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Merge pull request #177 from strawgate/McpRegisterable-example
McpMixin Example
This commit is contained in:
commit
126ced7296
8 changed files with 562 additions and 2 deletions
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.github/workflows/run-tests.yml
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.github/workflows/run-tests.yml
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@ -60,4 +60,3 @@ jobs:
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- name: Run tests
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run: uv run pytest -vv
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if: ${{ !(github.event.pull_request.head.repo.fork) }}
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@ -27,4 +27,3 @@ repos:
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hooks:
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- id: pyright-pretty
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files: ^src/|^tests/
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exclude: ^examples/
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9
src/contrib/README.md
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9
src/contrib/README.md
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@ -0,0 +1,9 @@
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# FastMCP Contrib Modules
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This directory holds community-contributed modules for FastMCP. These modules extend FastMCP's functionality but are not officially maintained by the core team.
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**Guarantees:**
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* Modules in `contrib` may have different testing requirements or stability guarantees compared to the core library.
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* Changes to the core FastMCP library might break modules in `contrib` without explicit warnings in the main changelog.
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Use these modules at your own discretion. Contributions are welcome, but please include tests and documentation.
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39
src/contrib/mcp_mixin/README.md
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39
src/contrib/mcp_mixin/README.md
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@ -0,0 +1,39 @@
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# MCP Mixin
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This module provides the `MCPMixin` base class and associated decorators (`@mcp_tool`, `@mcp_resource`, `@mcp_prompt`).
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It allows developers to easily define classes whose methods can be registered as tools, resources, or prompts with a `FastMCP` server instance using the `register_all()`, `register_tools()`, `register_resources()`, or `register_prompts()` methods provided by the mixin.
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## Usage
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Inherit from `MCPMixin` and use the decorators on the methods you want to register.
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```python
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from fastmcp import FastMCP
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from contrib.mcp_mixin.mcp_mixin import MCPMixin, mcp_tool, mcp_resource
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class MyComponent(MCPMixin):
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@mcp_tool(name="my_tool", description="Does something cool.")
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def tool_method(self):
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return "Tool executed!"
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@mcp_resource(uri="component://data")
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def resource_method(self):
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return {"data": "some data"}
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mcp_server = FastMCP()
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component = MyComponent()
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# Register all decorated methods with a prefix
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# Useful if you will have multiple instantiated objects of the same class
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# and want to avoid name collisions.
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component.register_all(mcp_server, prefix="my_comp")
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# Register without a prefix
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# component.register_all(mcp_server)
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# Now 'my_comp_my_tool' tool and 'my_comp+component://data' resource are registered (if prefix used)
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# Or 'my_tool' and 'component://data' are registered (if no prefix used)
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```
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The `prefix` argument in registration methods is optional. If omitted, methods are registered with their original decorated names/URIs. Individual separators (`tools_separator`, `resources_separator`, `prompts_separator`) can also be provided to `register_all` to change the separator for specific types.
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52
src/contrib/mcp_mixin/example.py
Normal file
52
src/contrib/mcp_mixin/example.py
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"""Sample code for FastMCP using MCPMixin."""
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import asyncio
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from contrib.mcp_mixin.mcp_mixin import (
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MCPMixin,
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mcp_prompt,
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mcp_resource,
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mcp_tool,
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)
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from fastmcp import FastMCP
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mcp = FastMCP()
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class Sample(MCPMixin):
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def __init__(self, name):
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self.name = name
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@mcp_tool()
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def first_tool(self):
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"""First tool description."""
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return f"Executed tool {self.name}."
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@mcp_resource(uri="test://test")
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def first_resource(self):
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"""First resource description."""
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return f"Executed resource {self.name}."
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@mcp_prompt()
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def first_prompt(self):
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"""First prompt description."""
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return f"here's a prompt! {self.name}."
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first_sample = Sample("First")
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second_sample = Sample("Second")
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first_sample.register_all(mcp_server=mcp, prefix="first")
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second_sample.register_all(mcp_server=mcp, prefix="second")
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async def list_components():
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print("MCP Server running with registered components...")
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print("Tools:", list(await mcp.get_tools()))
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print("Resources:", list(await mcp.get_resources()))
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print("Prompts:", list(await mcp.get_prompts()))
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if __name__ == "__main__":
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asyncio.run(list_components())
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mcp.run()
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208
src/contrib/mcp_mixin/mcp_mixin.py
Normal file
208
src/contrib/mcp_mixin/mcp_mixin.py
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"""Provides a base mixin class and decorators for easy registration of class methods with FastMCP."""
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from collections.abc import Callable
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from typing import TYPE_CHECKING, Any
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if TYPE_CHECKING:
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from fastmcp.server import FastMCP
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_MCP_REGISTRATION_TOOL_ATTR = "_mcp_tool_registration"
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_MCP_REGISTRATION_RESOURCE_ATTR = "_mcp_resource_registration"
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_MCP_REGISTRATION_PROMPT_ATTR = "_mcp_prompt_registration"
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_DEFAULT_SEPARATOR_TOOL = "_"
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_DEFAULT_SEPARATOR_RESOURCE = "+"
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_DEFAULT_SEPARATOR_PROMPT = "_"
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def mcp_tool(
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name: str | None = None,
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description: str | None = None,
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tags: set[str] | None = None,
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) -> Callable[[Callable[..., Any]], Callable[..., Any]]:
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"""Decorator to mark a method as an MCP tool for later registration."""
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def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
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call_args = {
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"name": name or func.__name__,
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"description": description,
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"tags": tags,
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}
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call_args = {k: v for k, v in call_args.items() if v is not None}
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setattr(func, _MCP_REGISTRATION_TOOL_ATTR, call_args)
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return func
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return decorator
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def mcp_resource(
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uri: str,
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*,
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name: str | None = None,
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description: str | None = None,
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mime_type: str | None = None,
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tags: set[str] | None = None,
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) -> Callable[[Callable[..., Any]], Callable[..., Any]]:
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"""Decorator to mark a method as an MCP resource for later registration."""
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def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
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call_args = {
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"uri": uri,
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"name": name or func.__name__,
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"description": description,
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"mime_type": mime_type,
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"tags": tags,
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}
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call_args = {k: v for k, v in call_args.items() if v is not None}
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setattr(func, _MCP_REGISTRATION_RESOURCE_ATTR, call_args)
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return func
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return decorator
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def mcp_prompt(
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name: str | None = None,
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description: str | None = None,
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tags: set[str] | None = None,
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) -> Callable[[Callable[..., Any]], Callable[..., Any]]:
|
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"""Decorator to mark a method as an MCP prompt for later registration."""
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def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
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call_args = {
|
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"name": name or func.__name__,
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"description": description,
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"tags": tags,
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}
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call_args = {k: v for k, v in call_args.items() if v is not None}
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setattr(func, _MCP_REGISTRATION_PROMPT_ATTR, call_args)
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return func
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return decorator
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class MCPMixin:
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"""Base mixin class for objects that can register tools, resources, and prompts
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with a FastMCP server instance using decorators.
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This mixin provides methods like `register_all`, `register_tools`, etc.,
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which iterate over the methods of the inheriting class, find methods
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decorated with `@mcp_tool`, `@mcp_resource`, or `@mcp_prompt`, and
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register them with the provided FastMCP server instance.
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"""
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def _get_methods_to_register(self, registration_type: str):
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"""Retrieves all methods marked for a specific registration type."""
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return [
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(
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getattr(self, method_name),
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getattr(getattr(self, method_name), registration_type).copy(),
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)
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for method_name in dir(self)
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if callable(getattr(self, method_name))
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and hasattr(getattr(self, method_name), registration_type)
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]
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def register_tools(
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self,
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mcp_server: "FastMCP",
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prefix: str | None = None,
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separator: str = _DEFAULT_SEPARATOR_TOOL,
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) -> None:
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"""Registers all methods marked with @mcp_tool with the FastMCP server.
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Args:
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mcp_server: The FastMCP server instance to register tools with.
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prefix: Optional prefix to prepend to tool names. If provided, the
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final name will be f"{prefix}{separator}{original_name}".
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separator: The separator string used between prefix and original name.
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Defaults to '_'.
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"""
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for method, registration_info in self._get_methods_to_register(
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_MCP_REGISTRATION_TOOL_ATTR
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):
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if prefix:
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registration_info["name"] = (
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f"{prefix}{separator}{registration_info['name']}"
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)
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mcp_server.add_tool(fn=method, **registration_info)
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def register_resources(
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self,
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mcp_server: "FastMCP",
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prefix: str | None = None,
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separator: str = _DEFAULT_SEPARATOR_RESOURCE,
|
||||
) -> None:
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"""Registers all methods marked with @mcp_resource with the FastMCP server.
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|
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Args:
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mcp_server: The FastMCP server instance to register resources with.
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prefix: Optional prefix to prepend to resource names and URIs. If provided,
|
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the final name will be f"{prefix}{separator}{original_name}" and the
|
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final URI will be f"{prefix}{separator}{original_uri}".
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separator: The separator string used between prefix and original name/URI.
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Defaults to '+'.
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"""
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for method, registration_info in self._get_methods_to_register(
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_MCP_REGISTRATION_RESOURCE_ATTR
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):
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if prefix:
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registration_info["name"] = (
|
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f"{prefix}{separator}{registration_info['name']}"
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)
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registration_info["uri"] = (
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f"{prefix}{separator}{registration_info['uri']}"
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)
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mcp_server.add_resource_fn(fn=method, **registration_info)
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def register_prompts(
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self,
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mcp_server: "FastMCP",
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prefix: str | None = None,
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separator: str = _DEFAULT_SEPARATOR_PROMPT,
|
||||
) -> None:
|
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"""Registers all methods marked with @mcp_prompt with the FastMCP server.
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|
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Args:
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mcp_server: The FastMCP server instance to register prompts with.
|
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prefix: Optional prefix to prepend to prompt names. If provided, the
|
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final name will be f"{prefix}{separator}{original_name}".
|
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separator: The separator string used between prefix and original name.
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Defaults to '_'.
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"""
|
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for method, registration_info in self._get_methods_to_register(
|
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_MCP_REGISTRATION_PROMPT_ATTR
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):
|
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if prefix:
|
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registration_info["name"] = (
|
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f"{prefix}{separator}{registration_info['name']}"
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)
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mcp_server.add_prompt(fn=method, **registration_info)
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def register_all(
|
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self,
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mcp_server: "FastMCP",
|
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prefix: str | None = None,
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tool_separator: str = _DEFAULT_SEPARATOR_TOOL,
|
||||
resource_separator: str = _DEFAULT_SEPARATOR_RESOURCE,
|
||||
prompt_separator: str = _DEFAULT_SEPARATOR_PROMPT,
|
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) -> None:
|
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"""Registers all marked tools, resources, and prompts with the server.
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|
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This method calls `register_tools`, `register_resources`, and `register_prompts`
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internally, passing the provided prefix and separators.
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|
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Args:
|
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mcp_server: The FastMCP server instance to register with.
|
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prefix: Optional prefix applied to all registered items unless overridden
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by a specific separator argument.
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tool_separator: Separator for tool names (defaults to '_').
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resource_separator: Separator for resource names/URIs (defaults to '+').
|
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prompt_separator: Separator for prompt names (defaults to '_').
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"""
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self.register_tools(mcp_server, prefix=prefix, separator=tool_separator)
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self.register_resources(mcp_server, prefix=prefix, separator=resource_separator)
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self.register_prompts(mcp_server, prefix=prefix, separator=prompt_separator)
|
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1
tests/contrib/__init__.py
Normal file
1
tests/contrib/__init__.py
Normal file
|
|
@ -0,0 +1 @@
|
|||
# This file makes Python treat the directory as a package.
|
||||
253
tests/contrib/test_mcp_mixin.py
Normal file
253
tests/contrib/test_mcp_mixin.py
Normal file
|
|
@ -0,0 +1,253 @@
|
|||
"""Tests for the MCPMixin class."""
|
||||
|
||||
import pytest
|
||||
|
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from contrib.mcp_mixin.mcp_mixin import (
|
||||
_DEFAULT_SEPARATOR_PROMPT,
|
||||
_DEFAULT_SEPARATOR_RESOURCE,
|
||||
_DEFAULT_SEPARATOR_TOOL,
|
||||
MCPMixin,
|
||||
mcp_prompt,
|
||||
mcp_resource,
|
||||
mcp_tool,
|
||||
)
|
||||
from fastmcp import FastMCP
|
||||
|
||||
|
||||
class TestMCPMixin:
|
||||
"""Test suite for MCPMixin functionality."""
|
||||
|
||||
def test_initialization(self):
|
||||
"""Test that a class inheriting MCPMixin can be initialized."""
|
||||
|
||||
class MyMixin(MCPMixin):
|
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pass
|
||||
|
||||
instance = MyMixin()
|
||||
assert instance is not None
|
||||
|
||||
# --- Tool Registration Tests ---
|
||||
@pytest.mark.parametrize(
|
||||
"prefix, separator, expected_key, unexpected_key",
|
||||
[
|
||||
(
|
||||
None,
|
||||
_DEFAULT_SEPARATOR_TOOL,
|
||||
"sample_tool",
|
||||
f"None{_DEFAULT_SEPARATOR_TOOL}sample_tool",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
_DEFAULT_SEPARATOR_TOOL,
|
||||
f"pref{_DEFAULT_SEPARATOR_TOOL}sample_tool",
|
||||
"sample_tool",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
"-",
|
||||
"pref-sample_tool",
|
||||
f"pref{_DEFAULT_SEPARATOR_TOOL}sample_tool",
|
||||
),
|
||||
],
|
||||
ids=["No prefix", "Default separator", "Custom separator"],
|
||||
)
|
||||
async def test_tool_registration(
|
||||
self, prefix, separator, expected_key, unexpected_key
|
||||
):
|
||||
"""Test tool registration with prefix and separator variations."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyToolMixin(MCPMixin):
|
||||
@mcp_tool()
|
||||
def sample_tool(self):
|
||||
pass
|
||||
|
||||
instance = MyToolMixin()
|
||||
instance.register_tools(mcp, prefix=prefix, separator=separator)
|
||||
|
||||
registered_tools = await mcp.get_tools()
|
||||
assert expected_key in registered_tools
|
||||
assert unexpected_key not in registered_tools
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"prefix, separator, expected_uri_key, expected_name, unexpected_uri_key",
|
||||
[
|
||||
(
|
||||
None,
|
||||
_DEFAULT_SEPARATOR_RESOURCE,
|
||||
"test://resource",
|
||||
"sample_resource",
|
||||
f"None{_DEFAULT_SEPARATOR_RESOURCE}test://resource",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
_DEFAULT_SEPARATOR_RESOURCE,
|
||||
f"pref{_DEFAULT_SEPARATOR_RESOURCE}test://resource",
|
||||
f"pref{_DEFAULT_SEPARATOR_RESOURCE}sample_resource",
|
||||
"test://resource",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
"fff",
|
||||
"prefffftest://resource",
|
||||
"preffffsample_resource",
|
||||
f"pref{_DEFAULT_SEPARATOR_RESOURCE}test://resource",
|
||||
),
|
||||
],
|
||||
ids=["No prefix", "Default separator", "Custom separator"],
|
||||
)
|
||||
async def test_resource_registration(
|
||||
self, prefix, separator, expected_uri_key, expected_name, unexpected_uri_key
|
||||
):
|
||||
"""Test resource registration with prefix and separator variations."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyResourceMixin(MCPMixin):
|
||||
@mcp_resource(uri="test://resource")
|
||||
def sample_resource(self):
|
||||
pass
|
||||
|
||||
instance = MyResourceMixin()
|
||||
instance.register_resources(mcp, prefix=prefix, separator=separator)
|
||||
|
||||
registered_resources = await mcp.get_resources()
|
||||
assert expected_uri_key in registered_resources
|
||||
assert registered_resources[expected_uri_key].name == expected_name
|
||||
assert unexpected_uri_key not in registered_resources
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"prefix, separator, expected_name, unexpected_name",
|
||||
[
|
||||
(
|
||||
None,
|
||||
_DEFAULT_SEPARATOR_PROMPT,
|
||||
"sample_prompt",
|
||||
f"None{_DEFAULT_SEPARATOR_PROMPT}sample_prompt",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
_DEFAULT_SEPARATOR_PROMPT,
|
||||
f"pref{_DEFAULT_SEPARATOR_PROMPT}sample_prompt",
|
||||
"sample_prompt",
|
||||
),
|
||||
(
|
||||
"pref",
|
||||
":",
|
||||
"pref:sample_prompt",
|
||||
f"pref{_DEFAULT_SEPARATOR_PROMPT}sample_prompt",
|
||||
),
|
||||
],
|
||||
ids=["No prefix", "Default separator", "Custom separator"],
|
||||
)
|
||||
async def test_prompt_registration(
|
||||
self, prefix, separator, expected_name, unexpected_name
|
||||
):
|
||||
"""Test prompt registration with prefix and separator variations."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyPromptMixin(MCPMixin):
|
||||
@mcp_prompt()
|
||||
def sample_prompt(self):
|
||||
pass
|
||||
|
||||
instance = MyPromptMixin()
|
||||
instance.register_prompts(mcp, prefix=prefix, separator=separator)
|
||||
|
||||
prompts = await mcp.get_prompts()
|
||||
assert expected_name in prompts
|
||||
assert unexpected_name not in prompts
|
||||
|
||||
async def test_register_all_no_prefix(self):
|
||||
"""Test register_all method registers all types without a prefix."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyFullMixin(MCPMixin):
|
||||
@mcp_tool()
|
||||
def tool_all(self):
|
||||
pass
|
||||
|
||||
@mcp_resource(uri="res://all")
|
||||
def resource_all(self):
|
||||
pass
|
||||
|
||||
@mcp_prompt()
|
||||
def prompt_all(self):
|
||||
pass
|
||||
|
||||
instance = MyFullMixin()
|
||||
instance.register_all(mcp)
|
||||
|
||||
tools = await mcp.get_tools()
|
||||
resources = await mcp.get_resources()
|
||||
prompts = await mcp.get_prompts()
|
||||
|
||||
assert "tool_all" in tools
|
||||
assert "res://all" in resources
|
||||
assert "prompt_all" in prompts
|
||||
|
||||
async def test_register_all_with_prefix_default_separators(self):
|
||||
"""Test register_all method registers all types with a prefix and default separators."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyFullMixinPrefixed(MCPMixin):
|
||||
@mcp_tool()
|
||||
def tool_all_p(self):
|
||||
pass
|
||||
|
||||
@mcp_resource(uri="res://all_p")
|
||||
def resource_all_p(self):
|
||||
pass
|
||||
|
||||
@mcp_prompt()
|
||||
def prompt_all_p(self):
|
||||
pass
|
||||
|
||||
instance = MyFullMixinPrefixed()
|
||||
instance.register_all(mcp, prefix="all")
|
||||
|
||||
tools = await mcp.get_tools()
|
||||
resources = await mcp.get_resources()
|
||||
prompts = await mcp.get_prompts()
|
||||
|
||||
assert f"all{_DEFAULT_SEPARATOR_TOOL}tool_all_p" in tools
|
||||
assert f"all{_DEFAULT_SEPARATOR_RESOURCE}res://all_p" in resources
|
||||
assert f"all{_DEFAULT_SEPARATOR_PROMPT}prompt_all_p" in prompts
|
||||
|
||||
async def test_register_all_with_prefix_custom_separators(self):
|
||||
"""Test register_all method registers all types with a prefix and custom separators."""
|
||||
mcp = FastMCP()
|
||||
|
||||
class MyFullMixinCustomSep(MCPMixin):
|
||||
@mcp_tool()
|
||||
def tool_cust(self):
|
||||
pass
|
||||
|
||||
@mcp_resource(uri="res://cust")
|
||||
def resource_cust(self):
|
||||
pass
|
||||
|
||||
@mcp_prompt()
|
||||
def prompt_cust(self):
|
||||
pass
|
||||
|
||||
instance = MyFullMixinCustomSep()
|
||||
instance.register_all(
|
||||
mcp,
|
||||
prefix="cust",
|
||||
tool_separator="-",
|
||||
resource_separator="::",
|
||||
prompt_separator=".",
|
||||
)
|
||||
|
||||
tools = await mcp.get_tools()
|
||||
resources = await mcp.get_resources()
|
||||
prompts = await mcp.get_prompts()
|
||||
|
||||
assert "cust-tool_cust" in tools
|
||||
assert "cust::res://cust" in resources
|
||||
assert "cust.prompt_cust" in prompts
|
||||
|
||||
# Check default separators weren't used
|
||||
assert f"cust{_DEFAULT_SEPARATOR_TOOL}tool_cust" not in tools
|
||||
assert f"cust{_DEFAULT_SEPARATOR_RESOURCE}res://cust" not in resources
|
||||
assert f"cust{_DEFAULT_SEPARATOR_PROMPT}prompt_cust" not in prompts
|
||||
Loading…
Add table
Add a link
Reference in a new issue