diff --git a/server/neptune/temporalworker/clientcreatorpool/clientcreatorpool.go b/server/neptune/temporalworker/clientcreatorpool/clientcreatorpool.go
new file mode 100644
index 000000000..66b3a179e
--- /dev/null
+++ b/server/neptune/temporalworker/clientcreatorpool/clientcreatorpool.go
@@ -0,0 +1,62 @@
+package clientcreatorpool
+
+import (
+	"github.com/palantir/go-githubapp/githubapp"
+	"github.com/pkg/errors"
+	ghClient "github.com/runatlantis/atlantis/server/neptune/workflows/activities/github"
+	"github.com/uber-go/tally/v4"
+)
+
+type ClientCreatorPool struct {
+	NamesToClientCreators     map[string]githubapp.ClientCreator
+	NamesToRateLimitRemaining map[string]int
+}
+
+type ClientCreatorPoolConfig struct {
+	name   string
+	config githubapp.Config
+}
+
+func (c *ClientCreatorPool) Initialize(configs []ClientCreatorPoolConfig, scope tally.Scope) error {
+
+	c.NamesToClientCreators = make(map[string]githubapp.ClientCreator)
+	c.NamesToRateLimitRemaining = make(map[string]int)
+
+	for _, config := range configs {
+		clientCreator, err := githubapp.NewDefaultCachingClientCreator(
+			config.config,
+			githubapp.WithClientMiddleware(
+				ghClient.ClientMetrics(scope.SubScope("app"+config.name)),
+			))
+		if err != nil {
+			return errors.Wrap(err, "client creator")
+		}
+		c.NamesToClientCreators[config.name] = clientCreator
+		// just needs to be non-zero, true value will be updated within 60 seconds by the cron that checks the rate limit
+		c.NamesToRateLimitRemaining[config.name] = 100
+	}
+
+	return nil
+}
+
+func (c *ClientCreatorPool) GetClientCreatorWithMaxRemainingRateLimit(name string) (githubapp.ClientCreator, error) {
+	maxSeenSoFar := 0
+	for clientName, num := range c.NamesToRateLimitRemaining {
+		if num > maxSeenSoFar {
+			maxSeenSoFar = num
+			name = clientName
+		}
+	}
+
+	clientCreator, ok := c.NamesToClientCreators[name]
+	if !ok {
+		return nil, errors.New("client creator not found")
+	}
+
+	return clientCreator, nil
+}
+
+// this func will be used in the crons to update the rate limit remaining
+func (c *ClientCreatorPool) SetRateLimitRemaining(name string, remaining int) {
+	c.NamesToRateLimitRemaining[name] = remaining
+}
diff --git a/server/neptune/temporalworker/clientcreatorpool/clientcreatorpool_test.go b/server/neptune/temporalworker/clientcreatorpool/clientcreatorpool_test.go
new file mode 100644
index 000000000..e69de29bb