jira-mcp-server

Spring AI MCP server exposing Jira operations as MCP tools (ticket search via JQL, get issue, create/update issue, add comments) backed by Jira REST API using a token-based configuration.

Evaluated Apr 04, 2026 (16d ago)

Repo ↗ Automation jira mcp spring-ai spring-boot webflux issue-tracking ai-tools integration api

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

Uses Jira API token and username via configuration. README does not specify MCP server transport security (TLS) or authentication/authorization protecting the MCP endpoint itself. No mention of least-privilege scope granularity, audit logging, or safe handling of secrets beyond using environment/application.properties.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

You want an AI agent to perform straightforward Jira ticket operations through MCP tools and you can configure Jira API access securely.

Avoid When

You cannot supply a Jira API token or cannot guarantee least-privilege access for the token; you need strong documented rate-limit/retry behavior or advanced pagination semantics for large result sets.

Use Cases

• Ask an AI agent to search Jira issues using JQL
• Retrieve Jira issue details by key
• Create new Jira issues from natural-language requests
• Update existing Jira issues (fields) via agent actions
• Have an agent add comments to Jira tickets

Not For

• Handling highly sensitive ticket content without additional access controls/auditing
• Production use without validating tool schemas, permissions, and error behavior against your Jira instance
• Use cases requiring complex workflow automation beyond basic CRUD/comment operations (unless extended)

Interface

REST API

Yes

GraphQL

gRPC

MCP Server

Yes

SDK

Webhooks

Authentication

Methods: Jira API token via jira.api-token Jira basic auth-style configuration using jira.username + jira.api-token

OAuth: No Scopes: No

README indicates 'secure authentication using Jira API tokens' but does not describe whether requests use HTTP basic auth with token, OAuth, or Jira PAT scopes/permissions. No agent auth described for securing the MCP server itself.

Pricing

Free tier: No

Requires CC: No

No pricing information provided; likely self-hosted open-source/server.

Agent Metadata

Pagination

none

Idempotent

False

Retry Guidance

Not documented

Known Gotchas

⚠ Large JQL searches may require pagination/limits, but README does not document pagination behavior for searchIssues.
⚠ No documented idempotency guarantees for create/update/comment operations; repeated tool calls could create duplicate issues or duplicate comments.
⚠ No documented MCP server auth/rate-limit headers/retry guidance for the connector itself.

Alternatives

Direct Jira REST API integration in your agent (with OpenAPI/SDKs) Automation tools/workflows (e.g., Jira Automation + webhook-based agent triggers) Other MCP connectors for Jira/Atlassian services

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Scores are editorial opinions as of 2026-04-04.