Wrike MCP Server for LangChainGive LangChain instant access to 12 tools to Add Task Comment, Create Folder, Create Task, and more
LangChain is the leading Python framework for composable LLM applications. Connect Wrike 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 Wrike app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 12 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({
"wrike-alternative": {
"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 Wrike, 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 Wrike MCP Server
Connect your Wrike account to any AI agent to automate your complex project management workflows through natural conversation. Wrike provides a robust environment for enterprise-scale collaboration, task tracking, and resource management.
LangChain's ecosystem of 500+ components combines seamlessly with Wrike through native MCP adapters. Connect 12 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
- Project Lifecycle — List, create, and update tasks with granular control over importance levels, statuses, and custom metadata.
- Hierarchical Organization — Navigate and manage the work using a structured system of folders and projects for different departments or clients.
- Team Collaboration — Retrieve discussion threads and post comments directly to task feeds to keep your team aligned programmatically.
- Workspace Monitoring — List contacts, track custom workflows, and manage task attachments to maintain a clear overview of operational progress.
- Operational Efficiency — Automate task assignments and progress tracking to reduce manual coordination effort.
The Wrike MCP Server exposes 12 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 12 Wrike tools available for LangChain
When LangChain connects to Wrike through Vinkius, your AI agent gets direct access to every tool listed below — spanning enterprise-collaboration, task-organization, resource-management, 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.
Post comment to task
Add new folder/project
Add new task
Get full task info
Get current user
List task workflows
List hierarchy
List task files
Get task discussion
Can filter by status (Active, Completed, Deferred, Cancelled). List project tasks
List workspace users
Modify task info
Connect Wrike to LangChain via MCP
Follow these steps to wire Wrike 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 Wrike MCP Server
LangChain provides unique advantages when paired with Wrike through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Wrike 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 Wrike queries for multi-turn workflows
Wrike + LangChain Use Cases
Practical scenarios where LangChain combined with the Wrike MCP Server delivers measurable value.
RAG with live data: combine Wrike tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Wrike, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Wrike tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Wrike tool call, measure latency, and optimize your agent's performance
Example Prompts for Wrike in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Wrike immediately.
"List all my active tasks due this week."
"Create a new high-priority task 'Draft Marketing Proposal' in project 'fld_123456'."
Troubleshooting Wrike MCP Server with LangChain
Common issues when connecting Wrike to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersWrike + LangChain FAQ
Common questions about integrating Wrike 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.