spranab/saga-mcp

Overview

A Jira-like project tracker implemented as an MCP server for AI agents. It uses SQLite for storage and provides 22 tools for full project hierarchy management, activity logging, and a dashboard.

Best for

Best for
Developers building AI agents that need a simple, embeddable project tracking system

Use cases

• Enabling AI agents to create and manage tasks, subtasks, and projects
• Integrating structured project tracking into AI workflows without external services
• Building an autonomous project management assistant with activity logging

Notes

A Jira-like project tracker implemented as an MCP server for AI agents. It uses SQLite for storage and provides 22 tools for full project hierarchy management, activity logging, and a dashboard.

25 stars on GitHub. Last updated 2026-04-21. Licensed MIT.

Use cases

• Enabling AI agents to create and manage tasks, subtasks, and projects
• Integrating structured project tracking into AI workflows without external services
• Building an autonomous project management assistant with activity logging

Pros

• Self-contained SQLite backend requires no external database setup
• 22 tools cover a broad range of project management operations
• Designed specifically for AI agent consumption via MCP

Cons

• Low community adoption (25 stars) implies limited testing and support
• SQLite may become a bottleneck in multi-agent or high-throughput scenarios
• Lacks integration with popular project management platforms like Jira or Trello

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.