diff --git a/metrics.md b/metrics.md
new file mode 100644
index 000000000..72c61a314
--- /dev/null
+++ b/metrics.md
@@ -0,0 +1,4 @@
+# EigenDA Metrics Documentation
+
+- [churner](operators/churner/churner-metrics.md)
+
diff --git a/operators/churner/churner-metrics.md b/operators/churner/churner-metrics.md
new file mode 100644
index 000000000..7a6b04180
--- /dev/null
+++ b/operators/churner/churner-metrics.md
@@ -0,0 +1,33 @@
+# Metrics Documentation for namespace 'eigenda_churner'
+
+This documentation was automatically generated at time `2024-11-26T14:29:13-06:00`
+
+There are a total of `2` registered metrics.
+
+---
+
+## latency_ms
+
+latency summary in milliseconds
+
+|   |   |
+|---|---|
+| **Name** | `latency` |
+| **Unit** | `ms` |
+| **Labels** | `method` |
+| **Type** | `latency` |
+| **Quantiles** | `0.500`, `0.900`, `0.950`, `0.990` |
+| **Fully Qualified Name** | `eigenda_churner_latency_ms` |
+---
+
+## request_count
+
+the number of requests
+
+|   |   |
+|---|---|
+| **Name** | `request` |
+| **Unit** | `count` |
+| **Labels** | `status`, `method`, `reason` |
+| **Type** | `counter` |
+| **Fully Qualified Name** | `eigenda_churner_request_count` |
diff --git a/operators/churner/churner_test.go b/operators/churner/churner_test.go
index 0854de749..35c026977 100644
--- a/operators/churner/churner_test.go
+++ b/operators/churner/churner_test.go
@@ -28,7 +28,8 @@ func TestProcessChurnRequest(t *testing.T) {
 			NumRetries:       numRetries,
 		},
 	}
-	metrics := churner.NewMetrics("9001", logger)
+	metrics, err := churner.NewMetrics(9001, logger)
+	assert.NoError(t, err)
 	cn, err := churner.NewChurner(config, mockIndexer, transactorMock, logger, metrics)
 	assert.NoError(t, err)
 	assert.NotNil(t, cn)
diff --git a/operators/churner/cmd/main.go b/operators/churner/cmd/main.go
index a9ecd76e8..33a8c422d 100644
--- a/operators/churner/cmd/main.go
+++ b/operators/churner/cmd/main.go
@@ -86,7 +86,10 @@ func run(ctx *cli.Context) error {
 	logger.Info("Connecting to subgraph", "url", config.ChainStateConfig.Endpoint)
 	indexer := thegraph.MakeIndexedChainState(config.ChainStateConfig, cs, logger)
 
-	metrics := churner.NewMetrics(config.MetricsConfig.HTTPPort, logger)
+	metrics, err := churner.NewMetrics(config.MetricsConfig.HTTPPort, logger)
+	if err != nil {
+		log.Fatalf("failed to create metrics: %v", err)
+	}
 
 	cn, err := churner.NewChurner(config, indexer, tx, logger, metrics)
 	if err != nil {
diff --git a/operators/churner/config.go b/operators/churner/config.go
index d35a72121..fe2b1735a 100644
--- a/operators/churner/config.go
+++ b/operators/churner/config.go
@@ -37,7 +37,7 @@ func NewConfig(ctx *cli.Context) (*Config, error) {
 		PerPublicKeyRateLimit:         ctx.GlobalDuration(flags.PerPublicKeyRateLimit.Name),
 		ChurnApprovalInterval:         ctx.GlobalDuration(flags.ChurnApprovalInterval.Name),
 		MetricsConfig: MetricsConfig{
-			HTTPPort:      ctx.GlobalString(flags.MetricsHTTPPort.Name),
+			HTTPPort:      ctx.GlobalInt(flags.MetricsHTTPPort.Name),
 			EnableMetrics: ctx.GlobalBool(flags.EnableMetrics.Name),
 		},
 	}, nil
diff --git a/operators/churner/flags/flags.go b/operators/churner/flags/flags.go
index 906096c49..507a35276 100644
--- a/operators/churner/flags/flags.go
+++ b/operators/churner/flags/flags.go
@@ -58,11 +58,11 @@ var (
 		EnvVar:   common.PrefixEnvVar(envPrefix, "ENABLE_METRICS"),
 	}
 	/* Optional Flags*/
-	MetricsHTTPPort = cli.StringFlag{
+	MetricsHTTPPort = cli.IntFlag{
 		Name:     common.PrefixFlag(FlagPrefix, "metrics-http-port"),
 		Usage:    "the http port which the metrics prometheus server is listening",
 		Required: false,
-		Value:    "9100",
+		Value:    9100,
 		EnvVar:   common.PrefixEnvVar(envPrefix, "METRICS_HTTP_PORT"),
 	}
 	ChurnApprovalInterval = cli.DurationFlag{
diff --git a/operators/churner/mdoc/main.go b/operators/churner/mdoc/main.go
new file mode 100644
index 000000000..db022d61f
--- /dev/null
+++ b/operators/churner/mdoc/main.go
@@ -0,0 +1,24 @@
+package main
+
+import (
+	"github.com/Layr-Labs/eigenda/common"
+	"github.com/Layr-Labs/eigenda/operators/churner"
+)
+
+// main generates documentation for churner metrics.
+func main() {
+	logger, err := common.NewLogger(common.DefaultLoggerConfig())
+	if err != nil {
+		panic(err)
+	}
+
+	metrics, err := churner.NewMetrics(0, logger)
+	if err != nil {
+		panic(err)
+	}
+
+	err = metrics.WriteMetricsDocumentation()
+	if err != nil {
+		panic(err)
+	}
+}
diff --git a/operators/churner/metrics.go b/operators/churner/metrics.go
index 2cece57ad..1f586e7ef 100644
--- a/operators/churner/metrics.go
+++ b/operators/churner/metrics.go
@@ -1,15 +1,12 @@
 package churner
 
 import (
-	"context"
-	"fmt"
-	"net/http"
+	"github.com/Layr-Labs/eigenda/common/metrics"
+	"time"
 
 	"github.com/Layr-Labs/eigensdk-go/logging"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/collectors"
-	"github.com/prometheus/client_golang/prometheus/promauto"
-	"github.com/prometheus/client_golang/prometheus/promhttp"
 	"google.golang.org/grpc/codes"
 )
 
@@ -28,7 +25,7 @@ const (
 )
 
 // Note: statusCodeMap must be maintained in sync with failure reason constants.
-var statusCodeMap map[FailReason]string = map[FailReason]string{
+var statusCodeMap = map[FailReason]string{
 	FailReasonRateLimitExceeded:           codes.ResourceExhausted.String(),
 	FailReasonInsufficientStakeToRegister: codes.InvalidArgument.String(),
 	FailReasonInsufficientStakeToChurn:    codes.InvalidArgument.String(),
@@ -40,63 +37,80 @@ var statusCodeMap map[FailReason]string = map[FailReason]string{
 }
 
 type MetricsConfig struct {
-	HTTPPort      string
+	HTTPPort      int
 	EnableMetrics bool
 }
 
 type Metrics struct {
-	registry *prometheus.Registry
+	metricsServer metrics.Metrics
 
-	NumRequests *prometheus.CounterVec
-	Latency     *prometheus.SummaryVec
+	numRequests metrics.CountMetric
+	latency     metrics.LatencyMetric
 
-	httpPort string
-	logger   logging.Logger
+	logger logging.Logger
 }
 
-func NewMetrics(httpPort string, logger logging.Logger) *Metrics {
-	namespace := "eigenda_churner"
+type latencyLabel struct {
+	method string
+}
+
+type numRequestsLabel struct {
+	status string
+	method string
+	reason string
+}
+
+func NewMetrics(httpPort int, logger logging.Logger) (*Metrics, error) {
 	reg := prometheus.NewRegistry()
 	reg.MustRegister(collectors.NewProcessCollector(collectors.ProcessCollectorOpts{}))
 	reg.MustRegister(collectors.NewGoCollector())
 
-	metrics := &Metrics{
-		NumRequests: promauto.With(reg).NewCounterVec(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "requests",
-				Help:      "the number of requests",
-			},
-			[]string{"status", "reason", "method"},
-		),
-		Latency: promauto.With(reg).NewSummaryVec(
-			prometheus.SummaryOpts{
-				Namespace:  namespace,
-				Name:       "latency_ms",
-				Help:       "latency summary in milliseconds",
-				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.95: 0.01, 0.99: 0.001},
-			},
-			[]string{"method"},
-		),
-		registry: reg,
-		httpPort: httpPort,
-		logger:   logger.With("component", "ChurnerMetrics"),
+	metricsServer := metrics.NewMetrics(logger, &metrics.Config{
+		Namespace: "eigenda_churner",
+		HTTPPort:  httpPort,
+	})
+
+	numRequests, err := metricsServer.NewCountMetric(
+		"request",
+		"the number of requests",
+		numRequestsLabel{})
+	if err != nil {
+		return nil, err
 	}
-	return metrics
+
+	latency, err := metricsServer.NewLatencyMetric(
+		"latency",
+		"latency summary in milliseconds",
+		latencyLabel{},
+		&metrics.Quantile{Quantile: 0.5, Error: 0.05},
+		&metrics.Quantile{Quantile: 0.9, Error: 0.01},
+		&metrics.Quantile{Quantile: 0.95, Error: 0.01},
+		&metrics.Quantile{Quantile: 0.99, Error: 0.001})
+	if err != nil {
+		return nil, err
+	}
+
+	return &Metrics{
+		metricsServer: metricsServer,
+		numRequests:   numRequests,
+		latency:       latency,
+		logger:        logger.With("component", "ChurnerMetrics"),
+	}, nil
 }
 
-// ObserveLatency observes the latency of a stage in 'stage
-func (g *Metrics) ObserveLatency(method string, latencyMs float64) {
-	g.Latency.WithLabelValues(method).Observe(latencyMs)
+// WriteMetricsDocumentation writes the metrics for the churner to a markdown file.
+func (g *Metrics) WriteMetricsDocumentation() error {
+	return g.metricsServer.WriteMetricsDocumentation("operators/churner/churner-metrics.md")
+}
+
+// ObserveLatency observes the latency of a stage
+func (g *Metrics) ObserveLatency(method string, latency time.Duration) {
+	g.latency.ReportLatency(latency, latencyLabel{method: method})
 }
 
 // IncrementSuccessfulRequestNum increments the number of successful requests
 func (g *Metrics) IncrementSuccessfulRequestNum(method string) {
-	g.NumRequests.With(prometheus.Labels{
-		"status": "success",
-		"method": method,
-		"reason": "",
-	}).Inc()
+	g.numRequests.Increment(numRequestsLabel{status: "success", method: method})
 }
 
 // IncrementFailedRequestNum increments the number of failed requests
@@ -108,25 +122,11 @@ func (g *Metrics) IncrementFailedRequestNum(method string, reason FailReason) {
 		// handle a negligence of mapping from failure reason to status code.
 		code = codes.Internal.String()
 	}
-	g.NumRequests.With(prometheus.Labels{
-		"status": code,
-		"reason": string(reason),
-		"method": method,
-	}).Inc()
+
+	g.numRequests.Increment(numRequestsLabel{status: code, reason: string(reason), method: method})
 }
 
 // Start starts the metrics server
-func (g *Metrics) Start(ctx context.Context) {
-	g.logger.Info("Starting metrics server at ", "port", g.httpPort)
-	addr := fmt.Sprintf(":%s", g.httpPort)
-	go func() {
-		log := g.logger
-		mux := http.NewServeMux()
-		mux.Handle("/metrics", promhttp.HandlerFor(
-			g.registry,
-			promhttp.HandlerOpts{},
-		))
-		err := http.ListenAndServe(addr, mux)
-		log.Error("Prometheus server failed", "err", err)
-	}()
+func (g *Metrics) Start() error {
+	return g.metricsServer.Start()
 }
diff --git a/operators/churner/server.go b/operators/churner/server.go
index fc8ba9310..83f62bf7f 100644
--- a/operators/churner/server.go
+++ b/operators/churner/server.go
@@ -47,8 +47,12 @@ func NewServer(
 func (s *Server) Start(metricsConfig MetricsConfig) error {
 	// Enable Metrics Block
 	if metricsConfig.EnableMetrics {
-		httpSocket := fmt.Sprintf(":%s", metricsConfig.HTTPPort)
-		s.metrics.Start(context.Background())
+		httpSocket := fmt.Sprintf(":%d", metricsConfig.HTTPPort)
+		err := s.metrics.Start()
+		if err != nil {
+			return fmt.Errorf("failed to start metrics server: %w", err)
+		}
+
 		s.logger.Info("Enabled metrics for Churner", "socket", httpSocket)
 	}
 	return nil
@@ -62,7 +66,7 @@ func (s *Server) Churn(ctx context.Context, req *pb.ChurnRequest) (*pb.ChurnRepl
 	}
 
 	timer := prometheus.NewTimer(prometheus.ObserverFunc(func(f float64) {
-		s.metrics.ObserveLatency("Churn", f*1000) // make milliseconds
+		s.metrics.ObserveLatency("Churn", time.Duration(f*float64(time.Second)))
 	}))
 	defer timer.ObserveDuration()
 	s.logger.Info("Received request: ", "QuorumIds", req.GetQuorumIds())
diff --git a/operators/churner/server_test.go b/operators/churner/server_test.go
index 5c7c471b7..e2b0fb6a2 100644
--- a/operators/churner/server_test.go
+++ b/operators/churner/server_test.go
@@ -181,7 +181,8 @@ func newTestServer(t *testing.T) *churner.Server {
 
 	setupMockWriter()
 
-	metrics := churner.NewMetrics("9001", logger)
+	metrics, err := churner.NewMetrics(9001, logger)
+	assert.NoError(t, err)
 	cn, err := churner.NewChurner(config, mockIndexer, transactorMock, logger, metrics)
 	if err != nil {
 		log.Fatalln("cannot create churner", err)
diff --git a/operators/churner/tests/churner_test.go b/operators/churner/tests/churner_test.go
index ba9f11c52..5625c537c 100644
--- a/operators/churner/tests/churner_test.go
+++ b/operators/churner/tests/churner_test.go
@@ -225,7 +225,8 @@ func newTestServer(t *testing.T) *churner.Server {
 	)
 	assert.NoError(t, err)
 
-	metrics := churner.NewMetrics("9001", logger)
+	metrics, err := churner.NewMetrics(9001, logger)
+	assert.NoError(t, err)
 	cn, err := churner.NewChurner(config, mockIndexer, operatorTransactorChurner, logger, metrics)
 	assert.NoError(t, err)