A
licenseNot graded
qualityD
maintenanceA server that implements the Model Context Protocol, providing a standardized way to connect AI models to different data sources and tools.
8 npm
11
MIT
mealie-mcp
by ni-c
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TDQS
A3.6/5.0
Scored across 53 tools
Disambiguation4/5
Most tools target a distinct resource and action, and the descriptions are unusually clear about boundaries. A few near-overlapping conveniences exist—e.g. list_mealplans vs get_todays_meals, add_shopping_list_items vs add_recipe_to_shopping_list, and set_recipe_last_made vs create_timeline_event—but an attentive agent should be able to pick correctly.
Naming Consistency4/5
The naming is overwhelmingly consistent snake_case verb_noun with clear list/get/create/update/delete patterns. Minor deviations include get_todays_meals instead of a list_ variant, create_random_meal rather than create_random_mealplan_entry, and the prepositional add/remove_recipe_to/from_shopping_list forms.
Tool Count1/5
53 tools is an extreme surface for an agent to navigate, even for a broad application like Mealie. While many tools are individually meaningful, the count far exceeds the 3-15 tool range where MCP servers are typically well-scoped.
Completeness3/5
Core recipe, meal plan, shopping list, cookbook, and sharing workflows are well covered. However, there are notable lifecycle gaps: cookbooks have no update tool, foods/units have no standalone update/delete tools, comments have no update tool, and timeline events have no delete tool.
Maintenance
ActivityActive
ResponsivenessNo issues