sniff-mcp
Server Details
Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer
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- Status
- Unhealthy
- Uptime
- 81.0% over 76 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- Sniffscore/sniff-mcp
- GitHub Stars
- 0
- Server Listing
- sniff-mcp
- ChatGPT
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- Claude
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TDQS
Scored across 18 tools
The three 'ask' tools (ask, ask_the_graph, ask_variant_context) sound like the same operation, and ask_variant_context actually collides with variant_lookup since it returns a superset of the same variant data. Worse, disease_lookup and disease_links have near-identical descriptions ('Look up a canine inherited disease by name or OMIA id -> its governed OMIA clinical record...'), so an agent can only distinguish them by carefully reading the trailing disambiguation clauses. The variant/breed/gene tools are otherwise clearly distinct.
Nearly everything is snake_case and readable, but the verb patterns drift: verb-first question tools (ask, ask_the_graph, ask_variant_context), noun_action lookups (variant_lookup, disease_lookup, breed_summary), and noun-participle (genes_indexed, breeds_in_atlas). The 'ask_variant_context' name misleads by implying a Q&A tool when it is really a variant-context lookup, breaking the lookup/search family it belongs to.
18 tools is reasonable for a four-domain knowledge base (variants, genes, breeds, diseases) plus a Q&A layer, and each domain gets genuine coverage. There is modest bloat from the redundant disease lookup trio and the ask_variant_context/variant_lookup overlap, which could be trimmed to ~14 without losing capability.
Coverage is broad: variant lookup/search/context, gene summaries and indexing, breed profiles, similarity and stratified frequencies, disease search/lookup/bridge/links, plus semantic search, graph traversal, and atlas metadata. Minor gaps remain, such as batch/multi-variant lookup and no ID-based (rsID) or coordinate-range variant access, but core lifecycles are all reachable.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- Changed
variant_search1 field changed- removed
Input schema / properties / esm_maxRemoved value: -{ - "default": null, - "type": "number" -}
1 tool update
- Added
ask_the_graph
2 tool updates
- Added
disease_lookup - Added
search_diseases
2 tool updates
- Added
ask - Added
disease_bridge
13 tool updates
- First observed
ask_variant_context - First observed
breed_similarity - First observed
breed_summary - First observed
breed_variant_frequency - First observed
breeds_in_atlas - First observed
disease_links - First observed
gene_summary - First observed
genes_indexed - First observed
metadata - First observed
nearest_breeds - First observed
semantic_search - First observed
variant_lookup - First observed
variant_search
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