Jira Software Cloud MCP Server for LlamaIndexGive LlamaIndex instant access to 31 tools to Create Board, Create Sprint, Get Agile Issue, and more

Name: Jira Software Cloud
Price: 29 USD
Availability: InStock
Rating: 4.9 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Jira Software Cloud as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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The Jira Software Cloud MCP Server for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 31 tools to work with, ready to go from day one.

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python

import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to Jira Software Cloud. "
            "You have 31 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Jira Software Cloud?"
    )
    print(response)

asyncio.run(main())

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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.

LlamaIndex agents combine Jira Software Cloud tool responses with indexed documents for comprehensive, grounded answers. Connect 31 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

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 LlamaIndex 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 LlamaIndex

When LlamaIndex 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

Create board on Jira Software Cloud

Requires name, type (scrum or kanban), and filterId. Create a new board

create

Create sprint on Jira Software Cloud

Create a new sprint

get

Get agile issue on Jira Software Cloud

Get issue with Agile fields

get

Get board backlog on Jira Software Cloud

Get issues for backlog

get

Get board configuration on Jira Software Cloud

Get board configuration

get

Get board epics on Jira Software Cloud

Get all epics for board

get

Get board sprints on Jira Software Cloud

Get all sprints for board

get

Get build on Jira Software Cloud

Get build data

get

Get deployment gating status on Jira Software Cloud

Get deployment gating status

get

Get epic on Jira Software Cloud

Get epic details

get

Get epic issues on Jira Software Cloud

Get issues for epic

get

Get issue estimation on Jira Software Cloud

Get issue estimation

get

Get repository dev info on Jira Software Cloud

Get repository development information

get

Get sprint on Jira Software Cloud

Get sprint details

get

Get sprint issues on Jira Software Cloud

Get issues for sprint

link

Link security workspaces on Jira Software Cloud

Link security workspaces

list

List boards on Jira Software Cloud

Get all boards in Jira Software

move

Move issues to backlog on Jira Software Cloud

Move issues to backlog

move

Move issues to epic on Jira Software Cloud

Move issues to epic

move

Move issues to sprint on Jira Software Cloud

Move issues to sprint

rank

Rank epics on Jira Software Cloud

Rank epics

rank

Rank issues on Jira Software Cloud

Rank issues

set

Set issue estimation on Jira Software Cloud

Set issue estimation

store

Store dev info on Jira Software Cloud

Store development information

submit

Submit builds on Jira Software Cloud

Submit build data

submit

Submit deployments on Jira Software Cloud

Submit deployment data

submit

Submit feature flags on Jira Software Cloud

Submit feature flag data

submit

Submit incidents on Jira Software Cloud

Submit incidents or reviews

submit

Submit remote links on Jira Software Cloud

Submit remote link data

submit

Submit vulnerabilities on Jira Software Cloud

Submit vulnerabilities

update

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 LlamaIndex via MCP

Follow these steps to wire Jira Software Cloud into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 31 tools from Jira Software Cloud

Why Use LlamaIndex with the Jira Software Cloud MCP Server

LlamaIndex provides unique advantages when paired with Jira Software Cloud through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Jira Software Cloud tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Jira Software Cloud tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Jira Software Cloud, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Jira Software Cloud tools were called, what data was returned, and how it influenced the final answer

Jira Software Cloud + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Jira Software Cloud MCP Server delivers measurable value.

Hybrid search: combine Jira Software Cloud real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Jira Software Cloud to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Jira Software Cloud for fresh data

Analytical workflows: chain Jira Software Cloud queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Jira Software Cloud in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex

Common issues when connecting Jira Software Cloud to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Jira Software Cloud + LlamaIndex FAQ

Common questions about integrating Jira Software Cloud MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Jira Software Cloud tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.