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.
curl -O https://raw.githubusercontent.com/InfraMCP/atlassian-mcp-server/main/.kiro/steering/tech.mdgit clone --depth 1 https://github.com/InfraMCP/atlassian-mcp-serverWrote 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.
[](https://agentmods.dev/instructions/inframcp/atlassian-mcp-server/tech)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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 URLATLASSIAN_CLIENT_ID: OAuth app client IDATLASSIAN_CLIENT_SECRET: OAuth app client secretATLASSIAN_MODULES(optional): Comma-separated list of modules to enable (jira,confluence,service_desk)
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.
- 15d ago First seen · 122 lines · 685 tokens per session scan A 09a5aa14345c
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.
atlassian-mcp-server tech.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| atlassian-mcp-server tech.mdInfraMCP/atlassian-mcp-server | Instructions file | 4 | 15d ago | MIT | A | 685 | Kiro |
| graftcode graftcode-python.instructions.mdgrft-dev/graftcode | Instructions file | 967 | 1mo ago | none | A | 4,639 | GitHub Copilot |
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| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |