MG-34: Add oc cli like must-gather collection with ServerPrompt by swghosh · Pull Request #51 · openshift/openshift-mcp-server

swghosh · 2025-10-10T19:36:40Z

plan_mustgather tool for collecting must-gather(s) from OpenShift cluster

generates a pod spec that can either be applied by user manually or used with resource_create_or_update tool
alongside pod spec namespace, serviceaccount, clusterrolebinding are generated too

Details

[MCP inspector](https://modelcontextprotocol.io/docs/tools/inspector):

Input (inferred defaults):

{
  "gather_command": "/usr/bin/gather",
  "source_dir": "/must-gather"
}

Output:

The generated plan contains YAML manifests for must-gather pods and required resources (namespace, serviceaccount, clusterrolebinding). Suggest how the user can apply the manifest and copy results locally (oc cp / kubectl cp).

Ask the user if they want to apply the plan

use the resource_create_or_update tool to apply the manifest
alternatively, advise the user to execute oc apply / kubectl apply instead.

Once the must-gather collection is completed, the user may which to cleanup the created resources.

use the resources_delete tool to delete the namespace and the clusterrolebinding
or, execute cleanup using kubectl delete.

apiVersion: v1
kind: Namespace
metadata:
  name: openshift-must-gather-tn7jzk
spec: {}
status: {}

apiVersion: v1
kind: ServiceAccount
metadata:
  name: must-gather-collector
  namespace: openshift-must-gather-tn7jzk

apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
  name: openshift-must-gather-tn7jzk-must-gather-collector
roleRef:
  apiGroup: rbac.authorization.k8s.io
  kind: ClusterRole
  name: cluster-admin
subjects:
- kind: ServiceAccount
  name: must-gather-collector
  namespace: openshift-must-gather-tn7jzk

apiVersion: v1
kind: Pod
metadata:
  generateName: must-gather-
  namespace: openshift-must-gather-tn7jzk
spec:
  containers:
  - command:
    - /usr/bin/gather
    image: registry.redhat.io/openshift4/ose-must-gather:latest
    imagePullPolicy: IfNotPresent
    name: gather
    resources: {}
    volumeMounts:
    - mountPath: /must-gather
      name: must-gather-output
  - command:
    - /bin/bash
    - -c
    - sleep infinity
    image: registry.redhat.io/ubi9/ubi-minimal
    imagePullPolicy: IfNotPresent
    name: wait
    resources: {}
    volumeMounts:
    - mountPath: /must-gather
      name: must-gather-output
  priorityClassName: system-cluster-critical
  restartPolicy: Never
  serviceAccountName: must-gather-collector
  tolerations:
  - operator: Exists
  volumes:
  - emptyDir: {}
    name: must-gather-output
status: {}

openshift-ci-robot · 2025-10-10T19:36:44Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.21.0" version, but no target version was set.

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swghosh · 2025-10-10T19:38:20Z

@harche @ardaguclu referring to #38 (comment), should we move this into pkg/ocp? Given this is also an OpenShift specific tool.

swghosh · 2025-10-10T19:38:39Z

/cc @Prashanth684 @shivprakashmuley

Cali0707 · 2025-10-10T19:52:10Z

My thoughts are we should probably be making one or more OpenShift specific toolgroups eventually

openshift-ci-robot · 2025-10-10T20:24:23Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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Prashanth684 · 2025-10-10T20:30:14Z

yes. maybe a pkg/toolsets/ocp/must-gather or equivalent.

openshift-ci-robot · 2025-10-10T20:32:34Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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openshift-ci-robot · 2025-10-10T20:33:11Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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openshift-ci-robot · 2025-10-10T20:33:57Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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openshift-ci-robot · 2025-10-10T20:38:05Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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openshift-ci-robot · 2025-10-10T20:41:24Z

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pkg/toolsets/core/mustgather.go

pkg/toolsets/openshift/mustgather.go

openshift-ci-robot · 2025-10-13T21:12:23Z

@swghosh: This pull request references MG-34 which is a valid jira issue.

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matzew · 2026-01-08T11:52:10Z

I guess we never did this, but the "core" here is also just one file: mustgather.go ?

CC @Cali0707 @Prashanth684

matzew · 2026-01-08T11:52:32Z

There is a test failing - also it would be nice to do a rebase

openshift-ci · 2026-01-29T09:35:00Z

[APPROVALNOTIFIER] This PR is NOT APPROVED

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swghosh · 2026-01-29T10:01:20Z

/test images

swghosh · 2026-01-29T11:20:50Z

/retest

Cali0707 · 2026-02-03T20:13:33Z

docs/OPENSHIFT.md

+
+## Tools
+
+### plan_mustgather


IMO this seems more like an MCP prompt than an MCP tool. See for example

openshift-mcp-server/pkg/toolsets/core/health_check.go

Lines 22 to 45 in 44e41c4

func initHealthChecks() []api.ServerPrompt {

return []api.ServerPrompt{

{

Prompt: api.Prompt{

Name: "cluster-health-check",

Title: "Cluster Health Check",

Description: "Perform comprehensive health assessment of Kubernetes/OpenShift cluster",

Arguments: []api.PromptArgument{

{

Name: "namespace",

Description: "Optional namespace to limit health check scope (default: all namespaces)",

Required: false,

},

{

Name: "check_events",

Description: "Include recent warning/error events (true/false, default: true)",

Required: false,

},

},

},

Handler: clusterHealthCheckHandler,

},

}

}

Our thinking here was while it does guide a workflow, the complexity of the parameters makes it better suited as a tool rather than a prompt - @swghosh did we investigate this route?

At the time of initially writing this PR, the upstream MCP server lacked support for Prompts so we ended up using the tools approach.

Also, per what we've had comprehended earlier: prompts are mainly static description/instructions to guide the agent in different things; unlike the health_check example shared it seems we can have a fully-dynamic prompt with params support generated by the MCP server to print full yamls (which is pretty much what we need in the planning). It sounds reasonable to investigate the agent flow by flipping the Tools -> Prompt assuming we can print the same text blurb in the current tool response.

It sounds reasonable to investigate the agent flow by flipping the Tools -> Prompt

IMO one concern comes to my mind, OpenShift Lightspeed being one of the primary agent's we're targetting for this use case probably does not support MCP prompts at this time (only tools).

hmm, worth to raise this there, for supporting prompts? They are part of the mcp spec.

There is a bit of similarity on what @Cali0707 shared for the "health", as being a ServerPrompt

Cali0707 · 2026-02-03T20:15:21Z

pkg/toolsets/openshift/toolset.go

+var _ api.Toolset = (*Toolset)(nil)
+
+func (t *Toolset) GetName() string {
+	return "openshift"


I believe for any toolsets that will be included in the openshift-mcp-server payload we will be requiring passing evals (written with https://github.com/mcpchecker). In particular, the evals will need to work when the openshift and core toolsets are both enabled (but no others)

Feel free to ping @matzew and I for help getting this set up!

@Prashanth684 given the prompt implementation will be backed by proper evals into achieving what we want to (i.e. let users collect a must-gather from the cluster through minimal conversation and MCP aiding the flow) should be a good idea to investigate the Tool -> Prompt transition.

re-evals, yeah - I commented on this one yesterday: #69 (comment)

- Add plan_mustgather Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

matzew · 2026-02-04T14:19:55Z

Is the goal here to land this and #38 individually? Or combined, like in #69

swghosh · 2026-02-04T16:12:41Z

The goal is to land the plan_mustgather implementation individually first, however that needs us to start adding the openshift toolset here as a must.

matzew · 2026-02-04T18:58:28Z

Ok, thanks for the clarification! Will take a detailed look! Sent from Gmail Mobile

…

On Wed 4. Feb 2026 at 18:54, Swarup Ghosh ***@***.***> wrote: *swghosh* left a comment (openshift/openshift-mcp-server#51) <#51 (comment)> Is the goal here to land this and #38 <#38> individually? The goal is to land the plan_mustgather implementation individually first, however that needs us to start adding the openshift toolset here as a must. — Reply to this email directly, view it on GitHub <#51 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AABGPTQUOU52OESPYDC6N3D4KIW53AVCNFSM6AAAAACI3ZQ5ZGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZTQNBYGM3DSMZUGE> . You are receiving this because you were mentioned.Message ID: ***@***.***>

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

swghosh · 2026-02-11T13:08:33Z

Have updated the PR to use ServerPrompt instead of ServerTool,
@matzew PTAL

(also closed #69 to avoid confusions)

Thanks in advance!

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

openshift-ci · 2026-02-11T13:23:17Z

@swghosh: all tests passed!

Full PR test history. Your PR dashboard.

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pkg/kubernetes/fakeclient/fakeclient.go

pkg/kubernetes/resources.go

Cali0707 · 2026-02-11T18:47:53Z

pkg/ocp/mustgather/plan_mustgather.go

+		if err != nil {
+			return "", fmt.Errorf("timeout duration is not valid")
+		}
+		gatherCmd = fmt.Sprintf("/usr/bin/timeout %s %s", timeout, gatherCmd)


shouldn't this be a []string{}

Cali0707 · 2026-02-11T18:49:04Z

pkg/ocp/mustgather/plan_mustgather.go

+// ParseNodeSelector parses a comma-separated key=value selector string into a map.
+func ParseNodeSelector(selector string) map[string]string {


this returns a non-nil map for the empty string case, which would serialize to an empty node selector (instead of no selector).

I think we probably want to return nil instead

Cali0707 · 2026-02-11T18:50:40Z

pkg/ocp/mustgather/plan_mustgather.go

+	gatherCmd := params.GatherCommand
+	if gatherCmd == "" {
+		gatherCmd = defaultGatherCmd
+	}


do we want to do any validation on this command? otherwise could this not just run an arbitrary command (which IMO we don't want) ?

this is especially important in the context that this command will run with cluster admin privileges. maybe we don't allow setting the gather command, or only allow setting params that should be passed to the command?

Cali0707 · 2026-02-11T18:52:15Z

pkg/ocp/mustgather/plan_mustgather.go

+	var gatherContainers = []corev1.Container{
+		*gatherContainerTemplate.DeepCopy(),
+	}


do we need this deepcopy here? it seems that if any images are there, we reassign this immediately. Maybe we can invert the logic (i.e. this deepcopy is the fallback if there are no images) ?

Cali0707 · 2026-02-11T18:54:44Z

pkg/ocp/mustgather/plan_mustgather.go

+	clusterRoleBindingName := fmt.Sprintf("%s-must-gather-collector", namespace)
+	clusterRoleBinding := &rbacv1.ClusterRoleBinding{
+		TypeMeta: metav1.TypeMeta{
+			APIVersion: "rbac.authorization.k8s.io/v1",
+			Kind:       "ClusterRoleBinding",
+		},
+		ObjectMeta: metav1.ObjectMeta{
+			Name: clusterRoleBindingName,
+		},
+		RoleRef: rbacv1.RoleRef{
+			APIGroup: "rbac.authorization.k8s.io",
+			Kind:     "ClusterRole",
+			Name:     "cluster-admin",
+		},
+		Subjects: []rbacv1.Subject{
+			{
+				Kind:      "ServiceAccount",
+				Name:      serviceAccountName,
+				Namespace: namespace,
+			},
+		},
+	}


I get that this is normal for must gather, but binding to cluster admin on a command that is AI-triggerable is a little scary 😅

let's make sure we validate exactly what is being run by the agent when this rolebinding is present, otherwise this seems like a huge security vuln

cc @matzew @manusa @mrunalp

@Prashanth684 too, any thoughts?

The way this works right now is a prompt and user has to still approve the tool call for the resources_create_or_update before proceeding with adding the RBAC binding.

@Cali0707 an alternative approach is to have a fine-grained RBAC that has only "GET" kinda RBAC more fine-grained, more suitable for must-gather (since it's essentially just a collection tool) but we do require nodes/exec to run some performance analysis (which is part of the default must-gather collection). An eg. role for reference.

The downside with the granular RBAC being that users cannot trigger custom must-gather images like a must-gather image specifically targetted by an operator (implemented in all_images flow), because that'll require some other privileges.

My main concern is that the must gather command (which runs in the pod with all these privileges) is currently something that the agent can set. So, the agent could in theory get around any RBAC/resource protections that are in place through this

agree with these concerns. what we can do here:

add an allowlist of commands

add registry allow list (for non custom images - for custom images, it is upto the user, but we still need to check that the desired image is used)

interactive confirmation

explicitly show security warnings

restrict this functionality to cluster admins

openshift-ci-robot added the jira/valid-reference Indicates that this PR references a valid Jira ticket of any type. label Oct 10, 2025

openshift-ci bot requested review from Cali0707 and matzew October 10, 2025 19:36

openshift-ci bot requested review from Prashanth684 and shivprakashmuley October 10, 2025 19:38

swghosh mentioned this pull request Oct 10, 2025

Updates input params for plan_mustgather tool shivprakashmuley/openshift-mcp-server#2

Closed

swghosh force-pushed the plan-mg-tool branch 2 times, most recently from c9616ae to f2b231f Compare October 10, 2025 20:44

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pkg/toolsets/core/mustgather.go Outdated Show resolved Hide resolved

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Cali0707 mentioned this pull request Oct 24, 2025

NO-JIRA: Sync downstream #60

Merged

swghosh mentioned this pull request Nov 5, 2025

proof: Add openshift-core toolset with node and must-gather tools #69

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2 tasks

swghosh mentioned this pull request Dec 9, 2025

MG-92: experimental sub-agent for must-gather collection openshift/lightspeed-service#2629

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openshift-merge-robot added the needs-rebase Indicates a PR cannot be merged because it has merge conflicts with HEAD. label Jan 8, 2026

swghosh mentioned this pull request Jan 12, 2026

NE-2488: Add OpenShift router tools to NetworkEdge toolset #98

Open

swghosh force-pushed the plan-mg-tool branch from 2116bf8 to d6e199a Compare January 29, 2026 09:34

openshift-merge-robot removed the needs-rebase Indicates a PR cannot be merged because it has merge conflicts with HEAD. label Jan 29, 2026

swghosh force-pushed the plan-mg-tool branch 5 times, most recently from fa5be4e to b61dc09 Compare February 3, 2026 20:09

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swghosh force-pushed the plan-mg-tool branch from b61dc09 to 5da2a62 Compare February 3, 2026 20:39

swghosh added a commit to swghosh/openshift-mcp-server that referenced this pull request Feb 3, 2026

[draft] All the stuff from openshift#51

82dd1b5

- Add plan_mustgather Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

swghosh added 2 commits February 11, 2026 17:08

Make core.CanIUse as an exported func

61ef320

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

Implement plan_mustgather in the openshift toolset

ddab050

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

swghosh force-pushed the plan-mg-tool branch from 5da2a62 to 9d601d4 Compare February 11, 2026 12:45

swghosh changed the title ~~MG-34: Add oc cli like must-gather collection to plan_mustgather tool~~ MG-34: Add oc cli like must-gather collection with ServerPrompt Feb 11, 2026

Update toolsets_test with testdata

17f582c

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

swghosh force-pushed the plan-mg-tool branch from 9d601d4 to d87e167 Compare February 11, 2026 13:06

update docs and README with openshift tools

672273b

Signed-off-by: Swarup Ghosh <swghosh@redhat.com>

swghosh force-pushed the plan-mg-tool branch from d87e167 to 672273b Compare February 11, 2026 13:12

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refactor(kubernetes): export k.CanIUse func containers/kubernetes-mcp-server#775

Open

	func initHealthChecks() []api.ServerPrompt {
	return []api.ServerPrompt{
	{
	Prompt: api.Prompt{
	Name: "cluster-health-check",
	Title: "Cluster Health Check",
	Description: "Perform comprehensive health assessment of Kubernetes/OpenShift cluster",
	Arguments: []api.PromptArgument{
	{
	Name: "namespace",
	Description: "Optional namespace to limit health check scope (default: all namespaces)",
	Required: false,
	},
	{
	Name: "check_events",
	Description: "Include recent warning/error events (true/false, default: true)",
	Required: false,
	},
	},
	},
	Handler: clusterHealthCheckHandler,
	},
	}
	}

		// ParseNodeSelector parses a comma-separated key=value selector string into a map.
		func ParseNodeSelector(selector string) map[string]string {

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Save the following content to a file (e.g., must-gather-plan.yaml) and apply it with 'kubectl apply -f must-gather-plan.yaml'

Monitor the pod's logs to see when the must-gather process is complete:

kubectl logs -f -n openshift-must-gather-fzq7f5 -c gather

Once the logs indicate completion, copy the results with:

kubectl cp -n openshift-must-gather-fzq7f5 :/must-gather ./must-gather-output -c wait

Finally, clean up the resources with:

kubectl delete ns openshift-must-gather-fzq7f5

kubectl delete clusterrolebinding openshift-must-gather-fzq7f5-must-gather-collector

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