Borrowing it
Nothing to install: this file belongs to InfinitIQ-Tech/mcp-jira. 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/InfinitIQ-Tech/mcp-jira/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/InfinitIQ-Tech/mcp-jiraWrote 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/infinitiq-tech/mcp-jira/copilot-instructions)<a href="https://agentmods.dev/instructions/infinitiq-tech/mcp-jira/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/infinitiq-tech/mcp-jira/copilot-instructions/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/infinitiq-tech/mcp-jira/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/infinitiq-tech/mcp-jira/copilot-instructions.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 | $0.00269 | $0.00269 |
| Opus 5 | $0.00134 | $0.00134 |
| Sonnet 5 | $0.00054 | $0.00054 |
| Haiku 4.5 | $0.00027 | $0.00027 |
Grade A, and why
mcp-jira copilot-instructions.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 9d 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.
What it actually says
This is a python based repository using the jira pip package via the Model Context Protocol. This enables users utilizing MCP-enabled LLMS to work with jira in natural language rather than learning the API themselves.
NOTE: There is an ongoing effort to convert from the jira pip package to utilizing the V3 REST API directly.
Code Standards
Development Flow
- Build/Run: to ensure compatibilty with the end-user, use
uvas this is what we recommended.uv run mcp-server-jira
- Test: to ensure functionality, create and run unit tests using pytest
Key Guidelines
- Think like "Uncle Bob" (Robert Martin)
- Write clean, modular code that follows the Single Responsibility Principle
- Ensure best-practices with MCP servers are followed by referring to
/MCPReadme.md - Ensure instructions to agents are updated via
@server.list_tools()- this follows a specific schema so don't be creative with keys. - Maintain existing code structure and organization unless otherwise directed
- Use dependency injection patterns where appropriate
- Write unit tests for new functionality.
- Document public APIs and complex logic. Suggest changes to the
docs/folder when appropriate. - Use black, isort, and mypy for code quality
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.
- 9d ago First seen · 22 lines · 269 tokens per session scan A 922edd9a10de
mcp-jira copilot-instructions.md is an instructions file published in the GitHub repository InfinitIQ-Tech/mcp-jira (7 stars, last pushed 1y ago), licensed MIT. It adds 269 tokens to every session, about $0.0013 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.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.