diff --git a/Cargo.toml b/Cargo.toml
index 1a745518..f1740c6f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -104,7 +104,7 @@ repository.workspace = true
 
 [features]
 default = []
-full = ["a2a", "discord", "gateway", "index", "slack", "tui"]
+full = ["a2a", "discord", "gateway", "index", "mock", "slack", "tui"]
 a2a = ["dep:zeph-a2a", "zeph-a2a?/server"]
 candle = ["zeph-llm/candle", "zeph-core/candle"]
 metal = ["zeph-llm/metal", "zeph-core/metal"]
diff --git a/crates/zeph-core/src/agent/mod.rs b/crates/zeph-core/src/agent/mod.rs
index f2556ed3..87c80175 100644
--- a/crates/zeph-core/src/agent/mod.rs
+++ b/crates/zeph-core/src/agent/mod.rs
@@ -539,6 +539,24 @@ impl<C: Channel, T: ToolExecutor> Agent<C, T> {
             manager.shutdown_all_shared().await;
         }
 
+        if let Some(ref tx) = self.metrics_tx {
+            let m = tx.borrow();
+            if m.filter_applications > 0 {
+                #[allow(clippy::cast_precision_loss)]
+                let pct = if m.filter_raw_tokens > 0 {
+                    m.filter_saved_tokens as f64 / m.filter_raw_tokens as f64 * 100.0
+                } else {
+                    0.0
+                };
+                tracing::info!(
+                    raw_tokens = m.filter_raw_tokens,
+                    saved_tokens = m.filter_saved_tokens,
+                    applications = m.filter_applications,
+                    "tool output filtering saved ~{} tokens ({pct:.0}%)",
+                    m.filter_saved_tokens,
+                );
+            }
+        }
         tracing::info!("agent shutdown complete");
     }
 
@@ -1139,6 +1157,7 @@ pub(super) mod agent_tests {
             tool_name: "bash".to_string(),
             summary: "tool executed successfully".to_string(),
             blocks_executed: 1,
+            filter_stats: None,
         }))]);
 
         let agent_channel = MockChannel::new(vec!["execute tool".to_string()]);
@@ -1336,6 +1355,7 @@ pub(super) mod agent_tests {
                 tool_name: "bash".to_string(),
                 summary: "[error] command failed [exit code 1]".to_string(),
                 blocks_executed: 1,
+                filter_stats: None,
             })),
             Ok(None),
         ]);
@@ -1355,6 +1375,7 @@ pub(super) mod agent_tests {
             tool_name: "bash".to_string(),
             summary: "   ".to_string(),
             blocks_executed: 1,
+            filter_stats: None,
         }))]);
 
         let mut agent = Agent::new(provider, channel, registry, None, 5, executor);
@@ -1446,6 +1467,7 @@ pub(super) mod agent_tests {
                 tool_name: "bash".to_string(),
                 summary: "step 1 complete".to_string(),
                 blocks_executed: 1,
+                filter_stats: None,
             })),
             Ok(None),
         ]);
@@ -1473,6 +1495,7 @@ pub(super) mod agent_tests {
                 tool_name: "bash".to_string(),
                 summary: "continuing".to_string(),
                 blocks_executed: 1,
+                filter_stats: None,
             })));
         }
         let executor = MockToolExecutor::new(outputs);
diff --git a/crates/zeph-core/src/agent/streaming.rs b/crates/zeph-core/src/agent/streaming.rs
index 78a0cb53..d1fd0adb 100644
--- a/crates/zeph-core/src/agent/streaming.rs
+++ b/crates/zeph-core/src/agent/streaming.rs
@@ -251,6 +251,7 @@ impl<C: Channel, T: ToolExecutor> Agent<C, T> {
     }
 
     /// Returns `true` if the tool loop should continue.
+    #[allow(clippy::too_many_lines)]
     pub(crate) async fn handle_tool_result(
         &mut self,
         response: &str,
@@ -258,6 +259,15 @@ impl<C: Channel, T: ToolExecutor> Agent<C, T> {
     ) -> Result<bool, super::error::AgentError> {
         match result {
             Ok(Some(output)) => {
+                if let Some(ref fs) = output.filter_stats {
+                    let saved = fs.estimated_tokens_saved() as u64;
+                    let raw = (fs.raw_chars / 4) as u64;
+                    self.update_metrics(|m| {
+                        m.filter_raw_tokens += raw;
+                        m.filter_saved_tokens += saved;
+                        m.filter_applications += 1;
+                    });
+                }
                 if output.summary.trim().is_empty() {
                     tracing::warn!("tool execution returned empty output");
                     self.record_skill_outcomes("success", None).await;
diff --git a/crates/zeph-core/src/metrics.rs b/crates/zeph-core/src/metrics.rs
index e4771f74..212b234d 100644
--- a/crates/zeph-core/src/metrics.rs
+++ b/crates/zeph-core/src/metrics.rs
@@ -26,6 +26,9 @@ pub struct MetricsSnapshot {
     pub cache_read_tokens: u64,
     pub cache_creation_tokens: u64,
     pub cost_spent_cents: f64,
+    pub filter_raw_tokens: u64,
+    pub filter_saved_tokens: u64,
+    pub filter_applications: u64,
 }
 
 pub struct MetricsCollector {
@@ -89,6 +92,25 @@ mod tests {
         assert_eq!(cloned.provider_name, "ollama");
     }
 
+    #[test]
+    fn filter_metrics_tracking() {
+        let (collector, rx) = MetricsCollector::new();
+        collector.update(|m| {
+            m.filter_raw_tokens += 250;
+            m.filter_saved_tokens += 200;
+            m.filter_applications += 1;
+        });
+        collector.update(|m| {
+            m.filter_raw_tokens += 100;
+            m.filter_saved_tokens += 80;
+            m.filter_applications += 1;
+        });
+        let s = rx.borrow();
+        assert_eq!(s.filter_raw_tokens, 350);
+        assert_eq!(s.filter_saved_tokens, 280);
+        assert_eq!(s.filter_applications, 2);
+    }
+
     #[test]
     fn summaries_count_tracks_summarizations() {
         let (collector, rx) = MetricsCollector::new();
diff --git a/crates/zeph-mcp/src/executor.rs b/crates/zeph-mcp/src/executor.rs
index fd7de6a3..90e373a3 100644
--- a/crates/zeph-mcp/src/executor.rs
+++ b/crates/zeph-mcp/src/executor.rs
@@ -67,6 +67,7 @@ impl ToolExecutor for McpToolExecutor {
             tool_name: "mcp".to_owned(),
             summary: outputs.join("\n\n"),
             blocks_executed,
+            filter_stats: None,
         }))
     }
 }
diff --git a/crates/zeph-tools/src/composite.rs b/crates/zeph-tools/src/composite.rs
index 3b8394a7..e216d9fa 100644
--- a/crates/zeph-tools/src/composite.rs
+++ b/crates/zeph-tools/src/composite.rs
@@ -59,6 +59,7 @@ mod tests {
                 tool_name: "test".to_owned(),
                 summary: "matched".to_owned(),
                 blocks_executed: 1,
+                filter_stats: None,
             }))
         }
     }
@@ -89,6 +90,7 @@ mod tests {
                 tool_name: "test".to_owned(),
                 summary: "second".to_owned(),
                 blocks_executed: 1,
+                filter_stats: None,
             }))
         }
     }
@@ -164,6 +166,7 @@ mod tests {
                     tool_name: call.tool_id.clone(),
                     summary: "file_handler".to_owned(),
                     blocks_executed: 1,
+                    filter_stats: None,
                 }))
             } else {
                 Ok(None)
@@ -186,6 +189,7 @@ mod tests {
                     tool_name: "bash".to_owned(),
                     summary: "shell_handler".to_owned(),
                     blocks_executed: 1,
+                    filter_stats: None,
                 }))
             } else {
                 Ok(None)
diff --git a/crates/zeph-tools/src/executor.rs b/crates/zeph-tools/src/executor.rs
index ad511913..11a46683 100644
--- a/crates/zeph-tools/src/executor.rs
+++ b/crates/zeph-tools/src/executor.rs
@@ -8,12 +8,36 @@ pub struct ToolCall {
     pub params: HashMap<String, serde_json::Value>,
 }
 
+/// Cumulative filter statistics for a single tool execution.
+#[derive(Debug, Clone, Default)]
+pub struct FilterStats {
+    pub raw_chars: usize,
+    pub filtered_chars: usize,
+}
+
+impl FilterStats {
+    #[must_use]
+    #[allow(clippy::cast_precision_loss)]
+    pub fn savings_pct(&self) -> f64 {
+        if self.raw_chars == 0 {
+            return 0.0;
+        }
+        (1.0 - self.filtered_chars as f64 / self.raw_chars as f64) * 100.0
+    }
+
+    #[must_use]
+    pub fn estimated_tokens_saved(&self) -> usize {
+        self.raw_chars.saturating_sub(self.filtered_chars) / 4
+    }
+}
+
 /// Structured result from tool execution.
 #[derive(Debug, Clone)]
 pub struct ToolOutput {
     pub tool_name: String,
     pub summary: String,
     pub blocks_executed: u32,
+    pub filter_stats: Option<FilterStats>,
 }
 
 impl fmt::Display for ToolOutput {
@@ -150,6 +174,7 @@ mod tests {
             tool_name: "bash".to_owned(),
             summary: "$ echo hello\nhello".to_owned(),
             blocks_executed: 1,
+            filter_stats: None,
         };
         assert_eq!(output.to_string(), "$ echo hello\nhello");
     }
@@ -241,4 +266,28 @@ mod tests {
         let result = exec.execute_tool_call(&call).await.unwrap();
         assert!(result.is_none());
     }
+
+    #[test]
+    fn filter_stats_savings_pct() {
+        let fs = FilterStats {
+            raw_chars: 1000,
+            filtered_chars: 200,
+        };
+        assert!((fs.savings_pct() - 80.0).abs() < 0.01);
+    }
+
+    #[test]
+    fn filter_stats_savings_pct_zero() {
+        let fs = FilterStats::default();
+        assert!((fs.savings_pct()).abs() < 0.01);
+    }
+
+    #[test]
+    fn filter_stats_estimated_tokens_saved() {
+        let fs = FilterStats {
+            raw_chars: 1000,
+            filtered_chars: 200,
+        };
+        assert_eq!(fs.estimated_tokens_saved(), 200); // (1000 - 200) / 4
+    }
 }
diff --git a/crates/zeph-tools/src/file.rs b/crates/zeph-tools/src/file.rs
index 92639611..43d3b21b 100644
--- a/crates/zeph-tools/src/file.rs
+++ b/crates/zeph-tools/src/file.rs
@@ -143,6 +143,7 @@ impl FileExecutor {
             tool_name: "read".to_owned(),
             summary: selected.join("\n"),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 
@@ -163,6 +164,7 @@ impl FileExecutor {
             tool_name: "write".to_owned(),
             summary: format!("Wrote {} bytes to {path_str}", content.len()),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 
@@ -190,6 +192,7 @@ impl FileExecutor {
             tool_name: "edit".to_owned(),
             summary: format!("Edited {path_str}"),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 
@@ -221,6 +224,7 @@ impl FileExecutor {
                 matches.join("\n")
             },
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 
@@ -262,6 +266,7 @@ impl FileExecutor {
                 results.join("\n")
             },
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
diff --git a/crates/zeph-tools/src/lib.rs b/crates/zeph-tools/src/lib.rs
index 5af8ccfd..86968ebc 100644
--- a/crates/zeph-tools/src/lib.rs
+++ b/crates/zeph-tools/src/lib.rs
@@ -19,8 +19,8 @@ pub use audit::{AuditEntry, AuditLogger, AuditResult};
 pub use composite::CompositeExecutor;
 pub use config::{AuditConfig, ScrapeConfig, ShellConfig, ToolsConfig};
 pub use executor::{
-    MAX_TOOL_OUTPUT_CHARS, ToolCall, ToolError, ToolEvent, ToolEventTx, ToolExecutor, ToolOutput,
-    truncate_tool_output,
+    FilterStats, MAX_TOOL_OUTPUT_CHARS, ToolCall, ToolError, ToolEvent, ToolEventTx, ToolExecutor,
+    ToolOutput, truncate_tool_output,
 };
 pub use file::FileExecutor;
 pub use filter::{FilterConfig, FilterResult, OutputFilter, OutputFilterRegistry, sanitize_output};
diff --git a/crates/zeph-tools/src/scrape.rs b/crates/zeph-tools/src/scrape.rs
index 06310e8c..e24dff63 100644
--- a/crates/zeph-tools/src/scrape.rs
+++ b/crates/zeph-tools/src/scrape.rs
@@ -105,6 +105,7 @@ impl ToolExecutor for WebScrapeExecutor {
             tool_name: "web-scrape".to_owned(),
             summary: outputs.join("\n\n"),
             blocks_executed,
+            filter_stats: None,
         }))
     }
 
@@ -132,6 +133,7 @@ impl ToolExecutor for WebScrapeExecutor {
             tool_name: "web-scrape".to_owned(),
             summary: result,
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
diff --git a/crates/zeph-tools/src/shell.rs b/crates/zeph-tools/src/shell.rs
index f158766c..5392cf2a 100644
--- a/crates/zeph-tools/src/shell.rs
+++ b/crates/zeph-tools/src/shell.rs
@@ -7,7 +7,9 @@ use schemars::JsonSchema;
 
 use crate::audit::{AuditEntry, AuditLogger, AuditResult};
 use crate::config::ShellConfig;
-use crate::executor::{ToolCall, ToolError, ToolEvent, ToolEventTx, ToolExecutor, ToolOutput};
+use crate::executor::{
+    FilterStats, ToolCall, ToolError, ToolEvent, ToolEventTx, ToolExecutor, ToolOutput,
+};
 use crate::filter::{OutputFilterRegistry, sanitize_output};
 use crate::permissions::{PermissionAction, PermissionPolicy};
 
@@ -130,6 +132,7 @@ impl ShellExecutor {
         }
 
         let mut outputs = Vec::with_capacity(blocks.len());
+        let mut cumulative_filter_stats: Option<FilterStats> = None;
         #[allow(clippy::cast_possible_truncation)]
         let blocks_executed = blocks.len() as u32;
 
@@ -224,6 +227,10 @@ impl ShellExecutor {
                             savings_pct = fr.savings_pct(),
                             "output filter applied"
                         );
+                        let stats =
+                            cumulative_filter_stats.get_or_insert_with(FilterStats::default);
+                        stats.raw_chars += fr.raw_chars;
+                        stats.filtered_chars += fr.filtered_chars;
                         fr.output
                     }
                     None => sanitized,
@@ -238,6 +245,7 @@ impl ShellExecutor {
             tool_name: "bash".to_owned(),
             summary: outputs.join("\n\n"),
             blocks_executed,
+            filter_stats: cumulative_filter_stats,
         }))
     }
 
diff --git a/crates/zeph-tools/src/trust_gate.rs b/crates/zeph-tools/src/trust_gate.rs
index 017c0b73..bb0f834a 100644
--- a/crates/zeph-tools/src/trust_gate.rs
+++ b/crates/zeph-tools/src/trust_gate.rs
@@ -118,6 +118,7 @@ mod tests {
                 tool_name: call.tool_id.clone(),
                 summary: "ok".into(),
                 blocks_executed: 1,
+                filter_stats: None,
             }))
         }
     }
diff --git a/crates/zeph-tui/src/widgets/resources.rs b/crates/zeph-tui/src/widgets/resources.rs
index 162092e7..1be0b0cc 100644
--- a/crates/zeph-tui/src/widgets/resources.rs
+++ b/crates/zeph-tui/src/widgets/resources.rs
@@ -27,6 +27,18 @@ pub fn render(metrics: &MetricsSnapshot, frame: &mut Frame, area: Rect) {
             metrics.cache_read_tokens
         )));
     }
+    if metrics.filter_applications > 0 {
+        #[allow(clippy::cast_precision_loss)]
+        let pct = if metrics.filter_raw_tokens > 0 {
+            metrics.filter_saved_tokens as f64 / metrics.filter_raw_tokens as f64 * 100.0
+        } else {
+            0.0
+        };
+        res_lines.push(Line::from(format!(
+            "  Filter saved: {} tok ({pct:.0}%)",
+            metrics.filter_saved_tokens,
+        )));
+    }
     let resources = Paragraph::new(res_lines).block(
         Block::default()
             .borders(Borders::ALL)
diff --git a/src/main.rs b/src/main.rs
index 024cf0f8..7b6dee67 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -781,6 +781,7 @@ mod tests {
     use std::path::Path;
     use zeph_core::channel::Channel;
     use zeph_core::config::ProviderKind;
+    #[cfg(feature = "a2a")]
     use zeph_llm::ollama::OllamaProvider;
 
     #[tokio::test]
diff --git a/tests/integration.rs b/tests/integration.rs
index 53616c6f..ce9cd058 100644
--- a/tests/integration.rs
+++ b/tests/integration.rs
@@ -165,6 +165,7 @@ impl ToolExecutor for OutputToolExecutor {
             tool_name: "bash".to_string(),
             summary: self.output.clone(),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
@@ -177,6 +178,7 @@ impl ToolExecutor for EmptyOutputToolExecutor {
             tool_name: "bash".to_string(),
             summary: String::new(),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
@@ -189,6 +191,7 @@ impl ToolExecutor for ErrorOutputToolExecutor {
             tool_name: "bash".to_string(),
             summary: "[error] command failed".into(),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
@@ -217,6 +220,7 @@ impl ToolExecutor for ConfirmToolExecutor {
             tool_name: "bash".to_string(),
             summary: "confirmed output".into(),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
@@ -250,6 +254,7 @@ impl ToolExecutor for ExitCodeToolExecutor {
             tool_name: "bash".to_string(),
             summary: "[exit code 1] process failed".into(),
             blocks_executed: 1,
+            filter_stats: None,
         }))
     }
 }
@@ -2154,6 +2159,7 @@ mod self_learning {
                 tool_name: "bash".to_string(),
                 summary: "[error] command failed".into(),
                 blocks_executed: 1,
+                filter_stats: None,
             }))
         }
     }
diff --git a/tests/performance_agent_integration.rs b/tests/performance_agent_integration.rs
index fde7176c..657bb7c9 100644
--- a/tests/performance_agent_integration.rs
+++ b/tests/performance_agent_integration.rs
@@ -100,6 +100,7 @@ impl ToolExecutor for InstrumentedMockExecutor {
                 tool_name: "bash".to_string(),
                 summary: "$ echo test\ntest".to_string(),
                 blocks_executed: 1,
+                filter_stats: None,
             }))
         } else {
             Ok(None)