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Local Jira MCP, secure by default, LLM friendly, minimal context overhead

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Jira-MCP – Full Jira for AI agents in 3 tools, not 72

by michalmatczuk·Mar 18, 2026·1 point·1 comment

AI Analysis

●●SolidBig BrainNiche Gem

Three tools instead of 72—mcp-atlassian burns context, this doesn't.

Strengths
  • Deliberate minimalism solves real agent problem: fewer tool picks, less hallucination
  • Single Go binary with zero runtime deps—no Python venv hell
  • Built-in dry_run mode and read-only mode for safe agent operations
Weaknesses
  • Jira-only scope means you need mcp-atlassian for Confluence or broader Atlassian suite
  • Narrow audience: only matters if you're already using MCP + Jira + AI agents
Target Audience

Developers building AI agents with MCP that need Jira integration

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mcp-atlassian · acli

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