DSPy MCP Provider

This module provides integration with DSPy, allowing conversion between MCP tools and DSPy’s tool format.

Overview

The primary function in this module is to_dspy_tools, which takes a NostrMCPClient instance and converts the available MCP tools into a format that can be used by a DSPy agent (like dspy.ReAct).

Usage

import dspy
from agentstr.mcp.providers.dspy import to_dspy_tools
from agentstr.mcp.nostr_mcp_client import NostrMCPClient

# Assume nostr_mcp_client is an initialized and connected NostrMCPClient
async def setup_dspy_agent(nostr_mcp_client: NostrMCPClient):
    # Convert MCP tools to DSPy format
    dspy_tools = await to_dspy_tools(nostr_mcp_client)

    # Create a DSPy agent with the converted tools
    agent = dspy.ReAct("question -> answer: str", tools=dspy_tools)
    return agent

Note

For a complete, working example, check out the DSPy Agent example.

Reference

See Also

• DSPy Agent Provider — For using DSPy agents with Agentstr.

• agentstr.mcp.nostr_mcp_client.NostrMCPClient — The client used to fetch MCP tools.