem.
The problem is that it does not know what any of it means, and it will happily delete it.
| Generic Kubernetes MCP | This server | |
|---|---|---|
| Reach Crossplane CRDs | Yes | Yes |
| Follow a claim to the infrastructure it created | No. It returns objects; the model has to guess which field to follow at each hop | crossplane_resource_tree walks resourceRefs for you |
| Say which resource is actually at fault | No | crossplane_diagnose finds the deepest failure, not the symptom at the top |
| Notice infrastructure changed outside Crossplane | No. It can return spec and status but has no idea they are meant to match | crossplane_drift_detect diffs desired against observed |
| Explain why a delete is hanging | No | crossplane_deleting_resources names the Usage, finalizer or provider holding it |
| Say what a delete would destroy first | No | crossplane_impact reports the blast radius before you act |
| Simulate a change without touching the cluster | No | crossplane_composition_render runs the function pipeline offline |
| Write to your cluster | Yes, always: create, update, delete, exec | Only if you ask. Off by default, never deletes, limited to Crossplane kinds, and it provisions through your platform APIs rather than writing managed resources by hand |
That last row matters more here than it does for ordinary Kubernetes work. On a Crossplane control plane a deleted object is not a pod that a ReplicaSet will recreate, it is a production database. Point this server at production and it cannot mutate anything; point it at a development control plane with --read-only=false and it still cannot delete a resource, and cannot touch a Secret, a Deployment or an RBAC rule at all.
Underneath, the Crossplane knowledge this server encodes is:
managed, composite, claim), so it works with every provider without being taught about any of them.Ready/Synced on resources and Installed/Healthy on packages, and explains the difference to the model.resourceRefs to build the composition tree, the same view as crossplane beta trace.Observe-only resource is never corrected, which is the difference between a warning and a non-event.spec.crossplane reference location.go install github.com/ravibagri5/crossplane-mcp-server/cmd/crossplane-mcp-server@latest
crossplane-mcp-server tools
crossplane-mcp-server call crossplane_status
Then add it to your MCP client (see Client configuration) and ask it about your control plane.
go install. The pre-built binaries and the container image have no such requirement.crossplane_composition_render. Rendering executes the composition function pipeline, which cannot be done through the Kubernetes API. Every other tool needs nothing beyond API access, and crossplane_composition_validate covers most of the same ground without a container runtime.go install github.com/ravibagri5/crossplane-mcp-server/cmd/crossplane-mcp-server@latest
docker run --rm -i \
-v "${HOME}/.kube:/home/nonroot/.kube:ro" \ ghcr.io/ravibagri5/crossplane-mcp-server:latest
Pre-built binaries for Linux, macOS and Windows are attached to every release. These are the easiest option if you do not have a recent Go toolchain.
git clone https://github.com/ravibagri5/crossplane-mcp-server.git
cd crossplane-mcp-server make build ./bin/crossplane-mcp-server tools
This server is listed in:
io.github.ravibagri5/crossplane-mcp-server, which is where MCP clients look it up.{
"mcpServers": { "crossplane": { "command": "crossplane-mcp-server", "args": ["--clusters", "staging,production", "--context", "staging"], "env": { "PATH": "/opt/homebrew/bin:/usr/local/bin:/usr/bin:/bin", "HOME": "/Users/you" } } } }
PATH and HOME matter whenever a kubeconfig context authenticates through an exec plugin such as kubelogin or aws. Desktop applications launch servers with a near-empty environment, so without them the plugin is either not found or cannot read its token cache.
In ~/.config/goose/config.yaml:
extensions:
crossplane: enabled: true type: stdio cmd: /path/to/crossplane-mcp-server args: ["--clusters", "staging,production", "--context", "staging"] envs: PATH: /opt/homebrew/bin:/usr/local/bin:/usr/bin:/bin HOME: /Users/you timeout: 300
Add --read-only=false to args to let goose provision as well as inspect. examples/demo walks through that end to end on a throwaway cluster.
Add to .vscode/mcp.json in your workspace:
{
"servers": { "crossplane": { "type": "stdio", "command": "crossplane-mcp-server", "args": ["--clusters", "staging,production"] } } }
{
"mcpServers": { "crossplane": { "command": "docker", "args": [ "run", "--rm", "-i", "-v", "${HOME}/.kube:/home/nonroot/.kube:ro", "ghcr.io/ravibagri5/crossplane-mcp-server:latest" ] } } }
Run crossplane-mcp-server tools to print this list from your build.
resourcesManaged resources, composite resources and claims.
| Tool | What it answers |
|---|---|
crossplane_managed_resources_summary | How many managed resources exist, by kind, and how many are Ready and Synced |
crossplane_managed_resources_list | Which managed resources exist, optionally only the failing ones |
crossplane_composite_resources_list | Which composite resources (XRs) exist and which Composition each selected |
crossplane_claims_list | Which claims exist and which composite each is bound to |
crossplane_resource_get | Everything about one resource: conditions, external name, events, manifest |
crossplane_resource_tree | The composition tree below a claim or composite, with per-resource status |
crossplane_resource_events | The events Crossplane recorded against one resource |
crossplane_diagnose | Why a resource is not Ready, and which resource is actually at fault |
| crossplane_drift_detect | Which infrastructure no longer matches its declared spec, and whet
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요