A lightweight, AI-native, git-backed issue tracker.
Project description
jira_nano
A lightweight, AI-native issue tracker where the source of record is a Git repository, the query layer is a rebuildable SQLite cache, and human communication happens through a Telegram bot mirror instead of email.
Status: v0.3.0 — feature-complete. All five phases are implemented (core git store + SQLite cache + CRUD, MCP server + HTTP Jira REST API, Telegram mirror, GitLab/GitHub integration, and skill/CLI packaging), with 210 tests, ruff + mypy clean, and CI. See
CHANGELOG.md.
Install
# once published to PyPI:
pipx install "jira-nano[mcp,http,telegram]" # surfaces are optional extras
# available today, straight from GitHub (no PyPI account needed):
pipx install "jira-nano[mcp,http,telegram] @ git+https://github.com/korkin25/jira_nano.git"
Then run the CLI (jira-nano --help) or the MCP server over stdio
(jira-nano-mcp). Publishing to PyPI (registration + Trusted Publishing) is
covered in docs/packaging.md.
Why
Traditional trackers hide state in a proprietary database and notify humans by
email. jira_nano inverts that:
- State lives in Git, so it is diffable, reviewable, versioned, and portable — the history is the audit trail.
- AI agents are first-class users, not an afterthought: an MCP server and an HTTP API expose the tracker with a tool shape close to common Jira MCP servers, so agent workflows are drop-in.
- Notifications move to chat, where people already are: a Telegram bot mirrors assignments, status, and updates, and pulls human replies back into the ticket files.
Features
Highlights below; the full numbered list is in
docs/features.md.
- Git-backed ticket store: one Markdown file per ticket with YAML frontmatter.
- Rebuildable SQLite cache for fast search, filters, and boards.
- Telegram bot mirror: assignment
@mentions, status icons, update posts, and comment pull-back. - MCP server + HTTP API:
create/update/transition/assign/comment/search/list/board. - Git-host integration for both GitLab and GitHub: link commits and MRs/PRs to tickets, update status on events.
- Shipped as an Agent Skill (
SKILL.md) for OpenClaw / Claude / other agents. - Configurable, validated status workflow (draft — see
docs/status-model.md).
How it works
┌──────────────────────────────────────────────┐
│ Git repository (SOURCE OF RECORD) │
│ tickets/JN-<n>.md = YAML frontmatter + body │
└──────────────────────────────────────────────┘
│ rebuild ▲ │ read/write
▼ │ │
┌───────────────┐ │ ┌───────┴────────────┐
│ SQLite cache │ │ │ MCP server + API │◄── AI agents
│ (derived) │─┘ │ create/update/... │◄── HTTP clients
└───────────────┘ └───────┬────────────┘
│ mirror / pull-back
┌────────────┴───────────┐
│ Telegram BOT mirror │◄──► humans
│ (forum topics/threads) │
└─────────────────────────┘
┌──────────────────────────────────────────────┐
│ Git-host integration (GitLab + GitHub) │
│ parse JN-<n> in commits / MR / PR → link+move │
└──────────────────────────────────────────────┘
- Git store — tickets are versioned files; commits are the audit trail.
- SQLite cache — a rebuildable index; if deleted it is regenerated from the ticket files. Never authoritative.
- Telegram mirror — a Bot API bot (not a userbot) manages forum topics and posts to threads; it pings assignees, reflects status via icons, posts updates, and pulls user comments back into ticket files.
- MCP / API — one shared service layer validates transitions against the configured workflow and exposes the same operations to agents and HTTP clients.
- Git-host integration — webhooks (or polling) parse
JN-<n>ids in commit messages and MR/PR titles for GitLab and GitHub, then link them and advance ticket status.
See docs/architecture.md for the detailed design.
Security
Secrets never live in Git. The Telegram bot token (and any Telethon session file) is a full-access credential — keep it in the environment or in local ignored files only, apply least privilege, and revoke on any suspected leak. The SQLite cache is derived data and is also excluded from version control.
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