atlassian-mcp-server: Instructions file for Kiro

.kiro/steering/tech.md

atlassian-mcp-server tech.md is an instructions file for Kiro from InfraMCP/atlassian-mcp-server. It costs 685 tokens per session, scanned A, original, MIT.

Technical documentation for an Atlassian MCP server built with Python and tools for web requests, data validation, testing, type checking, and security checks.

In plain words
What is it for?
Use it to install the project, start the server, add development or security tools, and run its checks.
Why use it?
It records the supported Python versions, dependencies, installation commands, and checks needed to develop and run the server consistently.

Instructions file for Kiro

Written for Kiro: installed under .kiro/.

This is InfraMCP/atlassian-mcp-server's own configuration. It tells Kiro how to work on atlassian-mcp-server itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything atlassian-mcp-server configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python src/atlassian_mcp_server/server.py.

Reuse

Borrowing it

Nothing to install: this file belongs to InfraMCP/atlassian-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/InfraMCP/atlassian-mcp-server/main/.kiro/steering/tech.md
Clone the repo
git clone --depth 1 https://github.com/InfraMCP/atlassian-mcp-server

Made for: Kiro.

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 atlassian-mcp-server tech.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/inframcp/atlassian-mcp-server/tech/github.svg)](https://agentmods.dev/instructions/inframcp/atlassian-mcp-server/tech)
Your own site
<a href="https://agentmods.dev/instructions/inframcp/atlassian-mcp-server/tech"><img src="https://agentmods.dev/badge/instructions/inframcp/atlassian-mcp-server/tech/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for atlassian-mcp-server tech.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/inframcp/atlassian-mcp-server/tech"><img src="https://agentmods.dev/badge/instructions/inframcp/atlassian-mcp-server/tech.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 685 This file is loaded in full into every session.
When invoked 685 The same file — it is already loaded in full.
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 $0.00685 $0.00685
Opus 5.5 $0.00274 $0.00274
Sonnet 5.5 $0.00137 $0.00137
Haiku 4.5 $0.00068 $0.00068

Measured 15d ago against content hash 09a5aa14345c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

atlassian-mcp-server tech.md 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 15d 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.

.kiro/steering/tech.md · 122 lines

How it starts

The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Technology Stack

Language & Runtime

  • Python: 3.10+ (minimum 3.10, supports 3.11, 3.12)
  • Package Manager: pip3
  • Build System: setuptools with pyproject.toml

Core Dependencies

  • mcp (1.14.1): FastMCP framework for MCP server implementation
  • httpx (0.28.1): Async HTTP client for API requests
  • pydantic (2.11.9): Data validation and settings management
  • pydantic-settings (2.10.1): Environment variable configuration

Development Dependencies

  • pytest (8.3.3): Testing framework
  • pytest-asyncio (0.24.0): Async test support
  • black (24.8.0): Code formatting
  • isort (5.13.2): Import sorting
  • mypy (1.0.0+): Type checking
  • pylint: Code linting

Security Tools

  • safety (3.0.0+): Dependency vulnerability scanning
  • pip-audit (2.6.0+): Additional security auditing

Common Commands

Installation

# Install from PyPI
pip3 install atlassian-mcp-server

# Install from source (development)
pip3 install -e .

# Install with dev dependencies
pip3 install -e ".[dev]"

# Install with security tools
pip3 install -e ".[security]"

Running

# Run the server
python -m atlassian_mcp_server

# Or directly
python src/atlassian_mcp_server/server.py

# Or via installed command
atlassian-mcp-server

Testing

# Run all tests
pytest

# Run specific test file
pytest tests/test_functionality.py

# Run with verbose output
pytest -v

Code Quality

# Format code
black src/ tests/

# Sort imports
isort src/ tests/

# Type checking
mypy src/

# Linting
pylint src/

Security Scanning

# Generate dependency report
python scripts/generate_dependency_report.py

# Check for vulnerabilities
safety check
pip-audit

# Update dependencies safely
python scripts/update_dependencies.py

Building & Publishing

# Build distribution
python -m build

# Upload to PyPI
twine upload dist/*

Configuration

Environment variables required:

  • ATLASSIAN_SITE_URL: Your Atlassian Cloud site URL
  • ATLASSIAN_CLIENT_ID: OAuth app client ID
  • ATLASSIAN_CLIENT_SECRET: OAuth app client secret
  • ATLASSIAN_MODULES (optional): Comma-separated list of modules to enable (jira,confluence,service_desk)

Read the full file on GitHub · 122 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. 15d ago First seen · 122 lines · 685 tokens per session scan A 09a5aa14345c

Subscribe to this mod's changes

atlassian-mcp-server tech.md is an instructions file published in the GitHub repository InfraMCP/atlassian-mcp-server (4 stars, last pushed 15d ago), licensed MIT. It adds 685 tokens to every session, about $0.0027 per session on Opus 5.5. 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 2026-10-22.

Related

atlassian-mcp-server tech.md compared with instructions from other repositories

atlassian-mcp-server tech.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
atlassian-mcp-server tech.mdInfraMCP/atlassian-mcp-serverInstructions file415d agoMITA685Kiro
graftcode graftcode-python.instructions.mdgrft-dev/graftcodeInstructions file9671mo agononeA4,639GitHub Copilot
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143ktodayMITA7,461Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA5,516GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchainInstructions file149ktodayMITA4,680Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA3,093GitHub Copilot