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177 lines
5.7 KiB
Python
177 lines
5.7 KiB
Python
"""Simple MCP server demonstrating pagination for tools, resources, and prompts.
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This example shows how to implement pagination with the low-level server API
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to handle large lists of items that need to be split across multiple pages.
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"""
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from typing import TypeVar
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import anyio
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import click
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import mcp_types as types
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from mcp.server import Server, ServerRequestContext
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T = TypeVar("T")
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# Sample data - in real scenarios, this might come from a database
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SAMPLE_TOOLS = [
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types.Tool(
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name=f"tool_{i}",
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title=f"Tool {i}",
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description=f"This is sample tool number {i}",
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input_schema={"type": "object", "properties": {"input": {"type": "string"}}},
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)
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for i in range(1, 26) # 25 tools total
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]
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SAMPLE_RESOURCES = [
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types.Resource(
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uri=f"file:///path/to/resource_{i}.txt",
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name=f"resource_{i}",
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description=f"This is sample resource number {i}",
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)
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for i in range(1, 31) # 30 resources total
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]
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SAMPLE_PROMPTS = [
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types.Prompt(
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name=f"prompt_{i}",
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description=f"This is sample prompt number {i}",
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arguments=[
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types.PromptArgument(name="arg1", description="First argument", required=True),
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],
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)
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for i in range(1, 21) # 20 prompts total
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]
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def _paginate(cursor: str | None, items: list[T], page_size: int) -> tuple[list[T], str | None]:
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"""Helper to paginate a list of items given a cursor."""
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if cursor is not None:
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try:
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start_idx = int(cursor)
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except (ValueError, TypeError):
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return [], None
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else:
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start_idx = 0
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page = items[start_idx : start_idx + page_size]
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next_cursor = str(start_idx + page_size) if start_idx + page_size < len(items) else None
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return page, next_cursor
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# Paginated list_tools - returns 5 tools per page
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async def handle_list_tools(
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ctx: ServerRequestContext, params: types.PaginatedRequestParams | None
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) -> types.ListToolsResult:
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cursor = params.cursor if params is not None else None
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page, next_cursor = _paginate(cursor, SAMPLE_TOOLS, page_size=5)
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return types.ListToolsResult(tools=page, next_cursor=next_cursor)
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# Paginated list_resources - returns 10 resources per page
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async def handle_list_resources(
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ctx: ServerRequestContext, params: types.PaginatedRequestParams | None
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) -> types.ListResourcesResult:
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cursor = params.cursor if params is not None else None
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page, next_cursor = _paginate(cursor, SAMPLE_RESOURCES, page_size=10)
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return types.ListResourcesResult(resources=page, next_cursor=next_cursor)
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# Paginated list_prompts - returns 7 prompts per page
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async def handle_list_prompts(
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ctx: ServerRequestContext, params: types.PaginatedRequestParams | None
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) -> types.ListPromptsResult:
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cursor = params.cursor if params is not None else None
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page, next_cursor = _paginate(cursor, SAMPLE_PROMPTS, page_size=7)
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return types.ListPromptsResult(prompts=page, next_cursor=next_cursor)
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async def handle_call_tool(ctx: ServerRequestContext, params: types.CallToolRequestParams) -> types.CallToolResult:
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# Find the tool in our sample data
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tool = next((t for t in SAMPLE_TOOLS if t.name == params.name), None)
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if not tool:
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raise ValueError(f"Unknown tool: {params.name}")
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return types.CallToolResult(
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content=[
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types.TextContent(
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type="text",
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text=f"Called tool '{params.name}' with arguments: {params.arguments}",
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)
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]
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)
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async def handle_read_resource(
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ctx: ServerRequestContext, params: types.ReadResourceRequestParams
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) -> types.ReadResourceResult:
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resource = next((r for r in SAMPLE_RESOURCES if r.uri == str(params.uri)), None)
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if not resource:
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raise ValueError(f"Unknown resource: {params.uri}")
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return types.ReadResourceResult(
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contents=[
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types.TextResourceContents(
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uri=str(params.uri),
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text=f"Content of {resource.name}: This is sample content for the resource.",
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mime_type="text/plain",
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)
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]
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)
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async def handle_get_prompt(ctx: ServerRequestContext, params: types.GetPromptRequestParams) -> types.GetPromptResult:
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prompt = next((p for p in SAMPLE_PROMPTS if p.name == params.name), None)
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if not prompt:
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raise ValueError(f"Unknown prompt: {params.name}")
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message_text = f"This is the prompt '{params.name}'"
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if params.arguments:
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message_text += f" with arguments: {params.arguments}"
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return types.GetPromptResult(
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description=prompt.description,
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messages=[
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types.PromptMessage(
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role="user",
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content=types.TextContent(type="text", text=message_text),
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)
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],
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)
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@click.command()
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@click.option("--port", default=8000, help="Port to listen on for HTTP")
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@click.option(
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"--transport",
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type=click.Choice(["stdio", "streamable-http"]),
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default="stdio",
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help="Transport type",
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)
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def main(port: int, transport: str) -> int:
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app = Server(
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"mcp-simple-pagination",
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on_list_tools=handle_list_tools,
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on_list_resources=handle_list_resources,
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on_list_prompts=handle_list_prompts,
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on_call_tool=handle_call_tool,
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on_read_resource=handle_read_resource,
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on_get_prompt=handle_get_prompt,
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)
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if transport == "streamable-http":
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import uvicorn
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uvicorn.run(app.streamable_http_app(), host="127.0.0.1", port=port)
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else:
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from mcp.server.stdio import stdio_server
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async def arun():
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async with stdio_server() as streams:
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await app.run(streams[0], streams[1], app.create_initialization_options())
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anyio.run(arun)
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return 0
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