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48f7143 c6466c2 2e6dbad 48f7143 e3f57a4 c5b3684 807bad3 c5b3684 807bad3 48f7143 6fe9090 1534a61 c7184ac 112de41 a84c433 a537180 acef890 a84c433 48f7143 0a0f1ed b770cbf 0a0f1ed 2e6dbad 807bad3 c6466c2 48f7143 e3f57a4 48f7143 506c09a 6fe9090 4dee55e 226fdf7 4dee55e 55471df e3f57a4 0907e77 4dee55e 226fdf7 4dee55e 55471df e3f57a4 0907e77 4dee55e c5b3684 4dee55e 55471df 4dee55e 957b451 4dee55e e98b7a0 e3f57a4 957b451 4dee55e 96b666d 0fdb55c 4dee55e 78cdd55 4dee55e 48f7143 226fdf7 48f7143 316c336 55471df e3f57a4 0907e77 4dee55e 48f7143 1534a61 3d30e82 acef890 48f7143 ef81ec0 3d30e82 1534a61 3d30e82 bf2f475 ceea07c bf2f475 ef81ec0 3d30e82 bf2f475 ef81ec0 bf2f475 ef81ec0 bf2f475 ef81ec0 bf2f475 c410bf8 ef81ec0 bf2f475 06b166f acef890 ec6bd43 7a0ee29 acef890 ec6bd43 acef890 48f7143 112de41 48f7143 226fdf7 acef890 48f7143 316c336 55471df e3f57a4 0907e77 48f7143 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 | """Resource template functionality."""
from __future__ import annotations
import inspect
import re
from collections.abc import Callable
from typing import Any
from urllib.parse import unquote
from mcp.types import Annotations
from mcp.types import ResourceTemplate as MCPResourceTemplate
from pydantic import (
Field,
field_validator,
validate_call,
)
from fastmcp.resources.resource import Resource
from fastmcp.server.dependencies import get_context
from fastmcp.utilities.components import FastMCPComponent
from fastmcp.utilities.json_schema import compress_schema
from fastmcp.utilities.types import (
find_kwarg_by_type,
get_cached_typeadapter,
)
def build_regex(template: str) -> re.Pattern:
parts = re.split(r"(\{[^}]+\})", template)
pattern = ""
for part in parts:
if part.startswith("{") and part.endswith("}"):
name = part[1:-1]
if name.endswith("*"):
name = name[:-1]
pattern += f"(?P<{name}>.+)"
else:
pattern += f"(?P<{name}>[^/]+)"
else:
pattern += re.escape(part)
return re.compile(f"^{pattern}$")
def match_uri_template(uri: str, uri_template: str) -> dict[str, str] | None:
regex = build_regex(uri_template)
match = regex.match(uri)
if match:
return {k: unquote(v) for k, v in match.groupdict().items()}
return None
class ResourceTemplate(FastMCPComponent):
"""A template for dynamically creating resources."""
uri_template: str = Field(
description="URI template with parameters (e.g. weather://{city}/current)"
)
mime_type: str = Field(
default="text/plain", description="MIME type of the resource content"
)
parameters: dict[str, Any] = Field(
description="JSON schema for function parameters"
)
annotations: Annotations | None = Field(
default=None, description="Optional annotations about the resource's behavior"
)
def __repr__(self) -> str:
return f"{self.__class__.__name__}(uri_template={self.uri_template!r}, name={self.name!r}, description={self.description!r}, tags={self.tags})"
def enable(self) -> None:
super().enable()
try:
context = get_context()
context._queue_resource_list_changed() # type: ignore[private-use]
except RuntimeError:
pass # No context available
def disable(self) -> None:
super().disable()
try:
context = get_context()
context._queue_resource_list_changed() # type: ignore[private-use]
except RuntimeError:
pass # No context available
@staticmethod
def from_function(
fn: Callable[..., Any],
uri_template: str,
name: str | None = None,
title: str | None = None,
description: str | None = None,
mime_type: str | None = None,
tags: set[str] | None = None,
enabled: bool | None = None,
annotations: Annotations | None = None,
meta: dict[str, Any] | None = None,
) -> FunctionResourceTemplate:
return FunctionResourceTemplate.from_function(
fn=fn,
uri_template=uri_template,
name=name,
title=title,
description=description,
mime_type=mime_type,
tags=tags,
enabled=enabled,
annotations=annotations,
meta=meta,
)
@field_validator("mime_type", mode="before")
@classmethod
def set_default_mime_type(cls, mime_type: str | None) -> str:
"""Set default MIME type if not provided."""
if mime_type:
return mime_type
return "text/plain"
def matches(self, uri: str) -> dict[str, Any] | None:
"""Check if URI matches template and extract parameters."""
return match_uri_template(uri, self.uri_template)
async def read(self, arguments: dict[str, Any]) -> str | bytes:
"""Read the resource content."""
raise NotImplementedError(
"Subclasses must implement read() or override create_resource()"
)
async def create_resource(self, uri: str, params: dict[str, Any]) -> Resource:
"""Create a resource from the template with the given parameters."""
async def resource_read_fn() -> str | bytes:
# Call function and check if result is a coroutine
result = await self.read(arguments=params)
return result
return Resource.from_function(
fn=resource_read_fn,
uri=uri,
name=self.name,
description=self.description,
mime_type=self.mime_type,
tags=self.tags,
enabled=self.enabled,
)
def to_mcp_template(
self,
*,
include_fastmcp_meta: bool | None = None,
**overrides: Any,
) -> MCPResourceTemplate:
"""Convert the resource template to an MCPResourceTemplate."""
kwargs = {
"uriTemplate": self.uri_template,
"name": self.name,
"description": self.description,
"mimeType": self.mime_type,
"title": self.title,
"annotations": self.annotations,
"_meta": self.get_meta(include_fastmcp_meta=include_fastmcp_meta),
}
return MCPResourceTemplate(**kwargs | overrides)
@classmethod
def from_mcp_template(cls, mcp_template: MCPResourceTemplate) -> ResourceTemplate:
"""Creates a FastMCP ResourceTemplate from a raw MCP ResourceTemplate object."""
# Note: This creates a simple ResourceTemplate instance. For function-based templates,
# the original function is lost, which is expected for remote templates.
return cls(
uri_template=mcp_template.uriTemplate,
name=mcp_template.name,
description=mcp_template.description,
mime_type=mcp_template.mimeType or "text/plain",
parameters={}, # Remote templates don't have local parameters
)
@property
def key(self) -> str:
"""
The key of the component. This is used for internal bookkeeping
and may reflect e.g. prefixes or other identifiers. You should not depend on
keys having a certain value, as the same tool loaded from different
hierarchies of servers may have different keys.
"""
return self._key or self.uri_template
class FunctionResourceTemplate(ResourceTemplate):
"""A template for dynamically creating resources."""
fn: Callable[..., Any]
async def read(self, arguments: dict[str, Any]) -> str | bytes:
"""Read the resource content."""
from fastmcp.server.context import Context
# Add context to parameters if needed
kwargs = arguments.copy()
context_kwarg = find_kwarg_by_type(self.fn, kwarg_type=Context)
if context_kwarg and context_kwarg not in kwargs:
kwargs[context_kwarg] = get_context()
result = self.fn(**kwargs)
if inspect.isawaitable(result):
result = await result
return result
@classmethod
def from_function(
cls,
fn: Callable[..., Any],
uri_template: str,
name: str | None = None,
title: str | None = None,
description: str | None = None,
mime_type: str | None = None,
tags: set[str] | None = None,
enabled: bool | None = None,
annotations: Annotations | None = None,
meta: dict[str, Any] | None = None,
) -> FunctionResourceTemplate:
"""Create a template from a function."""
from fastmcp.server.context import Context
func_name = name or getattr(fn, "__name__", None) or fn.__class__.__name__
if func_name == "<lambda>":
raise ValueError("You must provide a name for lambda functions")
# Reject functions with *args
# (**kwargs is allowed because the URI will define the parameter names)
sig = inspect.signature(fn)
for param in sig.parameters.values():
if param.kind == inspect.Parameter.VAR_POSITIONAL:
raise ValueError(
"Functions with *args are not supported as resource templates"
)
# Auto-detect context parameter if not provided
context_kwarg = find_kwarg_by_type(fn, kwarg_type=Context)
# Validate that URI params match function params
uri_params = set(re.findall(r"{(\w+)(?:\*)?}", uri_template))
if not uri_params:
raise ValueError("URI template must contain at least one parameter")
func_params = set(sig.parameters.keys())
if context_kwarg:
func_params.discard(context_kwarg)
# get the parameters that are required
required_params = {
p
for p in func_params
if sig.parameters[p].default is inspect.Parameter.empty
and sig.parameters[p].kind != inspect.Parameter.VAR_KEYWORD
and p != context_kwarg
}
# Check if required parameters are a subset of the URI parameters
if not required_params.issubset(uri_params):
raise ValueError(
f"Required function arguments {required_params} must be a subset of the URI parameters {uri_params}"
)
# Check if the URI parameters are a subset of the function parameters (skip if **kwargs present)
if not any(
param.kind == inspect.Parameter.VAR_KEYWORD
for param in sig.parameters.values()
):
if not uri_params.issubset(func_params):
raise ValueError(
f"URI parameters {uri_params} must be a subset of the function arguments: {func_params}"
)
description = description or inspect.getdoc(fn)
# if the fn is a callable class, we need to get the __call__ method from here out
if not inspect.isroutine(fn):
fn = fn.__call__
# if the fn is a staticmethod, we need to work with the underlying function
if isinstance(fn, staticmethod):
fn = fn.__func__
type_adapter = get_cached_typeadapter(fn)
parameters = type_adapter.json_schema()
# compress the schema
prune_params = [context_kwarg] if context_kwarg else None
parameters = compress_schema(parameters, prune_params=prune_params)
# ensure the arguments are properly cast
fn = validate_call(fn)
return cls(
uri_template=uri_template,
name=func_name,
title=title,
description=description,
mime_type=mime_type or "text/plain",
fn=fn,
parameters=parameters,
tags=tags or set(),
enabled=enabled if enabled is not None else True,
annotations=annotations,
meta=meta,
)
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