diff --git a/crates/goose-server/src/routes/agent.rs b/crates/goose-server/src/routes/agent.rs
index 9c6b2be5fe..392a00e3db 100644
--- a/crates/goose-server/src/routes/agent.rs
+++ b/crates/goose-server/src/routes/agent.rs
@@ -14,6 +14,7 @@ use goose::agents::{Container, ExtensionLoadResult};
 use goose::goose_apps::{fetch_mcp_apps, GooseApp, McpAppCache};
 
 use base64::Engine;
+use goose::agents::reply_parts::is_tool_visible_to_app;
 use goose::agents::ExtensionConfig;
 use goose::config::resolve_extensions_for_new_session;
 use goose::config::{Config, GooseMode};
@@ -1047,6 +1048,18 @@ async fn call_tool(
         .get_agent_for_route(payload.session_id.clone())
         .await?;
 
+    // Check app-side visibility: reject calls to tools that exclude "app"
+    let tools = agent.list_tools(&payload.session_id, None).await;
+    if let Some(tool) = tools.iter().find(|t| *t.name == payload.name) {
+        if !is_tool_visible_to_app(tool) {
+            warn!(
+                tool = %payload.name,
+                "Rejected app call to model-only tool"
+            );
+            return Err(StatusCode::FORBIDDEN);
+        }
+    }
+
     let arguments = match payload.arguments {
         Value::Object(map) => Some(map),
         _ => None,
diff --git a/crates/goose/src/agents/agent.rs b/crates/goose/src/agents/agent.rs
index 36c179fed3..ee31d401e1 100644
--- a/crates/goose/src/agents/agent.rs
+++ b/crates/goose/src/agents/agent.rs
@@ -1920,14 +1920,17 @@ impl Agent {
             .build();
 
         let recipe_prompt = prompt_manager.get_recipe_prompt().await;
-        let tools = self
+        let tools: Vec<_> = self
             .extension_manager
             .get_prefixed_tools(session_id, None)
             .await
             .map_err(|e| {
                 tracing::error!("Failed to get tools for recipe creation: {}", e);
                 e
-            })?;
+            })?
+            .into_iter()
+            .filter(super::reply_parts::is_tool_visible_to_model)
+            .collect();
 
         messages.push(Message::user().with_text(recipe_prompt));
 
diff --git a/crates/goose/src/agents/mod.rs b/crates/goose/src/agents/mod.rs
index eba1f01937..1b41a74318 100644
--- a/crates/goose/src/agents/mod.rs
+++ b/crates/goose/src/agents/mod.rs
@@ -12,7 +12,7 @@ pub mod moim;
 pub mod platform_extensions;
 pub mod platform_tools;
 pub mod prompt_manager;
-mod reply_parts;
+pub mod reply_parts;
 pub mod retry;
 mod schedule_tool;
 pub mod subagent_execution_tool;
diff --git a/crates/goose/src/agents/reply_parts.rs b/crates/goose/src/agents/reply_parts.rs
index 7046a729f4..7091acde14 100644
--- a/crates/goose/src/agents/reply_parts.rs
+++ b/crates/goose/src/agents/reply_parts.rs
@@ -201,6 +201,10 @@ impl Agent {
                 .collect();
         }
 
+        // Filter out tools not visible to the model per MCP Apps visibility spec.
+        // Tools with `_meta.ui.visibility` that doesn't include "model" are app-only.
+        tools.retain(is_tool_visible_to_model);
+
         // Stable tool ordering is important for multi session prompt caching.
         tools.sort_by(|a, b| a.name.cmp(&b.name));
 
@@ -470,6 +474,48 @@ impl Agent {
     }
 }
 
+/// Check whether a tool should be callable by an app based on MCP Apps visibility metadata.
+///
+/// Per the MCP Apps spec (2026-01-26), if `_meta.ui.visibility` is present and does not
+/// include `"app"`, the tool is model-only and must not be callable by app UIs.
+/// If the field is absent, the tool defaults to visible to both model and app.
+pub fn is_tool_visible_to_app(tool: &Tool) -> bool {
+    let Some(meta) = &tool.meta else {
+        return true;
+    };
+    let Some(ui) = meta.0.get("ui") else {
+        return true;
+    };
+    let Some(visibility) = ui.get("visibility") else {
+        return true;
+    };
+    let Some(arr) = visibility.as_array() else {
+        return true;
+    };
+    arr.iter().any(|v| v.as_str() == Some("app"))
+}
+
+/// Check whether a tool should be visible to the model based on MCP Apps visibility metadata.
+///
+/// Per the MCP Apps spec (2026-01-26), tools may declare `_meta.ui.visibility` as an array
+/// of `"model"` and/or `"app"`. If the field is absent, the tool defaults to visible to both.
+/// If present and does not include `"model"`, the tool is app-only and must not be sent to the LLM.
+pub fn is_tool_visible_to_model(tool: &Tool) -> bool {
+    let Some(meta) = &tool.meta else {
+        return true;
+    };
+    let Some(ui) = meta.0.get("ui") else {
+        return true;
+    };
+    let Some(visibility) = ui.get("visibility") else {
+        return true;
+    };
+    let Some(arr) = visibility.as_array() else {
+        return true;
+    };
+    arr.iter().any(|v| v.as_str() == Some("model"))
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -614,4 +660,97 @@ mod tests {
             "Error should have been propagated, not silently ignored"
         );
     }
+
+    fn make_tool_with_meta(meta_json: Option<serde_json::Value>) -> Tool {
+        let mut tool = Tool::new("test_tool", "a test tool", object!({ "type": "object" }));
+        if let Some(v) = meta_json {
+            let obj = v.as_object().unwrap().clone();
+            tool = tool.with_meta(rmcp::model::Meta(obj));
+        }
+        tool
+    }
+
+    #[test]
+    fn test_tool_visible_when_no_meta() {
+        let tool = make_tool_with_meta(None);
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_visible_when_meta_has_no_ui() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"other": "stuff"})));
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_visible_when_ui_has_no_visibility() {
+        let tool = make_tool_with_meta(Some(
+            serde_json::json!({"ui": {"resourceUri": "ui://foo/bar"}}),
+        ));
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_visible_when_visibility_includes_model() {
+        let tool = make_tool_with_meta(Some(
+            serde_json::json!({"ui": {"visibility": ["model", "app"]}}),
+        ));
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_visible_when_visibility_is_model_only() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": ["model"]}})));
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_hidden_when_visibility_is_app_only() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": ["app"]}})));
+        assert!(!is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_hidden_when_visibility_is_empty() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": []}})));
+        assert!(!is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_tool_visible_when_visibility_is_not_array() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": "model"}})));
+        assert!(is_tool_visible_to_model(&tool));
+    }
+
+    #[test]
+    fn test_app_visible_when_no_meta() {
+        let tool = make_tool_with_meta(None);
+        assert!(is_tool_visible_to_app(&tool));
+    }
+
+    #[test]
+    fn test_app_visible_when_visibility_includes_app() {
+        let tool = make_tool_with_meta(Some(
+            serde_json::json!({"ui": {"visibility": ["model", "app"]}}),
+        ));
+        assert!(is_tool_visible_to_app(&tool));
+    }
+
+    #[test]
+    fn test_app_visible_when_visibility_is_app_only() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": ["app"]}})));
+        assert!(is_tool_visible_to_app(&tool));
+    }
+
+    #[test]
+    fn test_app_hidden_when_visibility_is_model_only() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": ["model"]}})));
+        assert!(!is_tool_visible_to_app(&tool));
+    }
+
+    #[test]
+    fn test_app_hidden_when_visibility_is_empty() {
+        let tool = make_tool_with_meta(Some(serde_json::json!({"ui": {"visibility": []}})));
+        assert!(!is_tool_visible_to_app(&tool));
+    }
 }
diff --git a/crates/goose/src/agents/subagent_handler.rs b/crates/goose/src/agents/subagent_handler.rs
index ade7d0b226..1bbf2d0c33 100644
--- a/crates/goose/src/agents/subagent_handler.rs
+++ b/crates/goose/src/agents/subagent_handler.rs
@@ -231,7 +231,12 @@ async fn build_subagent_prompt(
     session_id: &str,
     system_instructions: String,
 ) -> Result<String> {
-    let tools = agent.list_tools(session_id, None).await;
+    let tools: Vec<_> = agent
+        .list_tools(session_id, None)
+        .await
+        .into_iter()
+        .filter(super::reply_parts::is_tool_visible_to_model)
+        .collect();
     render_template(
         "subagent_system.md",
         &SubagentPromptContext {