diff --git a/README.md b/README.md
index 5f9baa780e..1405a3e345 100644
--- a/README.md
+++ b/README.md
@@ -1093,6 +1093,7 @@ The following sets of tools are available:
 
 - **pull_request_read** - Get details for a single pull request
   - **Required OAuth Scopes**: `repo`
+  - `after`: Cursor for pagination, used only by the get_review_comments method. Pass the endCursor from the previous page's PageInfo to fetch the next page. (string, optional)
   - `method`: Action to specify what pull request data needs to be retrieved from GitHub. 
     Possible options: 
      1. get - Get details of a specific pull request.
diff --git a/pkg/github/__toolsnaps__/pull_request_read.snap b/pkg/github/__toolsnaps__/pull_request_read.snap
index 9bb14cc076..55d7c4a23f 100644
--- a/pkg/github/__toolsnaps__/pull_request_read.snap
+++ b/pkg/github/__toolsnaps__/pull_request_read.snap
@@ -6,6 +6,10 @@
   "description": "Get information on a specific pull request in GitHub repository.",
   "inputSchema": {
     "properties": {
+      "after": {
+        "description": "Cursor for pagination, used only by the get_review_comments method. Pass the endCursor from the previous page's PageInfo to fetch the next page.",
+        "type": "string"
+      },
       "method": {
         "description": "Action to specify what pull request data needs to be retrieved from GitHub. \nPossible options: \n 1. get - Get details of a specific pull request.\n 2. get_diff - Get the diff of a pull request.\n 3. get_status - Get combined commit status of a head commit in a pull request.\n 4. get_files - Get the list of files changed in a pull request. Use with pagination parameters to control the number of results returned.\n 5. get_review_comments - Get review threads on a pull request. Each thread contains logically grouped review comments made on the same code location during pull request reviews. Returns threads with metadata (isResolved, isOutdated, isCollapsed) and their associated comments. Use cursor-based pagination (perPage, after) to control results.\n 6. get_reviews - Get the reviews on a pull request. When asked for review comments, use get_review_comments method.\n 7. get_comments - Get comments on a pull request. Use this if user doesn't specifically want review comments. Use with pagination parameters to control the number of results returned.\n 8. get_check_runs - Get check runs for the head commit of a pull request. Check runs are the individual CI/CD jobs and checks that run on the PR.\n",
         "enum": [
diff --git a/pkg/github/pullrequests.go b/pkg/github/pullrequests.go
index 9c2a098755..4b46155cbc 100644
--- a/pkg/github/pullrequests.go
+++ b/pkg/github/pullrequests.go
@@ -58,6 +58,13 @@ Possible options:
 		Required: []string{"method", "owner", "repo", "pullNumber"},
 	}
 	WithPagination(schema)
+	// get_review_comments uses GraphQL cursor-based pagination and accepts the
+	// `after` cursor. Other methods rely on the `page`/`perPage` parameters
+	// added by WithPagination and ignore `after`.
+	schema.Properties["after"] = &jsonschema.Schema{
+		Type:        "string",
+		Description: "Cursor for pagination, used only by the get_review_comments method. Pass the endCursor from the previous page's PageInfo to fetch the next page.",
+	}
 
 	return NewTool(
 		ToolsetMetadataPullRequests,
diff --git a/pkg/github/pullrequests_test.go b/pkg/github/pullrequests_test.go
index 4f0ec9493b..04c7259f24 100644
--- a/pkg/github/pullrequests_test.go
+++ b/pkg/github/pullrequests_test.go
@@ -1687,6 +1687,11 @@ func Test_GetPullRequestComments(t *testing.T) {
 	assert.Contains(t, schema.Properties, "owner")
 	assert.Contains(t, schema.Properties, "repo")
 	assert.Contains(t, schema.Properties, "pullNumber")
+	// `after` is required for cursor-based pagination on get_review_comments
+	// to be reachable from MCP clients; without it in the schema, callers
+	// cannot advance past the first page (issue #2122).
+	assert.Contains(t, schema.Properties, "after")
+	assert.Equal(t, "string", schema.Properties["after"].Type)
 	assert.ElementsMatch(t, schema.Required, []string{"method", "owner", "repo", "pullNumber"})
 
 	tests := []struct {
@@ -1804,6 +1809,54 @@ func Test_GetPullRequestComments(t *testing.T) {
 				assert.Equal(t, 1, result.TotalCount)
 			},
 		},
+		{
+			name: "after cursor is forwarded to GraphQL query",
+			gqlHTTPClient: githubv4mock.NewMockedHTTPClient(
+				githubv4mock.NewQueryMatcher(
+					reviewThreadsQuery{},
+					map[string]any{
+						"owner":             githubv4.String("owner"),
+						"repo":              githubv4.String("repo"),
+						"prNum":             githubv4.Int(42),
+						"first":             githubv4.Int(30),
+						"commentsPerThread": githubv4.Int(100),
+						"after":             githubv4.String("cursor-page-2"),
+					},
+					githubv4mock.DataResponse(map[string]any{
+						"repository": map[string]any{
+							"pullRequest": map[string]any{
+								"reviewThreads": map[string]any{
+									"nodes": []map[string]any{},
+									"pageInfo": map[string]any{
+										"hasNextPage":     false,
+										"hasPreviousPage": true,
+										"startCursor":     "cursor3",
+										"endCursor":       "cursor4",
+									},
+									"totalCount": 5,
+								},
+							},
+						},
+					}),
+				),
+			),
+			requestArgs: map[string]any{
+				"method":     "get_review_comments",
+				"owner":      "owner",
+				"repo":       "repo",
+				"pullNumber": float64(42),
+				"after":      "cursor-page-2",
+			},
+			expectError: false,
+			validateResult: func(t *testing.T, textContent string) {
+				var result MinimalReviewThreadsResponse
+				err := json.Unmarshal([]byte(textContent), &result)
+				require.NoError(t, err)
+				assert.Len(t, result.ReviewThreads, 0)
+				assert.Equal(t, true, result.PageInfo.HasPreviousPage)
+				assert.Equal(t, "cursor4", result.PageInfo.EndCursor)
+			},
+		},
 		{
 			name: "review threads fetch fails",
 			gqlHTTPClient: githubv4mock.NewMockedHTTPClient(