TA-Lib MCP Server

import asyncio import json import numpy as np import pytest import talib as ta from mcp import ClientSession, StdioServerParameters from mcp.client.stdio import stdio_client @pytest.mark.asyncio async def test_mavp_matches_talib(): server_params = StdioServerParameters(command="uv", args=["run", "python", "-m", "mcp_talib.cli"]) close = [float(x) for x in range(1, 101)] periods = 3.0 expected = ta.MAVP(np.asarray(close, dtype=float), np.full(len(close), float(periods))) async with stdio_client(server_params) as (reader, writer): async with ClientSession(reader, writer) as session: await session.initialize() result = await session.call_tool("calculate_mavp", {"close_prices": close, "periods": periods}) if hasattr(result, "value"): value = result.value else: text = getattr(result.content[0], "text", None) assert text is not None value = json.loads(text) assert value.get("success") is True np.testing.assert_allclose(np.asarray(value["values"]["mavp"], dtype=float), expected, rtol=1e-6, atol=1e-8) if __name__ == "__main__": asyncio.run(test_mavp_matches_talib())