Jira Software Cloud MCP Server for LangChainGive LangChain instant access to 31 tools to Create Board, Create Sprint, Get Agile Issue, and more
LangChain is the leading Python framework for composable LLM applications. Connect Jira Software Cloud 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 Jira Software Cloud MCP Server for LangChain is a standout in the Industry Titans category — giving your AI agent 31 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({
"jira-software-cloud": {
"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 Jira Software Cloud, 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 Jira Software Cloud MCP Server
Connect your Jira Software Cloud instance to any AI agent to streamline your Agile project management. This server provides deep integration with Jira's Software-specific features like Boards, Sprints, and Epics.
LangChain's ecosystem of 500+ components combines seamlessly with Jira Software Cloud through native MCP adapters. Connect 31 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
- Board Management — List all Scrum and Kanban boards, fetch their configurations, and view associated Sprints or Epics.
- Sprint Control — Create new sprints, retrieve sprint details, and update sprint states (start or complete) to keep your team moving.
- Backlog & Issues — Query board backlogs, fetch issues within specific sprints or epics, and manage issue rankings.
- Estimation Tracking — Retrieve and set story point estimations for agile issues to maintain velocity visibility.
- DevOps Integration — Submit and query development information including builds, deployments, and feature flags.
The Jira Software Cloud MCP Server exposes 31 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 31 Jira Software Cloud tools available for LangChain
When LangChain connects to Jira Software Cloud through Vinkius, your AI agent gets direct access to every tool listed below — spanning agile, scrum, kanban, 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.
Create board on Jira Software Cloud
Requires name, type (scrum or kanban), and filterId. Create a new board
Create sprint on Jira Software Cloud
Create a new sprint
Get agile issue on Jira Software Cloud
Get issue with Agile fields
Get board backlog on Jira Software Cloud
Get issues for backlog
Get board configuration on Jira Software Cloud
Get board configuration
Get board epics on Jira Software Cloud
Get all epics for board
Get board sprints on Jira Software Cloud
Get all sprints for board
Get build on Jira Software Cloud
Get build data
Get deployment gating status on Jira Software Cloud
Get deployment gating status
Get epic on Jira Software Cloud
Get epic details
Get epic issues on Jira Software Cloud
Get issues for epic
Get issue estimation on Jira Software Cloud
Get issue estimation
Get repository dev info on Jira Software Cloud
Get repository development information
Get sprint on Jira Software Cloud
Get sprint details
Get sprint issues on Jira Software Cloud
Get issues for sprint
Link security workspaces on Jira Software Cloud
Link security workspaces
List boards on Jira Software Cloud
Get all boards in Jira Software
Move issues to backlog on Jira Software Cloud
Move issues to backlog
Move issues to epic on Jira Software Cloud
Move issues to epic
Move issues to sprint on Jira Software Cloud
Move issues to sprint
Rank epics on Jira Software Cloud
Rank epics
Rank issues on Jira Software Cloud
Rank issues
Set issue estimation on Jira Software Cloud
Set issue estimation
Store dev info on Jira Software Cloud
Store development information
Submit builds on Jira Software Cloud
Submit build data
Submit deployments on Jira Software Cloud
Submit deployment data
Submit feature flags on Jira Software Cloud
Submit feature flag data
Submit incidents on Jira Software Cloud
Submit incidents or reviews
Submit remote links on Jira Software Cloud
Submit remote link data
Submit vulnerabilities on Jira Software Cloud
Submit vulnerabilities
Update sprint on Jira Software Cloud
Can be used to start or complete a sprint by changing state to active or closed. Update a sprint
Connect Jira Software Cloud to LangChain via MCP
Follow these steps to wire Jira Software Cloud 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 Jira Software Cloud MCP Server
LangChain provides unique advantages when paired with Jira Software Cloud through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Jira Software Cloud 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 Jira Software Cloud queries for multi-turn workflows
Jira Software Cloud + LangChain Use Cases
Practical scenarios where LangChain combined with the Jira Software Cloud MCP Server delivers measurable value.
RAG with live data: combine Jira Software Cloud tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Jira Software Cloud, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Jira Software Cloud tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Jira Software Cloud tool call, measure latency, and optimize your agent's performance
Example Prompts for Jira Software Cloud in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Jira Software Cloud immediately.
"List all available Jira boards."
"Show me the issues in the backlog for board 1."
"What is the estimation for issue 10123?"
Troubleshooting Jira Software Cloud MCP Server with LangChain
Common issues when connecting Jira Software Cloud to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersJira Software Cloud + LangChain FAQ
Common questions about integrating Jira Software Cloud 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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