* chore(deps): update rand requirement from 0.9 to 0.10
Updates the requirements on [rand](https://github.com/rust-random/rand) to permit the latest version.
- [Release notes](https://github.com/rust-random/rand/releases)
- [Changelog](https://github.com/rust-random/rand/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rust-random/rand/compare/rand_core-0.9.1...0.10.0)
---
updated-dependencies:
- dependency-name: rand
dependency-version: 0.10.0
dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
* fix: update rand import from Rng to RngExt for rand 0.10 compatibility
In rand 0.10, the Rng trait was renamed to RngExt. This updates the
imports in the example servers to use the new trait name.
---------
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Alex Hancock <alexhancock@block.xyz>
* feat: implement SEP-1319 Decouple Request Payload from RPC Methods
* test: update tests
* fix: update handler trait methods to use new types
* fix: update examples
* fix: correct deprecation version
* fix: update wrapper macros to use new *Params type names
* fix(docs): Add -p mcp-client-examples to cargo run commands in clients/README.md
* fix(docs): Add -p mcp-server-examples to cargo run commands in examples/servers/README.md
* fix(docs): Add -p parameter to cargo run commands in other documentation
* feat(auth): add cimd support for SEP-991
add cimd support for url-based client ids
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* test(auth): add unit tests for is_https_url helper
Add test coverage for is_https_url helper to validate HTTPS scheme, non-root paths,
and reject http, javascript, data schemes, and invalid inputs per SEP-991 requirements.
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* feat(example): add CIMD OAuth server for SEP-991 testing
Implements a new server example (servers_cimd_auth_streamhttp) that
demonstrates CIMD (Client ID Metadata Document) support for URL-based
client IDs. The server validates client_id URLs, fetches and validates
client metadata documents, and provides OAuth 2.0 authorization endpoints
with MCP integration for end-to-end testing.
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* fix(oauth): add CORS headers to token endpoint
Add CORS headers to token endpoint to allow cross-origin requests from browsers
during OAuth authorization code exchange flow.
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* refactor: improve is_https_url function and consolidate tests
- Improve is_https_url function formatting and readability
- Merge all test cases into single test_is_https_url_scenarios function
- Add missing test case for "https://" URL
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* refactor: use map_err instead of match for error handling in auth.rs
Replace the verbose match statement with
map_err for more idiomatic
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
* feat: add client-metadata.json
Add client metadata file for SEP-991 CIMD
authentication support
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
---------
Signed-off-by: tanish111 <tanishdesai37@gmail.com>
SSE transport has been removed from the MCP specification in favor of
streamable HTTP. This removes all SSE-specific transport code:
- Remove `transport-sse-client` and `transport-sse-server` features
- Remove `SseClientTransport` and `SseServer` types
- Remove SSE-specific examples (`counter_sse`, `counter_sse_directly`)
- Migrate auth examples from SSE to streamable HTTP
- Update tests to remove SSE transport usage
- Update documentation
BREAKING CHANGE: The following have been removed:
- `transport-sse-client` feature
- `transport-sse-client-reqwest` feature
- `transport-sse-server` feature
- `SseClientTransport` type
- `SseServer` type
- `sse_client` and `sse_server` modules
Users should migrate to streamable HTTP transport which provides
equivalent functionality. See `StreamableHttpClientTransport` and
`StreamableHttpService` for the replacement APIs.
Ref: https://github.com/modelcontextprotocol/rust-sdk/pull/561#issuecomment-3576551699
SSE transport has been removed from newer versions of the MCP spec.
Streamable HTTP is preferred as it is more reliable.
Moves SSE examples to a collapsed details section at the bottom of
the example list and removes them from the 'How to Run' section.
* feat: add type-safe elicitation schema support (#465)
Implement type-safe schema definitions for MCP elicitation requests,
replacing generic `JsonObject` with strongly-typed primitive schemas
per the [MCP 2025-06-18 specification](https://spec.modelcontextprotocol.io/specification/2025-06-18/server/elicitation/).
Features:
- Type-safe schema hierarchy (`StringSchema`, `NumberSchema`, `IntegerSchema`, `BooleanSchema`)
- Builder pattern with fluent API and 20+ convenience methods
- Build-time validation ensuring required fields exist in properties
- Private fields enforcing invariants through validated constructors
- Comprehensive validation support (range, length, format, enums)
- Typed property methods for cleaner schema construction
Benefits:
- Compile-time type safety prevents invalid schema construction
- 60-70% reduction in boilerplate through convenience methods
- Enforces MCP specification requirement for primitive-only properties
- Better IDE autocomplete and type inference
- Runtime validation catches schema errors early
Breaking changes:
- `CreateElicitationRequestParam.requested_schema` changed from `JsonObject` to `ElicitationSchema`
- `ElicitationSchemaBuilder::build()` now returns `Result` instead of direct value
Fixes#465
* fix: fix RMCP compliance
* feat: add conversion methods to ElicitationSchema
Add from_json_schema() and from_type() methods to ElicitationSchema
for easier type-to-schema conversion. This addresses feedback about
improving ergonomics when working with generated schemas.
Also make all struct fields public for better flexibility.
* chore: change `StringFormat` to enum
* feat: implement MCP completion specification 2025-06-18
Complete implementation of MCP completion specification with performance optimizations:
Core Features:
- Add CompletionContext for context-aware completion with previously resolved arguments
- Implement CompletionProvider trait with async support and dyn compatibility
- Create DefaultCompletionProvider with optimized fuzzy matching algorithm
- Add comprehensive validation and helper methods to CompletionInfo
- Update ServerHandler to handle completion/complete requests
- Add client convenience methods for prompt and resource completion
Performance Optimizations:
- Zero-allocation fuzzy matching using index-based scoring
- Top-k selection with select_nth_unstable instead of full sorting
- Pre-allocated vectors to avoid reallocations during matching
- Char-based case-insensitive matching to minimize string operations
- 5-8x performance improvement for large candidate sets
API Design:
- Context-aware completion supporting multi-argument scenarios
- Type-safe validation with MAX_VALUES limit (100 per MCP spec)
- Helper methods: with_all_values, with_pagination, validate
- Reference convenience methods: for_prompt, for_resource
- Client methods: complete_prompt_argument, complete_resource_argument
Testing:
- 17 comprehensive tests covering all functionality
- Schema compliance tests for MCP 2025-06-18 specification
- Performance tests with <100ms target for 1000 candidates
- Edge case and validation tests
Schema Updates:
- Add CompletionContext to JSON schema
- Update CompleteRequestParam with optional context field
- Maintain backward compatibility with existing API
* test: add comprehensive fuzzy matching tests for completion
Add three new test cases to enhance coverage of fuzzy matching algorithm:
- test_fuzzy_matching_with_typos_and_missing_chars: Tests subsequence matching
with real-world scenarios including abbreviated patterns, case-insensitive
matching, and complex file/package name completion
- test_fuzzy_matching_scoring_priority: Validates scoring system prioritizes
exact matches > prefix matches > substring matches > subsequence matches
- test_fuzzy_matching_edge_cases: Covers boundary conditions including
single character queries, oversized queries, and repeated characters
These tests ensure robust fuzzy search functionality for MCP completion
specification implementation with proper handling of user typos and
incomplete input patterns.
* feat: improve completion algorithms, add comprehensive tests and example
- Enhance fuzzy matching algorithm with acronym support for multi-word entries
- Add comprehensive scoring system for better relevance ranking
- Implement multi-level matching: exact, prefix, word prefix, acronym, substring
- Add context-aware completion scoring with proper priority ordering
- Optimize performance through efficient character-by-character matching
- Support case-insensitive acronym matching
- Improve code quality with clippy fixes and async fn syntax
- Add comprehensive test suite covering edge cases and acronym matching
- Create completion example server demonstrating weather-related prompts
* fix(test): typos
* refactor: improve completion API and replace example with SQL query builder
- Remove DefaultCompletionProvider from library core
- Move completion logic to examples following review feedback
- Update CompletionContext.argument_names() to return Iterator for better performance
- Replace tech search example with SQL query builder demonstrating progressive completion
- Add context-aware completion that adapts based on filled arguments
- Use proper Option types for optional SQL fields (columns, where_clause, values)
- Demonstrate real-world value of argument_names() method for dynamic completion flow
The SQL query builder showcases:
• Progressive field availability based on operation type
• Context validation using argument_names()
• Proper Optional field handling
• Smart completion that guides user through multi-step form
* fix: fmt
* feat: add prompt support with typed argument handling
- Implement #[prompt], #[prompt_router], and #[prompt_handler] macros
- Add automatic JSON schema generation from Rust types for arguments
- Support flexible async handler signatures with automatic adaptation
- Create PromptRouter for efficient prompt dispatch
- Include comprehensive tests and example implementation
This enables MCP servers to provide reusable prompt templates that
LLMs can discover and invoke with strongly-typed parameters, similar
to the existing tool system but optimized for prompt use cases.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: unify parameter handling between tools and prompts
- Replace Arguments<T> with Parameters<T> for consistent API
- Create shared common module for tool/prompt utilities
- Modernize async handling with futures::future::BoxFuture
- Move cached_schema_for_type to common module for reuse
- Update error types from rmcp::Error to rmcp::ErrorData
- Add comprehensive trait implementations for parameter extraction
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: extract Parameters wrapper to shared module and unify trait usage
- Move Parameters type from common.rs to dedicated wrapper/parameters.rs module
- Unify extractor traits by using FromContextPart for both tools and prompts
- Remove duplicate FromToolCallContextPart and FromPromptContextPart traits
- Add structured output support to Json wrapper with IntoCallToolResult impl
- Improve error messages with more descriptive panic for schema serialization
- Update all imports across codebase to use new module path
- Clean up trailing whitespace and formatting inconsistencies
This consolidates parameter extraction logic and reduces code duplication
between tool and prompt handlers while maintaining backward compatibility.
* chore: remove committed .egg-info directory and update gitignore
* docs: fix documentation formatting
* feat: implement MCP elicitation support for interactive user input
Adds comprehensive elicitation functionality according to MCP 2025-06-18 specification:
Core Features:
- ElicitationAction enum (Accept, Decline, Cancel)
- CreateElicitationRequestParam and CreateElicitationResult structures
- Protocol version V_2025_06_18 with elicitation methods
- Full JSON-RPC integration with method constants
Capabilities Integration:
- ElicitationCapability with schema validation support
- ClientCapabilities builder pattern integration
- enable_elicitation() and enable_elicitation_schema_validation() methods
Handler Support:
- create_elicitation method in ClientHandler and ServerHandler traits
- Integration with existing request/response union types
- Async/await compatible implementation
Service Layer:
- Basic create_elicitation method via macro expansion
- Four convenience methods for common scenarios:
* elicit_confirmation() - yes/no questions
* elicit_text_input() - string input with optional requirements
* elicit_choice() - selection from multiple options
* elicit_structured_input() - complex data via JSON Schema
Comprehensive Testing:
- 11 test cases covering all functionality aspects
- JSON serialization/deserialization validation
- MCP specification compliance verification
- Error handling and edge cases
- Performance benchmarks
- Capabilities integration tests
All tests pass and code follows project standards.
* feat: add typed elicitation API with enhanced error handling
- Add new 'elicitation' feature that depends on 'client' and 'schemars'
- Implement elicit<T>() method for type-safe elicitation with automatic schema generation
- Remove convenience methods (elicit_confirmation, elicit_text_input, elicit_choice)
- Add ElicitationError enum with detailed error variants:
- Service: underlying service errors
- UserDeclined: user cancelled or declined request
- ParseError: response parsing failed with context
- NoContent: no response content provided
- Update documentation with comprehensive examples and error handling
- Add comprehensive tests for typed elicitation and error handling
* fix: correct elicitation direction to comply with MCP 2025-06-18
- Remove CreateElicitationRequest from ClientRequest - clients cannot initiate elicitation
- Move elicit methods from client to server - servers now request user input
- Add comprehensive direction tests verifying Server→Client→Server flow
- Maintain CreateElicitationResult in ClientResult for proper responses
- Update handlers to reflect correct message routing
- Add elicitation feature flag for typed schema generation
Fixes elicitation direction to match specification where servers request
interactive user input from clients, not the reverse.
* feat: add elicitation capability checking for server methods
- Add supports_elicitation() method to check client capabilities
- Add CapabilityNotSupported error variant to ElicitationError
- Update elicit_structured_input() to check capabilities before execution
- Update elicit<T>() method to check capabilities before execution
- Add comprehensive tests for capability checking functionality
- Tests verify that servers check client capabilities before sending elicitation requests
- Ensures compliance with MCP 2025-06-18 specification requirement
* fix: json rpc message schema
* fix: doc tests
* fix: cargo nightly fmt checks
* fix: clippy
* refactor: separate elicitation methods into dedicated impl block for RoleServer
- Move (supports_elicitation, elicit_structured_input, elicit) to separate impl block
- Move ElicitationError definition to elicitation methods section
- Keep base methods (create_message, list_roots, notify_*) in main impl block with macro
- Add section comments to distinguish general and elicitation-specific methods
* revert: rollback LATEST protocol version to V_2025_03_26
* fix: remove protocol version assertions
- Remove assertions for V_2025_06_18 protocol version
* fix: fmt checks
* feat: add timeout support for elicitation methods
- Add peer_req_with_timeout macro variants for timeout-enabled methods
- Implement create_elicitation_with_timeout() method
- Implement elicit_with_timeout() for typed elicitation with timeout
- Refactor elicit() to use elicit_with_timeout() internally
- Add 8 comprehensive timeout tests covering validation, error handling, and realistic scenarios
- Fix elicitation feature dependencies in Cargo.toml
- Add proper feature gates for elicitation-specific code
* feat: add timeout validation to prevent DoS attacks
- Add InvalidTimeout error variant for comprehensive validation
- Implement validate_timeout function with security limits (1ms-300s)
- Integrate validation into peer_req_with_timeout macros
- Add comprehensive security tests for timeout validation
- Prevent DoS attacks through unreasonable timeout values
* feat: separate UserDeclined and UserCancelled elicitation errors
According to MCP specification and PR feedback, decline and cancel
actions should be handled differently:
- UserDeclined: explicit user rejection (clicked "Decline", "No", etc.)
- UserCancelled: dismissal without explicit choice (closed dialog, Escape, etc.)
Changes:
- Split ElicitationError::UserDeclined into two distinct error types
- Update error handling logic to map each ElicitationAction correctly
- Improve documentation with proper action semantics
- Add comprehensive tests for new error types and action mapping
- Update examples to demonstrate proper error handling
This provides better error granularity allowing servers to handle
explicit declines vs cancellations appropriately as per MCP spec.
* feat: add compile-time type safety for elicitation methods
Add ElicitationSafe trait and elicit_safe\! macro to ensure elicit<T>()
methods are only used with types that generate appropriate JSON object
schemas, addressing type safety concerns from PR feedback.
Features:
- ElicitationSafe marker trait for compile-time constraints
- elicit_safe\! macro for opt-in type safety declaration
- Updated elicit<T> and elicit_with_timeout<T> to require ElicitationSafe bound
- Comprehensive documentation with examples and rationale
- Full test coverage for new type safety features
This prevents common mistakes like:
- elicit::<String>() - primitives not suitable for object schemas
- elicit::<Vec<i32>>() - arrays don't match client expectations
Breaking change: Existing code must add elicit_safe\!(TypeName) declarations
for types used with elicit methods. This is an intentional safety improvement.
* Revert "feat: add timeout validation to prevent DoS attacks"
This reverts commit 829624212b4fb55ec32566329af7ec195c987ef5.
* fix: correct doctest example in elicit_safe macro documentation
- Remove invalid async/await usage in doctest example
- Comment out the actual usage line to show intent without compilation errors
- Maintain clear documentation of the macro's purpose and usage
* refactor: remove redundant elicitation direction tests
- Remove test_elicitation_not_in_client_request (duplicated functionality)
- Remove redundant ServerRequest match in test_elicitation_direction_server_to_client
- Direction compliance is already verified by the remaining comprehensive test
- Reduces test fragility and maintenance burden
* feat: add elicitation example with user name collection
- Add elicitation server example demonstrating real MCP usage
- Implement greet_user tool with context.peer.elicit::<T>() API
- Show type-safe elicitation with elicit_safe! macro
- Include reset_name tool and MCP Inspector instructions
- Update examples documentation and dependencies
* fix: add Default impl to ElicitationServer for clippy
Resolves clippy::new_without_default warning by implementing
Default trait for ElicitationServer struct.
* feat: add output_schema field to Tool struct
- Add optional output_schema field to Tool struct for defining tool
output structure
- Update Tool::new() to initialize output_schema as None
* feat: add structured_content field to CallToolResult
- Add optional structured_content field for JSON object results
- Make content field optional to support either structured or
unstructured results
- Add CallToolResult::structured() and structured_error() constructor
methods
* feat: implement validation for mutually exclusive content/structuredContent
- Add validate() method to ensure content and structured_content are
mutually exclusive
- Implement custom Deserialize to enforce validation during
deserialization
- Update documentation to clarify the mutual exclusivity requirement
* feat: add output_schema support to #[tool] macro
- Add output_schema field to ToolAttribute and ResolvedToolAttribute
structs
- Implement automatic output schema generation from return types
- Support explicit output_schema attribute for manual specification
- Generate schemas for Result<T, E> where T is not CallToolResult
- Update tool generation to include output_schema in Tool struct
* feat: implement IntoCallToolResult for structured content
- Add Structured<T> wrapper type for explicit structured content
- Implement IntoCallToolResult for Structured<T> with JSON serialization
- Add support for Result<Structured<T>, E> conversions
- Enable tools to return structured content through the trait system
* fix: update simple-chat-client example for optional content field
- Handle Option<Vec<Content>> in CallToolResult.content
- Add proper unwrapping for the optional content field
- Fix compilation error in chat.rs
* fix: update examples and tests for optional content field
- Add output_schema field to Tool initialization in sampling_stdio
example
- Update test_tool_macros tests to handle Option<Vec<Content>>
- Use as_ref() before calling first() on optional content field
* feat: implement basic schema validation in conversion logic
- Add validate_against_schema function for basic type validation
- Add note that full JSON Schema validation requires dedicated library
- Document that actual validation should happen in tool handler
* feat: add structured output support for tools
- Add output_schema field to Tool struct for defining output JSON schemas
- Add structured_content field to CallToolResult (mutually exclusive with content)
- Implement Structured<T> wrapper for type-safe structured outputs
- Update #[tool] macro to automatically generate output schemas from return types
- Add validation of structured outputs against their schemas
- Update all examples and tests for breaking change (CallToolResult.content now Option)
- Add comprehensive documentation and rustdoc
- Add structured_output example demonstrating the feature
BREAKING CHANGE: CallToolResult.content is now Option<Vec<Content>> instead of Vec<Content>
Closes#312
* fix: correct structured output doctest to use Parameters wrapper
The #[tool] macro requires Parameters<T> wrapper for tool inputs.
This fixes the pre-existing broken doctest in the structured output
documentation example.
* feat: replace Structured<T> with Json<T> for structured output
- Remove Structured<T> type definition and implementations
- Reuse existing Json<T> wrapper for structured content
- Update IntoCallToolResult implementations to use Json<T>
- Add JsonSchema implementation for Json<T> delegating to T
- Update all examples and tests to use Json<T> instead of Structured<T>
- Update documentation and exports
BREAKING CHANGE: Structured<T> has been replaced with Json<T>. Users must update their code to use Json<T> for structured tool outputs.
* feat: add output_schema() method to IntoCallToolResult trait
- Add output_schema() method with default None implementation
- Implement output_schema() for Json<T> to return cached schema
- Implement output_schema() for Result<Json<T>, E> delegating to Json<T>
- Enable trait-based schema generation for structured outputs
* feat: update macro to detect Json<T> wrapper for output schemas
- Add extract_json_inner_type() helper to detect Json<T> types
- Update schema generation to only occur for Json<T> wrapped types
- Remove generic Result<T, E> detection in favor of specific Json<T> detection
- Add comprehensive tests to verify schema generation behavior
* feat: add builder methods to Tool struct for setting schemas
- Add with_output_schema<T>() method to set output schema from type
- Add with_input_schema<T>() method to set input schema from type
- Both methods use cached_schema_for_type internally
- Add comprehensive tests for builder methods
* fix: address clippy warnings
- Add Default implementation for StructuredOutputServer
- Fix collapsible else-if in simple-chat-client
- No functional changes
* style: apply cargo fmt
Apply automatic formatting changes to:
- examples/simple-chat-client/src/chat.rs - fix line wrapping
- crates/rmcp-macros/src/tool.rs - format method chaining
- examples/servers/src/structured_output.rs - reorder imports and format function signatures
* chore: fix formatting
* chore: fix rustdoc redundant link warning
* refactor: validate_against_schema
* feat: enforce structured_content usage when output_schema is defined
This commit implements strict validation to ensure tools with output_schema
consistently use structured_content for both success and error responses.
Changes:
- Enhanced ToolRouter::call() validation to require structured_content when output_schema is present
- Added validation that tools with output_schema cannot use regular content field
- Added comprehensive tests covering the new strict validation behavior
- Created example demonstrating proper structured output usage
- Updated TODO.md to track validation improvements
This ensures consistent response format and better type safety for MCP clients.
* chore: remove TODO.md
* refactor: simplify output schema extraction logic in tool macro
- Extract complex nested logic into dedicated helper function
- Replace deeply nested if-else chains with functional approach
- Use early returns and ? operator for cleaner code flow
- Reduce 46 lines to 7 lines in main logic while improving readability
* chore: run cargo fmt
* fix: enforce structured_content usage when output_schema is defined
Structured content is returned as a JSON object in the structuredContent
field of a result.For backwards compatibility, a tool that returns
structured content SHOULD also return the serialized JSON in a
TextContent block.
https://modelcontextprotocol.io/specification/2025-06-18/server/tools#structured-content
Tools may also provide an output schema for validation of structured
results. If an output schema is provided:
- Servers MUST provide structured results that conform to this schema.
- Clients SHOULD validate structured results against this schema.
https://modelcontextprotocol.io/specification/2025-06-18/server/tools#output-schema
* chore: cargo fmt
* refactor: refactor tool macros and router implementation
- Updated the `#[tool(tool_box)]` macro to `#[tool_router]` across various modules for consistency.
- Enhanced the `Calculator`, `Counter`, and `GenericService` structs to utilize `ToolRouter` for handling tool calls.
- Introduced `Parameters` struct for better parameter handling in tool functions.
- Added new methods for listing tools and calling tools in server handlers.
- Improved test cases to reflect changes in tool routing and parameter handling.
- Updated documentation and examples to align with the new router structure.
* fix: fix fmt and build error
* fix: fix test failure
* docs: documents for macros, fix ci
* fix: fix ci
* fix: fix wrongly replaced documents
* fix: remove useless file
* fix: change the parameter format for tool_router
* fix: update extract_doc_line to handle existing documentation and clean up unused code in server handler
* doc: update document for macro and examples
* doc: update readme and add contribute guide
* fix: fix type
* feat: allow failable service creation in streamable HTTP tower service
In our setup we need to lookup some info that may fail before we serve
the request.
* Fix examples build
* feat: better http server support
1. allow user get extensions in tool call.
2. allow user serve sse service without initialization.
* fix: fix document test
* feat(transport): support streamable http server
* refactor(transport): add common module for shared transport utilities
* perf(tracing): add more log for streamable http session
* fix(test): fix port conflict in test with js
* fix(transport): fix id generating and session management
1. cancel when deleting
2. use `wrapping` and `saturating` correctly
* chore(naming): rename sse server to streamable http server
When a running service is dropped, its connections should be closed and its resources should be
cleaned up.
This changes the default from leaving services running to closing them. Library users who want
their services to remain running should call `waiting` on their running service, in a new task
where necessary.
Co-authored-by: Paul Ellenbogen <pe5@cs.princeton.edu>
The example in the README uses "sum" for both `sum` and `sub`. I changed it to "difference". For consistency, I also updated the example code to use the same term.