diff --git a/crates/goose/src/agents/reply_parts.rs b/crates/goose/src/agents/reply_parts.rs
index 1d8fdaea06b4..7e33de435e00 100644
--- a/crates/goose/src/agents/reply_parts.rs
+++ b/crates/goose/src/agents/reply_parts.rs
@@ -3,6 +3,7 @@ use std::sync::Arc;
 
 use async_stream::try_stream;
 use futures::stream::StreamExt;
+use serde_json::{json, Value};
 use tracing::debug;
 
 use super::super::agents::Agent;
@@ -19,6 +20,79 @@ use crate::agents::recipe_tools::dynamic_task_tools::should_enabled_subagents;
 use crate::session::SessionManager;
 use rmcp::model::Tool;
 
+fn coerce_value(s: &str, schema: &Value) -> Value {
+    let type_str = schema.get("type");
+
+    match type_str {
+        Some(Value::String(t)) => match t.as_str() {
+            "number" | "integer" => try_coerce_number(s),
+            "boolean" => try_coerce_boolean(s),
+            _ => Value::String(s.to_string()),
+        },
+        Some(Value::Array(types)) => {
+            // Try each type in order
+            for t in types {
+                if let Value::String(type_name) = t {
+                    match type_name.as_str() {
+                        "number" | "integer" if s.parse::<f64>().is_ok() => {
+                            return try_coerce_number(s)
+                        }
+                        "boolean" if matches!(s.to_lowercase().as_str(), "true" | "false") => {
+                            return try_coerce_boolean(s)
+                        }
+                        _ => continue,
+                    }
+                }
+            }
+            Value::String(s.to_string())
+        }
+        _ => Value::String(s.to_string()),
+    }
+}
+
+fn try_coerce_number(s: &str) -> Value {
+    if let Ok(n) = s.parse::<f64>() {
+        if n.fract() == 0.0 && n >= i64::MIN as f64 && n <= i64::MAX as f64 {
+            json!(n as i64)
+        } else {
+            json!(n)
+        }
+    } else {
+        Value::String(s.to_string())
+    }
+}
+
+fn try_coerce_boolean(s: &str) -> Value {
+    match s.to_lowercase().as_str() {
+        "true" => json!(true),
+        "false" => json!(false),
+        _ => Value::String(s.to_string()),
+    }
+}
+
+fn coerce_tool_arguments(
+    arguments: Option<serde_json::Map<String, Value>>,
+    tool_schema: &Value,
+) -> Option<serde_json::Map<String, Value>> {
+    let args = arguments?;
+
+    let properties = tool_schema.get("properties").and_then(|p| p.as_object())?;
+
+    let mut coerced = serde_json::Map::new();
+
+    for (key, value) in args.iter() {
+        let coerced_value =
+            if let (Value::String(s), Some(prop_schema)) = (value, properties.get(key)) {
+                coerce_value(s, prop_schema)
+            } else {
+                value.clone()
+            };
+        coerced.insert(key.clone(), coerced_value);
+    }
+
+    Some(coerced)
+}
+
 async fn toolshim_postprocess(
     response: Message,
     toolshim_tools: &[Tool],
@@ -190,13 +264,25 @@ impl Agent {
         &self,
         response: &Message,
     ) -> (Vec<ToolRequest>, Vec<ToolRequest>, Message) {
-        // First collect all tool requests
+        let tools = self.list_tools(None).await;
+
+        // First collect all tool requests with coercion applied
         let tool_requests: Vec<ToolRequest> = response
             .content
             .iter()
             .filter_map(|content| {
                 if let MessageContent::ToolRequest(req) = content {
-                    Some(req.clone())
+                    let mut coerced_req = req.clone();
+
+                    if let Ok(ref mut tool_call) = coerced_req.tool_call {
+                        if let Some(tool) = tools.iter().find(|t| t.name == tool_call.name) {
+                            let schema_value = Value::Object(tool.input_schema.as_ref().clone());
+                            tool_call.arguments =
+                                coerce_tool_arguments(tool_call.arguments.clone(), &schema_value);
+                        }
+                    }
+
+                    Some(coerced_req)
                 } else {
                     None
                 }