Local-first issue deck for AI coding agents and human developers
Project description
IssueDeck
English | 简体中文
Lighter than Jira. More stable than Markdown.
IssueDeck is a local-first, self-hosted issue deck for small teams and AI coding workflows. It gives multiple projects one shared FastAPI + SQLite tracker, a web dashboard for humans, and MCP tools for coding agents.
Try It in 30 Seconds
Run the latest PyPI release with fake demo data:
uvx issuedeck demo --open
No clone or real project data is needed. The demo creates a local example
project and opens the dashboard. Sign in with issuedeck-local-token.
To try the latest unreleased main branch instead:
uvx --from git+https://github.com/xq520mmy/IssueDeck issuedeck demo --open
Why IssueDeck
- Replace project-specific Markdown trackers with one structured source of truth that stays close to code, commits, branches, and releases.
- Give humans and coding agents the same workflow instead of maintaining a dashboard in one place and agent instructions in another.
- Start safely with demo data, then add real project configs when you are ready.
See the screenshot gallery for list, kanban, detail, search, and project creation surfaces. Daily triage shortcuts are documented in Keyboard Shortcuts. Agent handoffs and progress tracking are covered in Agent Work Sessions. GitHub backlog imports are covered in GitHub Issues Import. Dashboard CSV, JSON, and Markdown uploads are covered in Dashboard File Imports. Reopening earlier import batches is covered in Dashboard Import History. Bulk cleanup after imports is covered in Dashboard Bulk Triage. Starter configs for new workspaces are covered in Project Templates. Project-specific metadata is covered in Custom Fields. Project snapshots are covered in Audit Bundles.
Features
- Agent-ready: MCP tools let coding agents create, update, filter, relate, and ship tracked work, including custom fields, without scraping Markdown.
- Agent Work Sessions track which agent is working on which item, the goal, progress updates, and the final outcome.
- Multi-project: one SQLite DB holds items for any number of projects, keyed by
project_key. Each project has its ownkinds,statuses,branches, and numeric ID prefix (e.g.FEAT-0001,BUG-0003). - Project-defined custom fields for extra item metadata such as priority, estimate, customer impact, and source URL, with list summaries, exact/range/presence dashboard and API filtering, bulk updates, and CSV/JSON import mappings.
- Full-text search via SQLite FTS5.
- Bidirectional relationships (
blocks/blocked_by,related_to). - External links for GitHub issues, pull requests, commits, and other review context.
- GitHub URL helper to create linked IssueDeck items from issue, pull request, or commit URLs without a full sync engine.
- GitHub Issues importer for pulling repository issues into IssueDeck from the dashboard or CLI with state/label filters and duplicate skipping.
- CSV, JSON, and Markdown task-list import from the dashboard or CLI for turning
tracker exports,
TODO.md, and GitHub checklist items into IssueDeck work items. - Item activity timeline with automatic lifecycle events and manual comments.
- Signed lifecycle webhooks for downstream automation on create, update, ship, delete, and restore events.
- Slack, Discord, and email lifecycle notifications for team-visible item updates.
- Built-in dashboard work queues for backlog, active, blocked, ready-to-ship, done, deleted, and recently touched items.
- Dashboard bulk triage for updating status, kind, tags, branches, delete, and restore across many selected items.
- Dashboard import history for reopening recent GitHub, CSV, JSON, and Markdown import batches.
- Project-scoped saved dashboard filters for reusable views such as active bugs, blocked work, release queues, and tag-specific searches.
- Soft delete + restore.
- Ship records with version + commits, queryable by shipped branch.
- Markdown export (one file per item) and changelog rendering.
- Project-level audit bundles for ZIP snapshots of config, items, relationships, work sessions, and import history.
- Frontmatter migration from existing Markdown trackers.
- Server-rendered dashboard with list, kanban, detail, search, and create/edit flows.
- Keyboard-friendly dashboard triage for search, filters, create, and item focus.
- Dashboard project creation with starter templates, language switching, and first-run setup checklist.
- MCP tools for coding-agent workflows.
Requirements
- Python 3.11+
- uv
- Docker, optional for container deployment
- Node.js 20+, only needed when changing dashboard styles
Quickstart
Try the latest PyPI release without cloning:
uvx issuedeck demo --open
To try unreleased changes from GitHub:
uvx --from git+https://github.com/xq520mmy/IssueDeck issuedeck demo --open
Start a local dashboard with fake demo data:
uv run issuedeck demo
This creates a local server.toml if one does not exist, applies database
migrations, seeds the example project with fake items, and starts the server.
Then open http://127.0.0.1:8765/dashboard/example and sign in with
issuedeck-local-token.
To open the dashboard automatically:
uv run issuedeck demo --open
Health endpoints:
curl http://127.0.0.1:8765/healthz
curl http://127.0.0.1:8765/readyz
If the first run fails because of a missing uv, an occupied port, a token
problem, SQLite migrations, or Docker Compose startup, see the
first-run troubleshooting guide.
Dashboard CSS is committed in the repository, so Node is not required to run
IssueDeck. If you change dashboard templates, helper class maps, or
tailwind.config.cjs, rebuild the CSS with npm ci && npm run build:css.
Configure
server.toml controls the server:
host = "0.0.0.0"
port = 8765
api_token = "change-me-in-production"
data_dir = "./data"
projects_dir = "./projects"
For real use, set the token through the environment instead of committing it:
export ISSUEDECK_API_TOKEN="your-secret-token"
PowerShell:
$env:ISSUEDECK_API_TOKEN = "your-secret-token"
api_token remains the backwards-compatible admin token. For multiple clients,
add scoped tokens:
[[tokens]]
name = "readonly"
token = "replace-with-readonly-token"
scopes = ["read"]
[[tokens]]
name = "agent"
token = "replace-with-agent-token"
scopes = ["agent"]
[[tokens]]
name = "admin-dashboard"
token = "replace-with-admin-token"
scopes = ["admin"]
read tokens can call read-only API endpoints. agent tokens can read and
write REST API resources for MCP/coding-agent workflows. admin tokens have
full API access and can sign in to the dashboard.
Project configs live in projects/*.toml. The dashboard can create new
projects from Basic issue deck, Agent workflow, and Software team starter
templates; edit TOML directly for advanced customizations. Local template packs
can be added through project_templates_dir; see
Project Templates.
Optional signed lifecycle webhooks can notify downstream automation when items are created, updated, shipped, deleted, or restored; see Lifecycle Webhooks. The same guide covers Slack, Discord, and email team notifications. Receiver examples for FastAPI, Flask, and Node/Express live in Webhook Receiver Examples.
Project files live in projects/*.toml. Each file defines one project and
must use the same file stem, key, and dashboard URL segment. The repository
includes projects/example.toml so the quickstart works immediately:
key = "myproject"
name = "My Project"
Dashboard: http://127.0.0.1:8765/dashboard/myproject
Demo Data
Use fake data for screenshots, docs, or a clean local demo:
uv run issuedeck seed-demo --config server.toml --project-key example
If the target project already has items, the command refuses to overwrite it.
To intentionally replace that project's items, add --force-reset.
For the full first-run flow, prefer uv run issuedeck demo; it creates config,
runs migrations, seeds fake data, and starts the dashboard.
GitHub URL Helper
Create an IssueDeck item from a GitHub issue, pull request, or commit URL:
uv run issuedeck import-github-url \
--config server.toml \
--project-key example \
--kind feature \
https://github.com/example/repo/issues/42
Use --dry-run to preview the create payload before writing. See
GitHub URL Import.
GitHub Issues Import
Import open issues from a repository and safely rerun later without duplicating items that already have the same GitHub external link:
uv run issuedeck import-github-issues example/repo \
--config server.toml \
--project-key example \
--kind feature \
--state all \
--status-map closed=done
Use GITHUB_TOKEN or --github-token for private repositories or higher rate
limits. From the dashboard, open a project and choose Import GitHub in the
sidebar to preview the same import before writing. See
GitHub Issues Import.
Markdown Task List Import
Import ordinary Markdown checklists from a file or directory:
uv run issuedeck import-markdown-list TODO.md \
--config server.toml \
--project-key example \
--kind feature \
--tag planning
Checked tasks are skipped by default; add --include-checked to import them
into the first terminal project status. See
Markdown Task List Import.
CSV Import
Import tracker exports and spreadsheet rows:
uv run issuedeck import-csv issues.csv \
--config server.toml \
--project-key example \
--preset github \
--status-map open=proposed \
--status-map closed=done
Use --field-alias for custom headers and --dry-run to validate before
writing. See CSV Import.
JSON Import
Import JSON arrays or wrapped tracker exports such as { "issues": [...] }:
uv run issuedeck import-json issues.json \
--config server.toml \
--project-key example \
--preset github \
--status-map open=proposed \
--status-map closed=done
Use --field-alias for custom keys and --dry-run to validate before writing.
See JSON Import.
Hosted Tracker Exports
For GitHub Issues, Linear, Jira, and generic table exports, see
Hosted Tracker Export Helpers. The guide
shows source export commands and matching import-json / import-csv calls.
Run the server
# Start the server; it applies database migrations before listening.
export ISSUEDECK_API_TOKEN="your-secret-token"
uv run issuedeck serve --config server.toml
PowerShell:
$env:ISSUEDECK_API_TOKEN = "your-secret-token"
uv run issuedeck serve --config server.toml
The dashboard uses the same shared token as the API. Open the dashboard URL,
enter ISSUEDECK_API_TOKEN, and IssueDeck will create an HTTP-only browser
session cookie. API and MCP clients should keep using the Authorization: Bearer <token> header.
Docker
The default Compose file pulls the published image from GitHub Container Registry:
cp server.toml.example server.toml
cp .env.example .env
docker compose pull
docker compose up -d
Open http://127.0.0.1:8765/dashboard/example and sign in with
ISSUEDECK_API_TOKEN from .env.
To run a locally built image from source instead:
docker build -t issuedeck:local .
ISSUEDECK_IMAGE=issuedeck:local docker compose up -d
For offline or server deployment details, see DEPLOY.md. A longer Chinese deployment guide is available at docs/deployment.zh.md. For a small production hardening checklist, see Docker Compose Hardening.
MCP stdio process
For client-specific examples, see MCP Client Setup.
Generic stdio config:
{
"mcpServers": {
"issuedeck": {
"command": "uv",
"args": ["run", "python", "-m", "issuedeck.mcp"],
"env": {
"ISSUEDECK_BASE_URL": "http://127.0.0.1:8765",
"ISSUEDECK_TOKEN": "your-secret-token"
}
}
}
}
Note: The MCP client reads
ISSUEDECK_TOKEN; the server readsISSUEDECK_API_TOKEN. They may hold the same value but the env var names differ by design (client/server are separate processes).
18 tools: list_projects, get_project_config, create_item, update_item,
bulk_update_items, ship_item, append_item_event, delete_item,
get_item, list_items, search_items, add_relationship, remove_relationship,
start_work_session, list_work_sessions, get_work_session,
update_work_session, finish_work_session. create_item and update_item
accept custom_fields; bulk_update_items can update custom fields across
many items; list_items accepts repeated custom_field filters.
The MCP process reads ISSUEDECK_BASE_URL and ISSUEDECK_TOKEN, then talks to
the REST server over HTTP. It does not access SQLite directly.
Migrate from Markdown Frontmatter
uv run issuedeck migrate \
--config server.toml \
--from-frontmatter /path/to/markdown-tracker \
--project-key myproject
Add --dry-run to preview without writing. Add --force-reset to wipe existing items first.
The importer accepts the canonical schema plus common aliases such as type,
state, and labels; see
Markdown Frontmatter Import for the full
schema and custom alias options.
Export
uv run issuedeck export \
--config server.toml \
--project-key myproject \
--out ./export
Writes one .md file per item with YAML frontmatter.
Development
uv sync
uv run pytest
uv run ruff check .
For dashboard UI work:
npm ci
npm run build:css
Read CONTRIBUTING.md before opening a pull request. Maintainer and AI coding-window handoff rules are documented in Maintainer Workflow. Dashboard UI work should follow DESIGN.md. Use the Dashboard Accessibility Smoke Checklist for UI changes. See ROADMAP.md for planned work and contribution areas. Starter contribution candidates live in Starter Issue Backlog. Maintainer launch copy is collected in Launch Kit. For support and issue-reporting guidance, see SUPPORT.md. For sensitive vulnerabilities, follow SECURITY.md. For PyPI Trusted Publishing setup, see docs/pypi-publishing.md.
License
MIT. See LICENSE. Vendored dashboard browser assets are listed in THIRD_PARTY_NOTICES.md.
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