daf-jira-mcp

daf-jira-mcp is a skill for Claude Code from itdove/devaiflow. It costs 20 tokens per session (3,303 once invoked), scanned A, original, Apache-2.0.

A guide for using JIRA tools through MCP, a standard way for an AI agent to call external services, together with DevAIFlow's JIRA configuration and validation rules.

In plain words
What is it for?
Use it to read JIRA configuration, map friendly field names to JIRA IDs, validate issue data, apply defaults, and format fields for MCP-based JIRA operations.
Why use it?
It prevents errors caused by unknown JIRA field IDs, required fields, allowed values, or field formats. These details must be read and applied when using MCP tools directly.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to read JIRA configuration, map friendly field names to JIRA IDs, validate issue data, apply defaults, and format fields for MCP-based JIRA operations.

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Install with agentmods
npx agentmods add skills/itdove/devaiflow/daf-jira-mcp
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add itdove/devaiflow --skill daf-jira-mcp
Clone the repo
git clone --depth 1 https://github.com/itdove/devaiflow

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for daf-jira-mcp

README.md
[![agentmods](https://agentmods.dev/badge/skills/itdove/devaiflow/daf-jira-mcp.svg)](https://agentmods.dev/skills/itdove/devaiflow/daf-jira-mcp)
Your own site
<a href="https://agentmods.dev/skills/itdove/devaiflow/daf-jira-mcp"><img src="https://agentmods.dev/badge/skills/itdove/devaiflow/daf-jira-mcp.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,303 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.03303
Opus 5 $0.00010 $0.01651
Sonnet 5 $0.00004 $0.00661
Haiku 4.5 $0.00002 $0.00330

Measured 8d ago against content hash b23793e80f3a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

daf-jira-mcp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

devflow/cli_skills/daf-jira-mcp/SKILL.md · 409 lines

How it starts

The opening of the file, as written. The whole thing — 409 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MCP JIRA Integration with DevAIFlow Intelligence

When using MCP JIRA tools (e.g., mcp__mcp-atlassian__jira_*), you can leverage DevAIFlow's configuration intelligence to build validated, compliant JIRA operations.

Core Concept

CRITICAL: When using MCP JIRA tools, you MUST read DevAIFlow configuration first.

Unlike daf jira create commands (which are self-contained), MCP tools require you to manually:

  1. Read configuration via daf config show --json
  2. Apply validation logic yourself
  3. Map field names to JIRA field IDs
  4. Format values based on field types

DevAIFlow configuration provides JIRA field metadata that MCP tools need:

  • Field IDs (customfield_12345) mapped to friendly names
  • Required fields per issue type
  • Allowed values for select/option fields
  • Field availability per issue type
  • Team/organization defaults

Step-by-Step: Using MCP with daf Intelligence

Step 1: Get Configuration Metadata

# Get complete JIRA configuration
daf config show --json > /tmp/daf-config.json

Key sections in the output:

{
  "jira": {
    "project": "AAP",
    "custom_field_defaults": {
      "workstream": "SaaS"
    },
    "system_field_defaults": {
      "components": ["ansible-saas"],
      "labels": ["backend"]
    },
    "field_mappings": {
      "acceptance_criteria": {
        "id": "customfield_10718",
        "name": "Acceptance Criteria",
        "type": "string",
        "required_for": ["Bug", "Story", "Task", "Epic"],
        "available_for": ["Bug", "Story", "Task", "Epic"],
        "allowed_values": []
      },
      "workstream": {
        "id": "customfield_12345",
        "name": "Workstream",
        "type": "option",
        "required_for": ["Story", "Task"],
        "available_for": ["Story", "Task", "Epic"],
        "allowed_values": ["Platform", "SaaS", "Services"]
      }
    }
  }
}

Step 2: Apply Validation Logic

Before calling MCP, validate:

  1. Field Availability Check
    issue_type = "Story"
    field_name = "workstream"
    
    # Check if field is available for this issue type
    if issue_type not in field_mappings[field_name]["available_for"]:
        raise Error(f"{field_name} not available for {issue_type}")
    

Read the full file on GitHub · 409 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 409 lines · 20 tokens per session scan A b23793e80f3a

Subscribe to this mod's changes

daf-jira-mcp is a skill published in the GitHub repository itdove/devaiflow (2 stars, last pushed today), licensed Apache-2.0. It adds 20 tokens to every session and 3,303 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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