Connectto Firecrawl Deep Research, Resend, WhatsApp MCP Servers
Create powerful AI workflows by connecting multiple MCP servers including Firecrawl Deep Research, Resend, WhatsApp for enhanced automation capabilities in Klavis AI.
Firecrawl Deep Research
A personal research assistant that analyze sources across the web, based on Firecrawl
Available Tools:
- firecrawl_deep_research
Resend
Resend is a modern email API for sending and receiving emails programmatically
Available Tools:
- resend_send_email
- resend_create_audience
- resend_get_audience
- +12 more tools
WhatsApp Business API integration that enables sending text messages, media, and managing conversations with customers. Perfect for customer support, marketing campaigns, and automated messaging workflows through the official WhatsApp Business platform.
Available Tools:
- whatsapp_send_text
Quick Setup Guide
Follow these steps to connect LlamaIndex to these MCP servers
Create Your Account
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Configure Connections
Add your desired MCP servers to LlamaIndex and configure authentication settings.
Test & Deploy
Verify your connections work correctly and start using your enhanced AI capabilities.
LlamaIndex + KlavisAI Integration Snippets
import os
from klavis import Klavis
from klavis.types import McpServerName, ConnectionType
from llama_index.tools.mcp import (
BasicMCPClient,
get_tools_from_mcp_url,
aget_tools_from_mcp_url,
)
from llama_index.core.agent.workflow import FunctionAgent, AgentWorkflow
# Initialize clients
klavis_client = Klavis(api_key=os.getenv("KLAVIS_API_KEY"))
firecrawl_deep_research_mcp_instance = klavis_client.mcp_server.create_server_instance(
server_name=McpServerName.FIRECRAWL_DEEP_RESEARCH,
user_id="1234",
platform_name="Klavis",
connection_type=ConnectionType.STREAMABLE_HTTP,
)
resend_mcp_instance = klavis_client.mcp_server.create_server_instance(
server_name=McpServerName.RESEND,
user_id="1234",
platform_name="Klavis",
connection_type=ConnectionType.STREAMABLE_HTTP,
)
whatsapp_mcp_instance = klavis_client.mcp_server.create_server_instance(
server_name=McpServerName.WHATSAPP,
user_id="1234",
platform_name="Klavis",
connection_type=ConnectionType.STREAMABLE_HTTP,
)
firecrawl_deep_research_tools = await aget_tools_from_mcp_url(
firecrawl_deep_research_mcp_instance.server_url,
client=BasicMCPClient(firecrawl_deep_research_mcp_instance.server_url)
)
resend_tools = await aget_tools_from_mcp_url(
resend_mcp_instance.server_url,
client=BasicMCPClient(resend_mcp_instance.server_url)
)
whatsapp_tools = await aget_tools_from_mcp_url(
whatsapp_mcp_instance.server_url,
client=BasicMCPClient(whatsapp_mcp_instance.server_url)
)
firecrawl_deep_research_agent = FunctionAgent(
name="firecrawl_deep_research_agent",
tools=firecrawl_deep_research_tools,
llm=llm,
)
resend_agent = FunctionAgent(
name="resend_agent",
tools=resend_tools,
llm=llm,
)
whatsapp_agent = FunctionAgent(
name="whatsapp_agent",
tools=whatsapp_tools,
llm=llm,
)
workflow = AgentWorkflow(
agents=[firecrawl_deep_research_agent, resend_agent, whatsapp_agent],
root_agent="firecrawl_deep_research_agent",
)Frequently Asked Questions
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