--- title: context sidebarTitle: context --- # `fastmcp.server.context` ## Functions ### `set_context` ```python set_context(context: Context) -> Generator[Context, None, None] ``` ## Classes ### `LogData` Data object for passing log arguments to client-side handlers. This provides an interface to match the Python standard library logging, for compatibility with structured logging. ### `Context` Context object providing access to MCP capabilities. This provides a cleaner interface to MCP's RequestContext functionality. It gets injected into tool and resource functions that request it via type hints. To use context in a tool function, add a parameter with the Context type annotation: ```python @server.tool async def my_tool(x: int, ctx: Context) -> str: # Log messages to the client await ctx.info(f"Processing {x}") await ctx.debug("Debug info") await ctx.warning("Warning message") await ctx.error("Error message") # Report progress await ctx.report_progress(50, 100, "Processing") # Access resources data = await ctx.read_resource("resource://data") # Get request info request_id = ctx.request_id client_id = ctx.client_id # Manage state across the request ctx.set_state("key", "value") value = ctx.get_state("key") return str(x) ``` State Management: Context objects maintain a state dictionary that can be used to store and share data across middleware and tool calls within a request. When a new context is created (nested contexts), it inherits a copy of its parent's state, ensuring that modifications in child contexts don't affect parent contexts. The context parameter name can be anything as long as it's annotated with Context. The context is optional - tools that don't need it can omit the parameter. **Methods:** #### `fastmcp` ```python fastmcp(self) -> FastMCP ``` Get the FastMCP instance. #### `request_context` ```python request_context(self) -> RequestContext[ServerSession, Any, Request] ``` Access to the underlying request context. If called outside of a request context, this will raise a ValueError. #### `report_progress` ```python report_progress(self, progress: float, total: float | None = None, message: str | None = None) -> None ``` Report progress for the current operation. **Args:** - `progress`: Current progress value e.g. 24 - `total`: Optional total value e.g. 100 #### `read_resource` ```python read_resource(self, uri: str | AnyUrl) -> list[ReadResourceContents] ``` Read a resource by URI. **Args:** - `uri`: Resource URI to read **Returns:** - The resource content as either text or bytes #### `log` ```python log(self, message: str, level: LoggingLevel | None = None, logger_name: str | None = None, extra: Mapping[str, Any] | None = None) -> None ``` Send a log message to the client. Messages sent to Clients are also logged to the `fastmcp.server.context.to_client` logger with a level of `DEBUG`. **Args:** - `message`: Log message - `level`: Optional log level. One of "debug", "info", "notice", "warning", "error", "critical", "alert", or "emergency". Default is "info". - `logger_name`: Optional logger name - `extra`: Optional mapping for additional arguments #### `client_id` ```python client_id(self) -> str | None ``` Get the client ID if available. #### `request_id` ```python request_id(self) -> str ``` Get the unique ID for this request. #### `session_id` ```python session_id(self) -> str ``` Get the MCP session ID for ALL transports. Returns the session ID that can be used as a key for session-based data storage (e.g., Redis) to share data between tool calls within the same client session. **Returns:** - The session ID for StreamableHTTP transports, or a generated ID - for other transports. #### `session` ```python session(self) -> ServerSession ``` Access to the underlying session for advanced usage. #### `debug` ```python debug(self, message: str, logger_name: str | None = None, extra: Mapping[str, Any] | None = None) -> None ``` Send a `DEBUG`-level message to the connected MCP Client. Messages sent to Clients are also logged to the `fastmcp.server.context.to_client` logger with a level of `DEBUG`. #### `info` ```python info(self, message: str, logger_name: str | None = None, extra: Mapping[str, Any] | None = None) -> None ``` Send a `INFO`-level message to the connected MCP Client. Messages sent to Clients are also logged to the `fastmcp.server.context.to_client` logger with a level of `DEBUG`. #### `warning` ```python warning(self, message: str, logger_name: str | None = None, extra: Mapping[str, Any] | None = None) -> None ``` Send a `WARNING`-level message to the connected MCP Client. Messages sent to Clients are also logged to the `fastmcp.server.context.to_client` logger with a level of `DEBUG`. #### `error` ```python error(self, message: str, logger_name: str | None = None, extra: Mapping[str, Any] | None = None) -> None ``` Send a `ERROR`-level message to the connected MCP Client. Messages sent to Clients are also logged to the `fastmcp.server.context.to_client` logger with a level of `DEBUG`. #### `list_roots` ```python list_roots(self) -> list[Root] ``` List the roots available to the server, as indicated by the client. #### `send_tool_list_changed` ```python send_tool_list_changed(self) -> None ``` Send a tool list changed notification to the client. #### `send_resource_list_changed` ```python send_resource_list_changed(self) -> None ``` Send a resource list changed notification to the client. #### `send_prompt_list_changed` ```python send_prompt_list_changed(self) -> None ``` Send a prompt list changed notification to the client. #### `sample` ```python sample(self, messages: str | Sequence[str | SamplingMessage], system_prompt: str | None = None, include_context: IncludeContext | None = None, temperature: float | None = None, max_tokens: int | None = None, model_preferences: ModelPreferences | str | list[str] | None = None) -> TextContent | ImageContent | AudioContent ``` Send a sampling request to the client and await the response. Call this method at any time to have the server request an LLM completion from the client. The client must be appropriately configured, or the request will error. #### `elicit` ```python elicit(self, message: str, response_type: None) -> AcceptedElicitation[dict[str, Any]] | DeclinedElicitation | CancelledElicitation ``` #### `elicit` ```python elicit(self, message: str, response_type: type[T]) -> AcceptedElicitation[T] | DeclinedElicitation | CancelledElicitation ``` #### `elicit` ```python elicit(self, message: str, response_type: list[str]) -> AcceptedElicitation[str] | DeclinedElicitation | CancelledElicitation ``` #### `elicit` ```python elicit(self, message: str, response_type: type[T] | list[str] | None = None) -> AcceptedElicitation[T] | AcceptedElicitation[dict[str, Any]] | AcceptedElicitation[str] | DeclinedElicitation | CancelledElicitation ``` Send an elicitation request to the client and await the response. Call this method at any time to request additional information from the user through the client. The client must support elicitation, or the request will error. Note that the MCP protocol only supports simple object schemas with primitive types. You can provide a dataclass, TypedDict, or BaseModel to comply. If you provide a primitive type, an object schema with a single "value" field will be generated for the MCP interaction and automatically deconstructed into the primitive type upon response. If the response_type is None, the generated schema will be that of an empty object in order to comply with the MCP protocol requirements. Clients must send an empty object ("{}")in response. **Args:** - `message`: A human-readable message explaining what information is needed - `response_type`: The type of the response, which should be a primitive type or dataclass or BaseModel. If it is a primitive type, an object schema with a single "value" field will be generated. #### `get_http_request` ```python get_http_request(self) -> Request ``` Get the active starlette request. #### `set_state` ```python set_state(self, key: str, value: Any) -> None ``` Set a value in the context state. #### `get_state` ```python get_state(self, key: str) -> Any ``` Get a value from the context state. Returns None if the key is not found.