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io.github.spranab/saga-mcp

Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard

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About io.github.spranab/saga-mcp

io.github.spranab/saga-mcp is an MCP server published by spranab in the Data category: jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard.

The repository has 40 stars and 9 forks, with the last commit 15 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

Claude Code
claude mcp add io-github-spranab-saga-mcp -- npx -y saga-mcp
npx
npx -y saga-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (3)

tracker_dashboardFull project overview with natural language summary

Parameters not published.

tracker_initInitialize tracker and create first project

Parameters not published.

tracker_nextWhat to work on next, with the reason and what is blocked

Parameters not published.

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README

saga-mcp

IdeaCred

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy and activity logging — so LLMs never lose track.

No more scattered markdown files. saga-mcp gives your AI assistant a structured database to track projects, epics, tasks, subtasks, notes, and decisions across sessions.

Features

  • Full hierarchy: Projects > Epics > Tasks > Subtasks
  • Task dependencies: Express sequencing with auto-block/unblock when deps are met
  • Comments: Threaded discussions on tasks — leave breadcrumbs across sessions
  • Templates: Reusable task sets with {variable} substitution
  • Dashboard: One tool call gives full overview with natural language summary
  • SQLite: Self-contained .tracker.db file per project — zero setup, no external database
  • Activity log: Every mutation is automatically tracked with old/new values
  • Notes system: Decisions, context, meeting notes, blockers — all searchable
  • Batch operations: Create multiple subtasks or update multiple tasks in one call
  • 31 focused tools: With MCP safety annotations on every tool
  • Import/export: Full project backup and migration as JSON (with dependencies and comments)
  • Source references: Link tasks to specific code locations
  • Auto time tracking: Hours computed automatically from activity log
  • Cross-platform: Works on macOS, Windows, and Linux

Quick Start

With Claude Code

Add to your project's .mcp.json:

{
  "mcpServers": {
    "saga": {
      "command": "npx",
      "args": ["-y", "saga-mcp"],
      "env": {
        "DB_PATH": "/absolute/path/to/your/project/.tracker.db"
      }
    }
  }
}

With Claude Desktop

Add to your Claude Desktop config (claude_desktop_config.json):

{
  "mcpServers": {
    "saga": {
      "command": "npx",
      "args": ["-y", "saga-mcp"],
      "env": {
        "DB_PATH": "/absolute/path/to/your/project/.tracker.db"
      }
    }
  }
}

Manual install

npm install -g saga-mcp
DB_PATH=./my-project/.tracker.db saga-mcp

Configuration

saga-mcp requires a single environment variable:

Variable Required Description
DB_PATH Yes Absolute path to the .tracker.db SQLite file. The file and schema are auto-created on first use.

No API keys, no accounts, no external services. Everything is stored locally in the SQLite file you specify.

Tools

Getting Started

Tool Description Annotations
tracker_init Initialize tracker and create first project readOnly: false, idempotent: true
tracker_dashboard Full project overview with natural language summary readOnly: true

Projects

Tool Description Annotations
project_create Create a new project readOnly: false
project_list List projects with completion stats readOnly: true
project_update Update project (archive to soft-delete) readOnly: false, idempotent: true

Epics

Tool Description Annotations
epic_create Create an epic within a project readOnly: false
epic_list List epics with task counts readOnly: true
epic_update Update an epic readOnly: false, idempotent: true

Tasks

Tool Description Annotations
task_create Create a task with optional dependencies readOnly: false
task_list List/filter tasks with dependency info readOnly: true
task_get Get task with subtasks, notes, comments, and dependencies readOnly: true
task_update Update task (auto-logs, auto-blocks/unblocks) readOnly: false, idempotent: true
task_batch_update Update multiple tasks at once readOnly: false, idempotent: true

Subtasks

Tool Description Annotations
subtask_create Create subtask(s) — supports batch readOnly: false
subtask_update Update subtask title/status readOnly: false, idempotent: true
subtask_delete Delete subtask(s) — supports batch destructive: true, idempotent: true

Comments

Tool Description Annotations
comment_add Add a comment to a task (threaded discussion) readOnly: false
comment_list List all comments on a task readOnly: true

Templates

Tool Description Annotations
template_create Create a reusable task template with {variable} placeholders readOnly: false
template_list List available templates readOnly: true
template_apply Apply template to create tasks with variable substitution readOnly: false
template_delete Delete a template destructive: true, idempotent: true

Notes

Tool Description Annotations
note_save Create or update a note (upsert) readOnly: false
note_list List notes with filters readOnly: true
note_search Full-text search across notes readOnly: true
note_delete Delete a note destructive: true, idempotent: true

Intelligence

Tool Description Annotations
tracker_search Cross-entity search (projects, epics, tasks, notes) readOnly: true
activity_log View change history with filters readOnly: true
tracker_session_diff Show what changed since a given timestamp — call at session start readOnly: true

Import / Export

Tool Description Annotations
tracker_export Export full project as nested JSON (includes dependencies and comments) readOnly: true
tracker_import Import project from JSON (matching export format) readOnly: false

Usage Examples

Example 1: Starting a project with dependencies

User prompt: "Set up tracking for my new e-commerce API project"

Tool calls:

tracker_init({ project_name: "E-Commerce API", project_description: "REST API for online store" })
epic_create({ project_id: 1, name: "Authentication", priority: "high" })
task_create({ epic_id: 1, title: "Design auth schema", priority: "critical" })
task_create({ epic_id: 1, title: "Implement JWT auth", priority: "high", depends_on: [1] })
task_create({ epic_id: 1, title: "Add OAuth2 Google login", priority: "medium", depends_on: [2] })

Result: Task 2 and 3 are auto-blocked because their dependencies aren't done yet. When task 1 is marked done, task 2 auto-unblocks.

Example 2: Resuming work with dashboard summary

Tool calls:

tracker_dashboard({})

Response includes a natural language summary:

"E-Commerce API: 5 tasks across 2 epics. 40% complete. Active: Authentication (2/3 done). Next up: Product Catalog (2 tasks). 1 blocked task(s)."

Plus the full structured data (stats, epics, blocked tasks, overdue tasks, activity, notes).

Example 3: Using templates for repeated workflows

Create a template:

template_create({
  name: "feature_workflow",
  description: "Standard feature implementation",
  tasks: [
    { "title": "Design {feature} API", "priority": "critical", "estimated_hours": 2 },
    { "title": "Implement {feature}", "priority": "high", "estimated_hours": 8 },
    { "title": "Write tests for {feature}", "priority": "high", "estimated_hours": 4 },
    { "title": "Document {feature}", "priority": "medium", "estimated_hours": 1 }
  ]
})

Apply it:

template_apply({ template_id: 1, epic_id: 2, variables: { "feature": "user auth" } })

Creates 4 tasks: "Design user auth API", "Implement user auth", "Write tests for user auth", "Document user auth".

Example 4: Task comments as decision trail

comment_add({ task_id: 5, content: "Investigated root cause: CORS headers missing on preflight" })
comment_add({ task_id: 5, content: "Fixed by adding OPTIONS handler. Tested with curl." })
task_update({ id: 5, status: "done" })

Comments persist across sessions — next time an agent calls task_get(5), it sees the full discussion thread.

How It Works

saga-mcp stores everything in a single SQLite file (.tracker.db) per project. The database is auto-created on first use with all tables and indexes — no migration step needed.

Hierarchy

Project
  └── Epic (feature/workstream)
        └── Task (unit of work)
              ├── Subtask (checklist item)
              ├── Comment (discussion thread)
              └── Dependencies (blocked by other tasks)

Task Dependencies

Tasks can depend on other tasks. When you set depends_on: [2, 3] on a task:

  • The task is auto-blocked if any dependency isn't done
  • When a dependency is marked done, downstream tasks are re-evaluated
  • If all dependencies are met, the blocked task auto-unblocks to todo

Note Types

Notes replace scattered markdown files. Each note has a type:

Type Use case
general Free-form notes
decision Architecture/design decisions
context Conversation context for future sessions
meeting Meeting notes
technical Technical details, specs
blocker Blockers and issues
progress Progress updates
release Release notes

Activity Log

Every create, update, and delete is automatically recorded:

{
  "summary": "Task 'Fix CORS issue' status: blocked -> done",
  "action": "status_changed",
  "entity_type": "task",
  "entity_id": 15,
  "field_name": "status",
  "old_value": "blocked",
  "new_value": "done",
  "created_at": "2026-02-21T18:30:00"
}

Privacy Policy

saga-mcp is a fully local, offline tool. It does not:

  • Collect any user data
  • Send any data to external servers
  • Require internet access after installation
  • Use analytics, telemetry, or tracking of any kind

All data is stored exclusively in the local SQLite file specified by DB_PATH. You own your data completely. Uninstalling saga-mcp and deleting the .tracker.db file removes all traces.

For questions about privacy, open an issue at https://github.com/spranab/saga-mcp/issues.

Development

git clone https://github.com/spranab/saga-mcp.git
cd saga-mcp
npm install
npm run build
DB_PATH=./test.db npm start

Support

License

MIT

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.spranab/saga-mcp

How do I install io.github.spranab/saga-mcp?

Run claude mcp add io-github-spranab-saga-mcp -- npx -y saga-mcp, then add the server to your MCP client's configuration.

Is io.github.spranab/saga-mcp safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.spranab/saga-mcp still maintained?

Yes — the last commit was 15 days ago. The repository has 40 stars and 9 forks.