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MCP Atlassian · sundial-org | DecimalAI

agent toolingby sundial-org

MCP Atlassian

sundial-org/mcp-atlassian

Source sundial-org/awesome-openclaw-skills ↗License Not recorded

Run the Model Context Protocol (MCP) Atlassian server in Docker, enabling integration with Jira, Confluence, and other Atlassian products.

SkillScore100Maintained

Automatic

Project Management pack

Last verified 8/19/2026

What it changes

Passed 22 of 22 test cases with the skill, and 12 of 22 without it.

Without skill57%

With skill100%

Checks it passed that the model alone missed

Lists JIRA_URL among the environment variables
Prepends JIRA_API_TOKEN to the execution command
Uses bash to execute scripts/run_mcp_atlassian.sh

and 12 more in the full report

10 fixed13 passed either way0 still failing0 broke

Pass-rate lift: +43 pp
Tokens: -28%
Agent turns: 0%
Response time: -52%

Model gemini-3.6-flashMeasured 8/19/2026v123 of 23 cases passed with skill · 22 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/sundial-org-mcp-atlassian/SKILL.md https://app.decimal.ai/s/sundial-org-mcp-atlassian/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sundial-org-mcp-atlassian, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/sundial-org-mcp-atlassian/ and pins it in .decimal/skills.lock

decimalai skills add sundial-org-mcp-atlassian

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/sundial-org-mcp-atlassian/SKILL.md https://app.decimal.ai/s/sundial-org-mcp-atlassian/SKILL.md

Raw file: /s/sundial-org-mcp-atlassian/SKILL.md ↗ · machine-readable summary at /s/sundial-org-mcp-atlassian.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

I want to pull the official container image for the Atlassian MCP server from GitHub Container Registry. I was going to run `docker pull atlassian/mcp-server:latest`. What is the exact image path I should pull instead?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies ghcr.io/sooperset/mcp-atlassian:latest as the image repository	Missed	Passed

case-04 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md42 lines2 filesincludes scripts

MCP Atlassian

Overview

The MCP Atlassian server provides programmatic access to Jira and other Atlassian services through the Model Context Protocol. Run it in Docker with your Jira credentials to query issues, manage projects, and interact with Atlassian tools.

Quick Start

Pull and run the container with your Jira credentials:

docker pull ghcr.io/sooperset/mcp-atlassian:latest

docker run --rm -i \
  -e JIRA_URL=https://your-company.atlassian.net \
  -e [email protected] \
  -e JIRA_API_TOKEN=your_api_token \
  ghcr.io/sooperset/mcp-atlassian:latest

With script (faster):

Run the bundled script with your API token:

JIRA_API_TOKEN=your_token bash scripts/run_mcp_atlassian.sh

Environment Variables

JIRA_URL: Your Atlassian instance URL (e.g., https://company.atlassian.net)
JIRA_USERNAME: Your Jira email address
JIRA_API_TOKEN: Your Jira API token (create in Account Settings → Security)

Using MCP Atlassian with Clawdbot

Once running, the MCP server exposes Jira tools for use. Reference the container as an MCP source in your Clawdbot config to query issues, create tasks, or manage Jira directly from your agent.

Resources

Track record

Benchmark

22 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

sundial-org / awesome-openclaw-skills

skills/mcp-atlassian/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 1 file · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

MCP Atlassian

Overview

Quick Start

Environment Variables

Using MCP Atlassian with Clawdbot

Resources

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills