Worksuite MCP Server for LangChainGive LangChain instant access to 9 tools to Get Job, Get Project, Get Talent, and more
LangChain is the leading Python framework for composable LLM applications. Connect Worksuite 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 App Connector for LangChain
The Worksuite app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 9 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({
"worksuite": {
"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 Worksuite, 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 Worksuite MCP Server
Connect your Worksuite (formerly Shortlist) account to any AI agent to automate your global talent management workflows. Manage your freelancer directory, job openings, projects, and payments through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Worksuite through native MCP adapters. Connect 9 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
- Talent Orchestration — List and search your talent directory with detailed metadata on freelancers and contractors.
- Job Management — Retrieve and monitor current job openings and recruitment stages directly from the AI interface.
- Project Control — Track project progress, milestones, and deliverables to ensure your contingent workforce is on schedule.
- Payment Tracking — Monitor payment statuses and invoice approvals for your global contractor network.
- Workforce Intelligence — Get a comprehensive overview of your external workforce capacity and project assignments using natural language.
The Worksuite MCP Server exposes 9 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 9 Worksuite tools available for LangChain
When LangChain connects to Worksuite through Vinkius, your AI agent gets direct access to every tool listed below — spanning freelancer-management, contractor-onboarding, talent-directory, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get details of a job opening
Get details of a specific project
Get details of a specific talent
List invoices
List job openings
List payments
List projects in Worksuite
List all talents in Worksuite
List tasks in Worksuite
Connect Worksuite to LangChain via MCP
Follow these steps to wire Worksuite into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the 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 Worksuite MCP Server
LangChain provides unique advantages when paired with Worksuite through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Worksuite 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 Worksuite queries for multi-turn workflows
Worksuite + LangChain Use Cases
Practical scenarios where LangChain combined with the Worksuite MCP Server delivers measurable value.
RAG with live data: combine Worksuite tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Worksuite, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Worksuite tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Worksuite tool call, measure latency, and optimize your agent's performance
Example Prompts for Worksuite in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Worksuite immediately.
"List all active contractors in my Worksuite directory."
"Show the status of project 'Mobile App V2'."
Troubleshooting Worksuite MCP Server with LangChain
Common issues when connecting Worksuite to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersWorksuite + LangChain FAQ
Common questions about integrating Worksuite 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.