A
licenseNot graded
qualityD
maintenanceEnterprise-grade MCP server providing 102 production-ready tools for Jira, Confluence, and Bitbucket, enabling AI agents to manage issues, pages, repositories, and more via natural language.
1
MIT
atlassian-marketplace-mcp
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TDQS
B3.4/5.0
Scored across 95 tools
Disambiguation4/5
Most tools have distinct purposes, but the large number (95) and a few aliases (e.g., transactions_aggregate_by_hosting) create minor ambiguity. Overall, the tool set is well-organized, but some reporting tools could be confused without careful reading of descriptions.
Naming Consistency4/5
The naming convention is predominantly underscore_case with a resource_action pattern (e.g., app_listing_get, developer_space_member_add). However, there are deviations like 'apps_known' and 'free_starter_tier_export' that break the pattern, and some tools use 'by' in the middle. Overall, it's fairly consistent.
Tool Count2/5
With 95 tools, the server is extremely large. While it covers many endpoints, the typical well-scoped server has 3-15 tools. This sheer number makes it difficult for an agent to navigate and select the right tool, even with good descriptions.
Completeness3/5
The tool set covers major areas like app listing, app software, versions, developers, promotions, and reporting. However, notable CRUD operations are missing: there is no delete tool for app listings, app software, versions, or tokens. This leaves gaps that could cause agent failures in lifecycle management.
Maintenance
ActivitySlowing
ResponsivenessNo issues