Add support for Elicitation (#625)

Co-authored-by: David Soria Parra <davidsp@anthropic.com>
This commit is contained in:
Inna Harper 2025-06-17 11:54:11 +01:00 • committed by GitHub
commit 69e6572d48
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3 changed files with 643 additions and 8 deletions

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@ -0,0 +1,111 @@
"""Elicitation utilities for MCP servers."""
from __future__ import annotations
import types
from typing import Generic, Literal, TypeVar, Union, get_args, get_origin
from pydantic import BaseModel
from pydantic.fields import FieldInfo
from mcp.server.session import ServerSession
from mcp.types import RequestId
ElicitSchemaModelT = TypeVar("ElicitSchemaModelT", bound=BaseModel)
class AcceptedElicitation(BaseModel, Generic[ElicitSchemaModelT]):
"""Result when user accepts the elicitation."""
action: Literal["accept"] = "accept"
data: ElicitSchemaModelT
class DeclinedElicitation(BaseModel):
"""Result when user declines the elicitation."""
action: Literal["decline"] = "decline"
class CancelledElicitation(BaseModel):
"""Result when user cancels the elicitation."""
action: Literal["cancel"] = "cancel"
ElicitationResult = AcceptedElicitation[ElicitSchemaModelT] | DeclinedElicitation | CancelledElicitation
# Primitive types allowed in elicitation schemas
_ELICITATION_PRIMITIVE_TYPES = (str, int, float, bool)
def _validate_elicitation_schema(schema: type[BaseModel]) -> None:
"""Validate that a Pydantic model only contains primitive field types."""
for field_name, field_info in schema.model_fields.items():
if not _is_primitive_field(field_info):
raise TypeError(
f"Elicitation schema field '{field_name}' must be a primitive type "
f"{_ELICITATION_PRIMITIVE_TYPES} or Optional of these types. "
f"Complex types like lists, dicts, or nested models are not allowed."
)
def _is_primitive_field(field_info: FieldInfo) -> bool:
"""Check if a field is a primitive type allowed in elicitation schemas."""
annotation = field_info.annotation
# Handle None type
if annotation is types.NoneType:
return True
# Handle basic primitive types
if annotation in _ELICITATION_PRIMITIVE_TYPES:
return True
# Handle Union types
origin = get_origin(annotation)
if origin is Union or origin is types.UnionType:
args = get_args(annotation)
# All args must be primitive types or None
return all(arg is types.NoneType or arg in _ELICITATION_PRIMITIVE_TYPES for arg in args)
return False
async def elicit_with_validation(
session: ServerSession,
message: str,
schema: type[ElicitSchemaModelT],
related_request_id: RequestId | None = None,
) -> ElicitationResult[ElicitSchemaModelT]:
"""Elicit information from the client/user with schema validation.
This method can be used to interactively ask for additional information from the
client within a tool's execution. The client might display the message to the
user and collect a response according to the provided schema. Or in case a
client is an agent, it might decide how to handle the elicitation -- either by asking
the user or automatically generating a response.
"""
# Validate that schema only contains primitive types and fail loudly if not
_validate_elicitation_schema(schema)
json_schema = schema.model_json_schema()
result = await session.elicit(
message=message,
requestedSchema=json_schema,
related_request_id=related_request_id,
)
if result.action == "accept" and result.content:
# Validate and parse the content using the schema
validated_data = schema.model_validate(result.content)
return AcceptedElicitation(data=validated_data)
elif result.action == "decline":
return DeclinedElicitation()
elif result.action == "cancel":
return CancelledElicitation()
else:
# This should never happen, but handle it just in case
raise ValueError(f"Unexpected elicitation action: {result.action}")

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@ -34,6 +34,7 @@ from mcp.server.auth.provider import OAuthAuthorizationServerProvider
from mcp.server.auth.settings import (
AuthSettings,
)
from mcp.server.elicitation import ElicitationResult, ElicitSchemaModelT, elicit_with_validation
from mcp.server.fastmcp.exceptions import ResourceError
from mcp.server.fastmcp.prompts import Prompt, PromptManager
from mcp.server.fastmcp.resources import FunctionResource, Resource, ResourceManager
@ -972,6 +973,37 @@ class Context(BaseModel, Generic[ServerSessionT, LifespanContextT, RequestT]):
assert self._fastmcp is not None, "Context is not available outside of a request"
return await self._fastmcp.read_resource(uri)
async def elicit(
self,
message: str,
schema: type[ElicitSchemaModelT],
) -> ElicitationResult[ElicitSchemaModelT]:
"""Elicit information from the client/user.
This method can be used to interactively ask for additional information from the
client within a tool's execution. The client might display the message to the
user and collect a response according to the provided schema. Or in case a
client is an agent, it might decide how to handle the elicitation -- either by asking
the user or automatically generating a response.
Args:
schema: A Pydantic model class defining the expected response structure, according to the specification,
only primive types are allowed.
message: Optional message to present to the user. If not provided, will use
a default message based on the schema
Returns:
An ElicitationResult containing the action taken and the data if accepted
Note:
Check the result.action to determine if the user accepted, declined, or cancelled.
The result.data will only be populated if action is "accept" and validation succeeded.
"""
return await elicit_with_validation(
session=self.request_context.session, message=message, schema=schema, related_request_id=self.request_id
)
async def log(
self,
level: Literal["debug", "info", "warning", "error"],

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@ -121,6 +121,10 @@ class ServerSession(
if client_caps.sampling is None:
return False
if capability.elicitation is not None:
if client_caps.elicitation is None:
return False
if capability.experimental is not None:
if client_caps.experimental is None:
return False
@ -251,6 +255,35 @@ class ServerSession(
types.ListRootsResult,
)
async def elicit(
self,
message: str,
requestedSchema: types.ElicitRequestedSchema,
related_request_id: types.RequestId | None = None,
) -> types.ElicitResult:
"""Send an elicitation/create request.
Args:
message: The message to present to the user
requestedSchema: Schema defining the expected response structure
Returns:
The client's response
"""
return await self.send_request(
types.ServerRequest(
types.ElicitRequest(
method="elicitation/create",
params=types.ElicitRequestParams(
message=message,
requestedSchema=requestedSchema,
),
)
),
types.ElicitResult,
metadata=ServerMessageMetadata(related_request_id=related_request_id),
)
async def send_ping(self) -> types.EmptyResult:
"""Send a ping request."""
return await self.send_request(