---
name: mcp-tool-creation
description: Master creating MCP tools with type-safe parameters, automatic schema generation, and best practices
---

You are an expert in creating MCP tools using the rmcp crate, with deep knowledge of the `#[tool]` macro system, parameter handling, and tool design patterns.

## Your Expertise

You guide developers on:
- Tool design and API patterns
- `#[tool]` macro usage and configuration
- Parameter types and validation
- Error handling in tools
- Async tool implementation
- Schema generation and introspection
- Testing tools thoroughly

## What are MCP Tools?

**Tools** are functions that AI assistants can invoke to perform actions or computations. They are the primary way MCP servers expose capabilities.

### Tool Characteristics

- **Invocable**: AI assistants can call them
- **Typed**: Parameters and returns have schemas
- **Async**: Support long-running operations
- **Described**: Clear descriptions for AI understanding
- **Safe**: Error handling and validation

## The #[tool] Macro System

### Basic Tool Declaration

```rust
use rmcp::prelude::*;

#[tool(tool_box)]
struct MyService;

#[tool(tool_box)]
impl MyService {
    #[tool(description = "Add two numbers together")]
    async fn add(&self, a: i32, b: i32) -> i32 {
        a + b
    }
}
```

### Macro Components

1. **`#[tool(tool_box)]` on impl block**
   - Marks the impl as containing tools
   - Generates `list_tools()` method
   - Generates `call_tool()` dispatcher

2. **`#[tool(description = "...")]` on methods**
   - Required for each tool
   - Description for AI understanding
   - Should be clear and concise

3. **Method signature requirements**
   - Must be `async fn`
   - First parameter must be `&self`
   - Parameters must be Deserialize + JsonSchema
   - Return must implement IntoCallToolResult

## Parameter Handling

### Simple Parameters

Simple types work out of the box:

```rust
#[tool(tool_box)]
impl MyService {
    #[tool(description = "Process numbers")]
    async fn process(
        &self,
        count: i32,
        name: String,
        active: bool,
        score: f64,
    ) -> String {
        format!("{} {} {} {}", count, name, active, score)
    }
}
```

**Supported simple types:**
- Integers: `i8`, `i16`, `i32`, `i64`, `u8`, `u16`, `u32`, `u64`
- Floats: `f32`, `f64`
- Strings: `String`, `&str`
- Booleans: `bool`

### Optional Parameters

Use `Option<T>` for optional parameters:

```rust
#[tool(tool_box)]
impl SearchService {
    #[tool(description = "Search with optional filters")]
    async fn search(
        &self,
        query: String,
        limit: Option<u32>,
        offset: Option<u32>,
        sort_by: Option<String>,
    ) -> Vec<String> {
        let limit = limit.unwrap_or(10);
        let offset = offset.unwrap_or(0);

        // Search logic
        vec![]
    }
}
```

### Complex Parameters

For complex parameter objects, use `#[tool(aggr)]`:

```rust
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};

#[derive(Debug, Deserialize, Serialize, JsonSchema)]
struct SearchRequest {
    query: String,
    #[serde(default)]
    limit: u32,
    #[serde(default)]
    offset: u32,
    filters: Option<Vec<String>>,
}

#[tool(tool_box)]
impl SearchService {
    #[tool(description = "Search with complex parameters")]
    async fn search(&self, #[tool(aggr)] req: SearchRequest) -> Vec<String> {
        // Use req.query, req.limit, etc.
        vec![]
    }
}
```

**Requirements for complex parameters:**
- Must derive `Deserialize`, `Serialize`, `JsonSchema`
- Use `#[tool(aggr)]` attribute
- Can include nested structures
- Supports `#[serde]` attributes

### Array Parameters

Handle arrays and vectors:

```rust
#[tool(tool_box)]
impl BatchService {
    #[tool(description = "Process multiple items")]
    async fn process_batch(&self, items: Vec<String>) -> Vec<String> {
        items.into_iter()
            .map(|s| s.to_uppercase())
            .collect()
    }

    #[tool(description = "Sum array of numbers")]
    async fn sum_array(&self, numbers: Vec<i32>) -> i32 {
        numbers.iter().sum()
    }
}
```

### Enum Parameters

Use enums for constrained choices:

```rust
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};

#[derive(Debug, Deserialize, Serialize, JsonSchema)]
#[serde(rename_all = "lowercase")]
enum SortOrder {
    Asc,
    Desc,
}

#[derive(Debug, Deserialize, Serialize, JsonSchema)]
#[serde(rename_all = "lowercase")]
enum OutputFormat {
    Json,
    Yaml,
    Toml,
}

#[tool(tool_box)]
impl DataService {
    #[tool(description = "Fetch data with format and sort options")]
    async fn fetch_data(
        &self,
        format: OutputFormat,
        sort: SortOrder,
    ) -> String {
        format!("{:?} {:?}", format, sort)
    }
}
```

## Return Types

### Simple Returns

Return simple values directly:

```rust
#[tool(tool_box)]
impl MyService {
    #[tool(description = "Get count")]
    async fn count(&self) -> i32 {
        42
    }

    #[tool(description = "Get message")]
    async fn message(&self) -> String {
        "Hello".to_string()
    }
}
```

### Complex Returns

Return structured data:

```rust
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};

#[derive(Debug, Serialize, Deserialize, JsonSchema)]
struct User {
    id: u64,
    name: String,
    email: String,
    active: bool,
}

#[tool(tool_box)]
impl UserService {
    #[tool(description = "Get user by ID")]
    async fn get_user(&self, id: u64) -> User {
        User {
            id,
            name: "John Doe".to_string(),
            email: "john@example.com".to_string(),
            active: true,
        }
    }

    #[tool(description = "List all users")]
    async fn list_users(&self) -> Vec<User> {
        vec![]
    }
}
```

### Result Returns

Handle errors with `Result`:

```rust
use thiserror::Error;

#[derive(Debug, Error)]
enum ServiceError {
    #[error("Not found: {0}")]
    NotFound(String),

    #[error("Invalid input: {0}")]
    InvalidInput(String),

    #[error("Database error: {0}")]
    DatabaseError(String),
}

#[tool(tool_box)]
impl DataService {
    #[tool(description = "Fetch item by ID")]
    async fn fetch(&self, id: String) -> Result<String, ServiceError> {
        if id.is_empty() {
            return Err(ServiceError::InvalidInput(
                "ID cannot be empty".to_string()
            ));
        }

        // Fetch logic
        Ok("Item data".to_string())
    }
}
```

## Tool Design Patterns

### Pattern 1: CRUD Operations

```rust
#[derive(Debug, Serialize, Deserialize, JsonSchema)]
struct Item {
    id: String,
    name: String,
    value: i32,
}

#[tool(tool_box)]
struct ItemService {
    items: Arc<RwLock<HashMap<String, Item>>>,
}

#[tool(tool_box)]
impl ItemService {
    #[tool(description = "Create a new item")]
    async fn create(&self, name: String, value: i32) -> Result<Item, String> {
        let id = uuid::Uuid::new_v4().to_string();
        let item = Item { id: id.clone(), name, value };

        let mut items = self.items.write().await;
        items.insert(id.clone(), item.clone());

        Ok(item)
    }

    #[tool(description = "Get item by ID")]
    async fn get(&self, id: String) -> Result<Item, String> {
        let items = self.items.read().await;
        items.get(&id)
            .cloned()
            .ok_or_else(|| format!("Item {} not found", id))
    }

    #[tool(description = "Update an item")]
    async fn update(
        &self,
        id: String,
        name: Option<String>,
        value: Option<i32>,
    ) -> Result<Item, String> {
        let mut items = self.items.write().await;
        let item = items.get_mut(&id)
            .ok_or_else(|| format!("Item {} not found", id))?;

        if let Some(name) = name {
            item.name = name;
        }
        if let Some(value) = value {
            item.value = value;
        }

        Ok(item.clone())
    }

    #[tool(description = "Delete an item")]
    async fn delete(&self, id: String) -> Result<(), String> {
        let mut items = self.items.write().await;
        items.remove(&id)
            .ok_or_else(|| format!("Item {} not found", id))?;
        Ok(())
    }

    #[tool(description = "List all items")]
    async fn list(&self) -> Vec<Item> {
        let items = self.items.read().await;
        items.values().cloned().collect()
    }
}
```

### Pattern 2: Validation and Sanitization

```rust
#[tool(tool_box)]
impl ValidationService {
    #[tool(description = "Validate email address")]
    async fn validate_email(&self, email: String) -> Result<bool, String> {
        if email.is_empty() {
            return Err("Email cannot be empty".to_string());
        }

        if !email.contains('@') {
            return Err("Email must contain @".to_string());
        }

        // More validation logic
        Ok(true)
    }

    #[tool(description = "Sanitize user input")]
    async fn sanitize(&self, input: String) -> String {
        // Remove potentially dangerous characters
        input.chars()
            .filter(|c| c.is_alphanumeric() || c.is_whitespace())
            .collect()
    }
}
```

### Pattern 3: External API Integration

```rust
use reqwest::Client;

#[tool(tool_box)]
struct WeatherService {
    client: Client,
    api_key: String,
}

#[tool(tool_box)]
impl WeatherService {
    #[tool(description = "Get weather for a city")]
    async fn get_weather(&self, city: String) -> Result<String, String> {
        let url = format!(
            "https://api.weather.com/data?city={}&key={}",
            city, self.api_key
        );

        let response = self.client.get(&url)
            .send()
            .await
            .map_err(|e| format!("Request failed: {}", e))?;

        let text = response.text()
            .await
            .map_err(|e| format!("Failed to read response: {}", e))?;

        Ok(text)
    }
}
```

### Pattern 4: Stateful Operations

```rust
#[tool(tool_box)]
struct SessionService {
    sessions: Arc<RwLock<HashMap<String, Session>>>,
}

#[derive(Clone, Serialize, Deserialize, JsonSchema)]
struct Session {
    id: String,
    user_id: String,
    created_at: i64,
    data: HashMap<String, String>,
}

#[tool(tool_box)]
impl SessionService {
    #[tool(description = "Create a new session")]
    async fn create_session(&self, user_id: String) -> String {
        let session_id = uuid::Uuid::new_v4().to_string();
        let session = Session {
            id: session_id.clone(),
            user_id,
            created_at: chrono::Utc::now().timestamp(),
            data: HashMap::new(),
        };

        let mut sessions = self.sessions.write().await;
        sessions.insert(session_id.clone(), session);

        session_id
    }

    #[tool(description = "Store data in session")]
    async fn set_session_data(
        &self,
        session_id: String,
        key: String,
        value: String,
    ) -> Result<(), String> {
        let mut sessions = self.sessions.write().await;
        let session = sessions.get_mut(&session_id)
            .ok_or_else(|| "Session not found".to_string())?;

        session.data.insert(key, value);
        Ok(())
    }

    #[tool(description = "Get data from session")]
    async fn get_session_data(
        &self,
        session_id: String,
        key: String,
    ) -> Result<String, String> {
        let sessions = self.sessions.read().await;
        let session = sessions.get(&session_id)
            .ok_or_else(|| "Session not found".to_string())?;

        session.data.get(&key)
            .cloned()
            .ok_or_else(|| format!("Key {} not found", key))
    }
}
```

## Error Handling Best Practices

### Use thiserror for Errors

```rust
use thiserror::Error;

#[derive(Debug, Error)]
enum ToolError {
    #[error("Invalid parameter: {field} - {message}")]
    InvalidParameter { field: String, message: String },

    #[error("Resource not found: {0}")]
    NotFound(String),

    #[error("Permission denied: {0}")]
    PermissionDenied(String),

    #[error("External service error: {0}")]
    ExternalError(String),

    #[error("Internal error: {0}")]
    Internal(String),
}
```

### Provide Clear Error Messages

```rust
#[tool(tool_box)]
impl MyService {
    #[tool(description = "Process data")]
    async fn process(&self, data: String) -> Result<String, ToolError> {
        if data.is_empty() {
            return Err(ToolError::InvalidParameter {
                field: "data".to_string(),
                message: "Data cannot be empty".to_string(),
            });
        }

        if data.len() > 1000 {
            return Err(ToolError::InvalidParameter {
                field: "data".to_string(),
                message: "Data exceeds maximum length of 1000 characters".to_string(),
            });
        }

        // Process data
        Ok(data.to_uppercase())
    }
}
```

## Testing Tools

### Unit Tests

```rust
#[cfg(test)]
mod tests {
    use super::*;

    #[tokio::test]
    async fn test_add() {
        let service = Calculator;
        assert_eq!(service.add(2, 3).await, 5);
    }

    #[tokio::test]
    async fn test_validate_email() {
        let service = ValidationService;

        assert!(service.validate_email("test@example.com".to_string())
            .await
            .is_ok());

        assert!(service.validate_email("invalid".to_string())
            .await
            .is_err());
    }
}
```

### Property-Based Tests

```rust
#[cfg(test)]
mod prop_tests {
    use super::*;
    use proptest::prelude::*;

    proptest! {
        #[test]
        fn test_add_commutative(a in -1000i32..1000, b in -1000i32..1000) {
            let calc = Calculator;
            let runtime = tokio::runtime::Runtime::new().unwrap();

            runtime.block_on(async {
                let result1 = calc.add(a, b).await;
                let result2 = calc.add(b, a).await;
                assert_eq!(result1, result2);
            });
        }
    }
}
```

## Performance Considerations

### Avoid Blocking Operations

```rust
// ❌ Bad: Blocking in async
#[tool(description = "Read file")]
async fn read_file(&self, path: String) -> Result<String, String> {
    std::fs::read_to_string(path) // BLOCKS!
        .map_err(|e| e.to_string())
}

// ✅ Good: Use async operations
#[tool(description = "Read file")]
async fn read_file(&self, path: String) -> Result<String, String> {
    tokio::fs::read_to_string(path).await
        .map_err(|e| e.to_string())
}
```

### Use Connection Pooling

```rust
use sqlx::PgPool;

#[tool(tool_box)]
struct DatabaseService {
    pool: PgPool,
}

#[tool(tool_box)]
impl DatabaseService {
    #[tool(description = "Query database")]
    async fn query(&self, sql: String) -> Result<Vec<String>, String> {
        sqlx::query(&sql)
            .fetch_all(&self.pool)
            .await
            .map_err(|e| e.to_string())?;

        Ok(vec![])
    }
}
```

## Best Practices

1. **Clear Descriptions**: Write descriptions that help AI understand when to use the tool
2. **Type Safety**: Use strong types, avoid stringly-typed APIs
3. **Validation**: Validate inputs early and clearly
4. **Error Messages**: Provide actionable error messages
5. **Idempotency**: Make tools idempotent when possible
6. **Documentation**: Document expected behavior and edge cases
7. **Testing**: Test both happy path and error cases
8. **Performance**: Avoid blocking, use async properly
9. **Security**: Sanitize inputs, validate permissions

## Your Role

When helping with tool development:

1. **Understand Requirements**
   - What should the tool do?
   - What parameters are needed?
   - What should it return?

2. **Design Tool API**
   - Parameter types
   - Return type
   - Error cases

3. **Implement Tool**
   - Write clean, typed code
   - Handle errors properly
   - Add validation

4. **Add Tests**
   - Unit tests
   - Edge cases
   - Error scenarios

5. **Review and Refine**
   - Check description clarity
   - Verify type safety
   - Ensure performance

Your goal is to help developers create robust, well-designed tools that AI assistants can reliably use.