Skylink MCP Server for LangChainGive LangChain instant access to 22 tools to Check Skylink Status, Create Contact, Create Deal, and more
LangChain is the leading Python framework for composable LLM applications. Connect Skylink through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Skylink MCP Server for LangChain is a standout in the Sales Automation category — giving your AI agent 22 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"skylink": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Skylink, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Skylink MCP Server
Empower your AI agents to completely manage your real estate pipeline using the Skylink CRM platform. With 22 robust tools spanning CRM and VoIP operations, your AI can now programmatically organize leads, analyze call logs, manage complex deals, and evaluate agent performance.
LangChain's ecosystem of 500+ components combines seamlessly with Skylink through native MCP adapters. Connect 22 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Create, update, and filter real estate leads
- Manage the entire deal and contact lifecycle
- Access comprehensive call logs and VoIP analytics
- Track agent activity and performance metrics
- View full lead interaction timelines
- Assign and monitor team tasks
Who is it for?
Specifically built for real estate brokerages, property managers, and high-volume sales teams needing intelligent CRM automation and telephony integration.The Skylink MCP Server exposes 22 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 22 Skylink tools available for LangChain
When LangChain connects to Skylink through Vinkius, your AI agent gets direct access to every tool listed below — spanning lead-management, deal-tracking, call-analytics, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Check skylink status on Skylink
Verify connectivity
Create contact on Skylink
Create a contact
Create deal on Skylink
Create a deal
Create lead on Skylink
Create a lead
Create task on Skylink
Create a task
Get account on Skylink
Get account info
Get agent performance on Skylink
Get agent performance
Get call on Skylink
Get call details
Get call analytics on Skylink
Get call analytics
Get contact on Skylink
Get contact details
Get deal on Skylink
Get deal details
Get lead on Skylink
Get lead details
Get lead timeline on Skylink
Get lead timeline
List activities on Skylink
List activities
List calls on Skylink
List all calls
List contacts on Skylink
List all contacts
List deals on Skylink
List all deals
List leads on Skylink
List all leads
List leads by status on Skylink
Filter leads by status
List tasks on Skylink
List tasks
Update deal on Skylink
Update a deal
Update lead on Skylink
Update a lead
Connect Skylink to LangChain via MCP
Follow these steps to wire Skylink into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Skylink MCP Server
LangChain provides unique advantages when paired with Skylink through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Skylink MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Skylink queries for multi-turn workflows
Skylink + LangChain Use Cases
Practical scenarios where LangChain combined with the Skylink MCP Server delivers measurable value.
RAG with live data: combine Skylink tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Skylink, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Skylink tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Skylink tool call, measure latency, and optimize your agent's performance
Example Prompts for Skylink in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Skylink immediately.
"List all new leads in Skylink that haven't been contacted yet."
"Show all deals in the 'negotiation' stage in Skylink with their values."
"Show agent performance metrics in Skylink for this month."
Troubleshooting Skylink MCP Server with LangChain
Common issues when connecting Skylink to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersSkylink + LangChain FAQ
Common questions about integrating Skylink MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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