Spaces:
Running
Running
File size: 16,993 Bytes
1814d17 e526bb1 1814d17 e526bb1 1814d17 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 | ---
title: server
sidebarTitle: server
---
# `fastmcp.server.server`
FastMCP - A more ergonomic interface for MCP servers.
## Functions
### `add_resource_prefix`
```python
add_resource_prefix(uri: str, prefix: str, prefix_format: Literal['protocol', 'path'] | None = None) -> str
```
Add a prefix to a resource URI.
Args:
uri: The original resource URI
prefix: The prefix to add
Returns:
The resource URI with the prefix added
Examples:
>>> add_resource_prefix("resource://path/to/resource", "prefix")
"resource://prefix/path/to/resource" # with new style
>>> add_resource_prefix("resource://path/to/resource", "prefix")
"prefix+resource://path/to/resource" # with legacy style
>>> add_resource_prefix("resource:///absolute/path", "prefix")
"resource://prefix//absolute/path" # with new style
Raises:
ValueError: If the URI doesn't match the expected protocol://path format
### `remove_resource_prefix`
```python
remove_resource_prefix(uri: str, prefix: str, prefix_format: Literal['protocol', 'path'] | None = None) -> str
```
Remove a prefix from a resource URI.
Args:
uri: The resource URI with a prefix
prefix: The prefix to remove
prefix_format: The format of the prefix to remove
Returns:
The resource URI with the prefix removed
Examples:
>>> remove_resource_prefix("resource://prefix/path/to/resource", "prefix")
"resource://path/to/resource" # with new style
>>> remove_resource_prefix("prefix+resource://path/to/resource", "prefix")
"resource://path/to/resource" # with legacy style
>>> remove_resource_prefix("resource://prefix//absolute/path", "prefix")
"resource:///absolute/path" # with new style
Raises:
ValueError: If the URI doesn't match the expected protocol://path format
### `has_resource_prefix`
```python
has_resource_prefix(uri: str, prefix: str, prefix_format: Literal['protocol', 'path'] | None = None) -> bool
```
Check if a resource URI has a specific prefix.
Args:
uri: The resource URI to check
prefix: The prefix to look for
Returns:
True if the URI has the specified prefix, False otherwise
Examples:
>>> has_resource_prefix("resource://prefix/path/to/resource", "prefix")
True # with new style
>>> has_resource_prefix("prefix+resource://path/to/resource", "prefix")
True # with legacy style
>>> has_resource_prefix("resource://other/path/to/resource", "prefix")
False
Raises:
ValueError: If the URI doesn't match the expected protocol://path format
## Classes
### `FastMCP`
**Methods:**
#### `settings`
```python
settings(self) -> Settings
```
#### `name`
```python
name(self) -> str
```
#### `instructions`
```python
instructions(self) -> str | None
```
#### `run`
```python
run(self, transport: Literal['stdio', 'streamable-http', 'sse'] | None = None, **transport_kwargs: Any) -> None
```
Run the FastMCP server. Note this is a synchronous function.
**Args:**
- `transport`: Transport protocol to use ("stdio", "sse", or "streamable-http")
#### `add_middleware`
```python
add_middleware(self, middleware: Middleware) -> None
```
#### `custom_route`
```python
custom_route(self, path: str, methods: list[str], name: str | None = None, include_in_schema: bool = True)
```
Decorator to register a custom HTTP route on the FastMCP server.
Allows adding arbitrary HTTP endpoints outside the standard MCP protocol,
which can be useful for OAuth callbacks, health checks, or admin APIs.
The handler function must be an async function that accepts a Starlette
Request and returns a Response.
**Args:**
- `path`: URL path for the route (e.g., "/oauth/callback")
- `methods`: List of HTTP methods to support (e.g., ["GET", "POST"])
- `name`: Optional name for the route (to reference this route with
Starlette's reverse URL lookup feature)
- `include_in_schema`: Whether to include in OpenAPI schema, defaults to True
#### `add_tool`
```python
add_tool(self, tool: Tool) -> None
```
Add a tool to the server.
The tool function can optionally request a Context object by adding a parameter
with the Context type annotation. See the @tool decorator for examples.
**Args:**
- `tool`: The Tool instance to register
#### `remove_tool`
```python
remove_tool(self, name: str) -> None
```
Remove a tool from the server.
**Args:**
- `name`: The name of the tool to remove
**Raises:**
- `NotFoundError`: If the tool is not found
#### `tool`
```python
tool(self, name_or_fn: AnyFunction) -> FunctionTool
```
#### `tool`
```python
tool(self, name_or_fn: str | None = None) -> Callable[[AnyFunction], FunctionTool]
```
#### `tool`
```python
tool(self, name_or_fn: str | AnyFunction | None = None) -> Callable[[AnyFunction], FunctionTool] | FunctionTool
```
Decorator to register a tool.
Tools can optionally request a Context object by adding a parameter with the
Context type annotation. The context provides access to MCP capabilities like
logging, progress reporting, and resource access.
This decorator supports multiple calling patterns:
- @server.tool (without parentheses)
- @server.tool (with empty parentheses)
- @server.tool("custom_name") (with name as first argument)
- @server.tool(name="custom_name") (with name as keyword argument)
- server.tool(function, name="custom_name") (direct function call)
**Args:**
- `name_or_fn`: Either a function (when used as @tool), a string name, or None
- `name`: Optional name for the tool (keyword-only, alternative to name_or_fn)
- `description`: Optional description of what the tool does
- `tags`: Optional set of tags for categorizing the tool
- `annotations`: Optional annotations about the tool's behavior (e.g. {"is_async"\: True})
- `exclude_args`: Optional list of argument names to exclude from the tool schema
- `enabled`: Optional boolean to enable or disable the tool
#### `add_resource`
```python
add_resource(self, resource: Resource) -> None
```
Add a resource to the server.
**Args:**
- `resource`: A Resource instance to add
#### `add_template`
```python
add_template(self, template: ResourceTemplate) -> None
```
Add a resource template to the server.
**Args:**
- `template`: A ResourceTemplate instance to add
#### `add_resource_fn`
```python
add_resource_fn(self, fn: AnyFunction, uri: str, name: str | None = None, description: str | None = None, mime_type: str | None = None, tags: set[str] | None = None) -> None
```
Add a resource or template to the server from a function.
If the URI contains parameters (e.g. "resource://{param}") or the function
has parameters, it will be registered as a template resource.
**Args:**
- `fn`: The function to register as a resource
- `uri`: The URI for the resource
- `name`: Optional name for the resource
- `description`: Optional description of the resource
- `mime_type`: Optional MIME type for the resource
- `tags`: Optional set of tags for categorizing the resource
#### `resource`
```python
resource(self, uri: str) -> Callable[[AnyFunction], Resource | ResourceTemplate]
```
Decorator to register a function as a resource.
The function will be called when the resource is read to generate its content.
The function can return:
- str for text content
- bytes for binary content
- other types will be converted to JSON
Resources can optionally request a Context object by adding a parameter with the
Context type annotation. The context provides access to MCP capabilities like
logging, progress reporting, and session information.
If the URI contains parameters (e.g. "resource://{param}") or the function
has parameters, it will be registered as a template resource.
**Args:**
- `uri`: URI for the resource (e.g. "resource\://my-resource" or "resource\://{param}")
- `name`: Optional name for the resource
- `description`: Optional description of the resource
- `mime_type`: Optional MIME type for the resource
- `tags`: Optional set of tags for categorizing the resource
- `enabled`: Optional boolean to enable or disable the resource
#### `add_prompt`
```python
add_prompt(self, prompt: Prompt) -> None
```
Add a prompt to the server.
**Args:**
- `prompt`: A Prompt instance to add
#### `prompt`
```python
prompt(self, name_or_fn: AnyFunction) -> FunctionPrompt
```
#### `prompt`
```python
prompt(self, name_or_fn: str | None = None) -> Callable[[AnyFunction], FunctionPrompt]
```
#### `prompt`
```python
prompt(self, name_or_fn: str | AnyFunction | None = None) -> Callable[[AnyFunction], FunctionPrompt] | FunctionPrompt
```
Decorator to register a prompt.
Prompts can optionally request a Context object by adding a parameter with the
Context type annotation. The context provides access to MCP capabilities like
logging, progress reporting, and session information.
This decorator supports multiple calling patterns:
- @server.prompt (without parentheses)
- @server.prompt() (with empty parentheses)
- @server.prompt("custom_name") (with name as first argument)
- @server.prompt(name="custom_name") (with name as keyword argument)
- server.prompt(function, name="custom_name") (direct function call)
Args:
name_or_fn: Either a function (when used as @prompt), a string name, or None
name: Optional name for the prompt (keyword-only, alternative to name_or_fn)
description: Optional description of what the prompt does
tags: Optional set of tags for categorizing the prompt
enabled: Optional boolean to enable or disable the prompt
Example:
@server.prompt
def analyze_table(table_name: str) -> list\[Message]:
schema = read_table_schema(table_name)
return [
{
"role": "user",
"content": f"Analyze this schema:
{schema}"
}
]
@server.prompt()
def analyze_with_context(table_name: str, ctx: Context) -> list\[Message]:
ctx.info(f"Analyzing table {table_name}")
schema = read_table_schema(table_name)
return [
{
"role": "user",
"content": f"Analyze this schema:
{schema}"
}
]
@server.prompt("custom_name")
def analyze_file(path: str) -> list\[Message]:
content = await read_file(path)
return [
{
"role": "user",
"content": {
"type": "resource",
"resource": {
"uri": f"file://{path}",
"text": content
}
}
}
]
@server.prompt(name="custom_name")
def another_prompt(data: str) -> list\[Message]:
return [{"role": "user", "content": data}]
# Direct function call
server.prompt(my_function, name="custom_name")
#### `sse_app`
```python
sse_app(self, path: str | None = None, message_path: str | None = None, middleware: list[ASGIMiddleware] | None = None) -> StarletteWithLifespan
```
Create a Starlette app for the SSE server.
**Args:**
- `path`: The path to the SSE endpoint
- `message_path`: The path to the message endpoint
- `middleware`: A list of middleware to apply to the app
#### `streamable_http_app`
```python
streamable_http_app(self, path: str | None = None, middleware: list[ASGIMiddleware] | None = None) -> StarletteWithLifespan
```
Create a Starlette app for the StreamableHTTP server.
**Args:**
- `path`: The path to the StreamableHTTP endpoint
- `middleware`: A list of middleware to apply to the app
#### `http_app`
```python
http_app(self, path: str | None = None, middleware: list[ASGIMiddleware] | None = None, json_response: bool | None = None, stateless_http: bool | None = None, transport: Literal['streamable-http', 'sse'] = 'streamable-http') -> StarletteWithLifespan
```
Create a Starlette app using the specified HTTP transport.
**Args:**
- `path`: The path for the HTTP endpoint
- `middleware`: A list of middleware to apply to the app
- `transport`: Transport protocol to use - either "streamable-http" (default) or "sse"
**Returns:**
- A Starlette application configured with the specified transport
#### `mount`
```python
mount(self, server: FastMCP[LifespanResultT], prefix: str | None = None, as_proxy: bool | None = None) -> None
```
Mount another FastMCP server on this server with an optional prefix.
Unlike importing (with import_server), mounting establishes a dynamic connection
between servers. When a client interacts with a mounted server's objects through
the parent server, requests are forwarded to the mounted server in real-time.
This means changes to the mounted server are immediately reflected when accessed
through the parent.
When a server is mounted with a prefix:
- Tools from the mounted server are accessible with prefixed names.
Example: If server has a tool named "get_weather", it will be available as "prefix_get_weather".
- Resources are accessible with prefixed URIs.
Example: If server has a resource with URI "weather://forecast", it will be available as
"weather://prefix/forecast".
- Templates are accessible with prefixed URI templates.
Example: If server has a template with URI "weather://location/{id}", it will be available
as "weather://prefix/location/{id}".
- Prompts are accessible with prefixed names.
Example: If server has a prompt named "weather_prompt", it will be available as
"prefix_weather_prompt".
When a server is mounted without a prefix (prefix=None), its tools, resources, templates,
and prompts are accessible with their original names. Multiple servers can be mounted
without prefixes, and they will be tried in order until a match is found.
There are two modes for mounting servers:
1. Direct mounting (default when server has no custom lifespan): The parent server
directly accesses the mounted server's objects in-memory for better performance.
In this mode, no client lifecycle events occur on the mounted server, including
lifespan execution.
2. Proxy mounting (default when server has a custom lifespan): The parent server
treats the mounted server as a separate entity and communicates with it via a
Client transport. This preserves all client-facing behaviors, including lifespan
execution, but with slightly higher overhead.
**Args:**
- `server`: The FastMCP server to mount.
- `prefix`: Optional prefix to use for the mounted server's objects. If None,
the server's objects are accessible with their original names.
- `as_proxy`: Whether to treat the mounted server as a proxy. If None (default),
automatically determined based on whether the server has a custom lifespan
(True if it has a custom lifespan, False otherwise).
- `tool_separator`: Deprecated. Separator character for tool names.
- `resource_separator`: Deprecated. Separator character for resource URIs.
- `prompt_separator`: Deprecated. Separator character for prompt names.
#### `from_openapi`
```python
from_openapi(cls, openapi_spec: dict[str, Any], client: httpx.AsyncClient, route_maps: list[RouteMap] | None = None, route_map_fn: OpenAPIRouteMapFn | None = None, mcp_component_fn: OpenAPIComponentFn | None = None, mcp_names: dict[str, str] | None = None, tags: set[str] | None = None, **settings: Any) -> FastMCPOpenAPI
```
Create a FastMCP server from an OpenAPI specification.
#### `from_fastapi`
```python
from_fastapi(cls, app: Any, name: str | None = None, route_maps: list[RouteMap] | None = None, route_map_fn: OpenAPIRouteMapFn | None = None, mcp_component_fn: OpenAPIComponentFn | None = None, mcp_names: dict[str, str] | None = None, httpx_client_kwargs: dict[str, Any] | None = None, tags: set[str] | None = None, **settings: Any) -> FastMCPOpenAPI
```
Create a FastMCP server from a FastAPI application.
#### `as_proxy`
```python
as_proxy(cls, backend: Client[ClientTransportT] | ClientTransport | FastMCP[Any] | AnyUrl | Path | MCPConfig | dict[str, Any] | str, **settings: Any) -> FastMCPProxy
```
Create a FastMCP proxy server for the given backend.
The ``backend`` argument can be either an existing :class:`~fastmcp.client.Client`
instance or any value accepted as the ``transport`` argument of
:class:`~fastmcp.client.Client`. This mirrors the convenience of the
``Client`` constructor.
#### `from_client`
```python
from_client(cls, client: Client[ClientTransportT], **settings: Any) -> FastMCPProxy
```
Create a FastMCP proxy server from a FastMCP client.
### `MountedServer`
|