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Nutrition MCP — wraps Open Food Facts API (free, no auth)

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Status
Unhealthy
Uptime
12.8% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-nutrition
GitHub Stars
0
Server Listing
mcp-nutrition

TDQS

A4.4/5.0

Scored across 31 tools

Disambiguation5/5

Each tool has a clearly distinct purpose, from general queries (ask_pipeworx) to specific tasks (bet_research, compare_entities). Overlapping tools like ask_pipeworx and ask_pipeworx_beta are explicitly differentiated by description.

Naming Consistency4/5

Tool names mostly follow a verb_noun snake_case pattern (e.g., resolve_entity, list_subscriptions). Minor inconsistencies exist (single-word verbs like 'forget' vs compound names like 'generate_llms_txt'), but the overall pattern is predictable.

Tool Count3/5

31 tools is high but justified by the broad scope (data querying across many domains). Some tools are niche (e.g., generate_llms_txt, scan_competitor_ai_presence), but the count remains manageable.

Completeness4/5

The tool set covers querying, grounded answers, deep research, entity profiles, comparisons, prediction markets, change tracking, memory, subscriptions, and more. Minor gaps exist (e.g., user management), but core workflows are well-supported.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changeddeep_research1 field changed
      • changedInput schema / properties / depth / description
        Previous value: -"How many facets to research in parallel: quick=3 (single hop), standard=5 (default; adds a gap-recovery hop that re-angles unanswered facets + a contradictions[] scan across findings), thorough=8 (paid; adds a full iterative hop that chases leads + recovers gaps, plus the contradictions[] scan)."New value: +"How many facets to research in parallel: quick=3 (single hop), standard=3 (default; adds a gap-recovery hop that re-angles unanswered facets + a contradictions[] scan across findings), thorough=6 (paid; adds a full iterative hop that chases leads + recovers gaps, plus the contradictions[] scan)."

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