taskboard
Taskboard is a local, self-hosted project management app with a Kanban UI and CLI, backed by a single SQLite database. It includes a built-in MCP (Model Context Protocol) server exposing tools for projects, teams, tickets, board retrieval, and subtasks so AI assistants can manage work items directly on the local dataset.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security controls are not described (authz/authn, scopes, audit). Since the service is local-first, risk may be mitigated by using localhost-only access, but the README does not confirm bind address restrictions or TLS behavior. The presence of an embedded terminal and PTY implies high privilege; ensure careful isolation and operator-controlled access. Dependency hygiene and secret handling are not verifiable from the provided text.
⚡ Reliability
Best When
You want a single-machine workflow (or developer workstation) where an AI assistant can directly read/write project state stored in a local SQLite DB.
Avoid When
You require strong multi-user authentication/authorization, audit logging, and remote access security controls typical of hosted collaborative tools.
Use Cases
- • Self-hosted Kanban project/ticket management
- • Using an AI assistant to create and update projects/tickets/subtasks via MCP
- • Breaking down epics/projects into tickets and subtasks with consistent structure
- • Operational planning workflows (status moves, dependency/blocking discovery) driven by AI
- • Local/offline project tracking without external databases or Docker
Not For
- • Multi-tenant SaaS collaboration with authenticated users across teams/orgs
- • Use cases requiring external cloud hosting, centralized access control, or enterprise SSO
- • High-scale deployments needing horizontal scaling and managed databases
- • Environments that cannot run a long-lived local HTTP server and/or local stdio-based MCP process
Interface
Authentication
No authentication or authorization model is described for the local web UI/CLI/MCP interface. Given it is local-first, it may rely on filesystem/process locality rather than explicit auth; this should be verified in implementation before exposing beyond localhost.
Pricing
Open-source (MIT) and distributed as a local single-binary app; no hosted pricing indicated.
Agent Metadata
Known Gotchas
- ⚠ Create operations may require correct IDs (e.g., project/team/ticket IDs) discovered via list/get first.
- ⚠ No stated rate limiting or retry/backoff guidance for MCP/CLI operations.
- ⚠ Local DB concurrency/locking behavior under multiple agent processes is not documented.
Alternatives
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Scores are editorial opinions as of 2026-03-30.