Sniff

endpoint

http://mcp.sniff.world/mcp

door code

190d99a55421a21f

protocol

http-sse ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is Sniff live?

Yes — it answered the hub's last check (checked 1h ago). It answered 100% of checks over the last 30 days.

Is Sniff free to use?

Yes — the hub reached it with no key and no payment.

What tools does Sniff have?

18 tools: disease_lookup, variant_lookup, genes_indexed, metadata, ask, ask_the_graph, disease_bridge, ask_variant_context, ….

Is Sniff safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• variant_search reads open 1h ago

  Filtered discovery over all 9.67M variants. Predicates (combine freely): phylop_min (phyloP >=), popmax_min (popmax AF >=), gene_in (list of gene symbols), consequence, impact (HIGH/MODERATE/LOW/MODIFIER). Returns total_count + a capped list (max 200). Note: popmax may be in a wild population (dingo/village) — check popmax_breed.

  mcp-tool

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  {
    "type": "object",
    "properties": {
      "limit": {
        "type": "integer",
        "default": 50
      },
      "impact": {
        "type": "string",
        "default": ""
      },
      "gene_in": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "default": null
      },
      "phylop_min": {
        "type": "number",
        "default": null
      },
      "popmax_min": {
        "type": "number",
        "default": null
      },
      "consequence": {
        "type": "string",
        "default": ""
      }
    },
    "additionalProperties": false
  }

  arguments 33 lines copy
• disease_lookup reads unknown 1h ago

  Look up a canine inherited disease by name or OMIA id -> its governed OMIA clinical record (inheritance, causal gene(s), curated description, clinical signs, human OMIM analog + Mondo id, evidence base). Sourced to OMIA (CC-BY); returns a canonical sniff.world URL. Dog-only. For candidate disambiguation use search_diseases; for a disease's molecular links use disease_links.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "query": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 12 lines copy
• variant_lookup reads unknown 15h ago

  Single-variant lookup by CanFam4 position: ref/alt, global + popmax AF, consequence, gene, Pangolin and phyloP annotations, canonical URL, provenance.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "position"
    ],
    "properties": {
      "position": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 12 lines copy
• genes_indexed reads unknown never probed

  Top genes by number of variants in the atlas (discovery aid).

  mcp-tool

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  {
    "type": "object",
    "properties": {
      "limit": {
        "type": "integer",
        "default": 50
      }
    },
    "additionalProperties": false
  }

  arguments 10 lines copy
• metadata reads unknown never probed

  Atlas metadata: release, DOI, assembly, variant/breed counts, scope banner, and the RPC catalog.

  mcp-tool

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  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• ask reads unknown never probed

  Ask Sniff a natural-language canine-genetics question and get a GROUNDED, CITED answer (or an honest abstain). Covers inherited diseases (OMIA) and their human homologs (the dog<->human disease bridge), breed disease/carrier risk, variant pathogenicity grades (AVCG; Boeykens et al. 2024, curated in OMIA), longevity/life-expectancy (McMillan 2024), temperament (Darwin's Ark/Morrill 2022, with breed-explains-X% caveats), and genetic diversity. The engine answers ONLY from cited Sniff atoms and returns `abstained: true` if it lacks grounded data — it never guesses. Educational, not diagnostic (carrier != affected; advise a vet). Returns {answer, citations:[atom_ids], abstained}. USE THIS for any 'what is X / does breed Y get Z / human equivalent of W' question; use the variant/breed/gene tools for structured lookups by identifier.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "question"
    ],
    "properties": {
      "question": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 12 lines copy
• ask_the_graph reads unknown never probed

  THE INSTRUMENT — ask a free-form CROSS-SPECIES genetics question and get FILTERED, HONEST HINTS (never a confident guess). It compiles your question into a typed query plan over the dog<->human edge-graph, runs it deterministically, and scores each answer PATH by its weakest edge — returning ranked hints with an evidence TIER (fact / computational / inferred) + citations, or an honest ABSTAIN with a demand signal when the graph can't answer. BEST FOR model-discovery / translational traversal: 'which dog breeds or genes model human <disease>', 'what is the dog ortholog of <gene>', 'what dog disease is phenotypically like <human disease>'. Answers are HYPOTHESIS-GENERATING, not clinical claims: a `fact` hint = an OMIA-curated model-of; a `computational` hint = a conserved 1:1 dog ortholog (a candidate — never 'dogs get this disease'); `inferred` = shared cross-species phenotype. Returns {plan (what it asked the graph), hints:[{answer, tier, score, path (the cited edges), weakest_edge, provenance}], abstain, demand_signal}. Set narrate=true for a gated one-line prose summary per hint (faithful-or-honest-template; it can never fabricate). Use `ask` instead for owner-facing breed/disease/carrier questions; use THIS for human-disease -> dog-model cross-species queries.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "question"
    ],
    "properties": {
      "narrate": {
        "type": "boolean",
        "default": false
      },
      "question": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 16 lines copy
• disease_bridge reads unknown never probed

  The fused OMIA disease layer as cited atoms. Give a `disease` (name or 'OMIA:001870-9615') for its genes, inheritance, human homolog (OMIM/Mondo bridge), and variant pathogenicity grade (AVCG, ACMG/AMP 5-tier, curated in OMIA) when graded. Or give a `breed` (e.g. 'doberman_pinscher') for the inherited conditions documented in that breed with carrier frequency + confidence tier + grade. Every atom carries its source + atom_id. Educational, not diagnostic.

  mcp-tool

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  {
    "type": "object",
    "properties": {
      "breed": {
        "type": "string",
        "default": ""
      },
      "disease": {
        "type": "string",
        "default": ""
      }
    },
    "additionalProperties": false
  }

  arguments 14 lines copy
• ask_variant_context reads unknown never probed

  THE headline query. Given a CanFam4 position (e.g. '5:56189113'), return the variant's global + popmax frequency, breed-stratified cross-breed frequencies, Pangolin and phyloP annotations, gene context, linked diseases (v1.1), provenance, and deep links — in one call. Pass breed_context to also get that breed's AF + rank. cross_breed_full=True returns all 188 breeds (default: top_n).

  mcp-tool

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  {
    "type": "object",
    "required": [
      "position"
    ],
    "properties": {
      "top_n": {
        "type": "integer",
        "default": 5
      },
      "position": {
        "type": "string"
      },
      "breed_context": {
        "type": "string",
        "default": ""
      },
      "cross_breed_full": {
        "type": "boolean",
        "default": false
      }
    },
    "additionalProperties": false
  }

  arguments 24 lines copy
• gene_summary reads unknown never probed

  Variants in a gene (by gene symbol), ranked by impact then allele frequency. Paginated (limit, default 25); returns total_variants. Use af_min to filter by global AF.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "gene_symbol"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "default": 25
      },
      "af_min": {
        "type": "number",
        "default": 0
      },
      "gene_symbol": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 20 lines copy
• breed_summary reads unknown never probed

  Breed profile: n_dogs, breed group, genetic geometry and nearest breeds. Descriptive only — not a health ranking.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "breed"
    ],
    "properties": {
      "breed": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 12 lines copy
• breed_similarity reads unknown never probed

  Genetic distance between two breeds (top-10-PC Euclidean). Lower = more genetically similar.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "breed_a",
      "breed_b"
    ],
    "properties": {
      "breed_a": {
        "type": "string"
      },
      "breed_b": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 16 lines copy
• disease_links reads unknown never probed

  A canine inherited disease (name or OMIA id) -> its governed OMIA clinical record: mode of inheritance, causal gene(s), curated description (summary / clinical features / molecular genetics / pathology / prevalence), clinical signs as HP/MP phenotype terms (-> Monarch), the human OMIM analog + Mondo id, and the evidence base (peer-reviewed reference count + landmark study) -- plus molecular links (variants/breeds) when the KG carries them. Sourced to OMIA (CC-BY); returns a canonical sniff.world URL. Dog-only. Educational, not diagnostic. For fuzzy candidates use search_diseases.

  mcp-tool

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  {
    "type": "object",
    "properties": {
      "disease": {
        "type": "string",
        "default": ""
      }
    },
    "additionalProperties": false
  }

  arguments 10 lines copy
• breeds_in_atlas reads unknown never probed

  List all 188 breeds with breed-stratified frequencies in the atlas.

  mcp-tool

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  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• breed_variant_frequency reads unknown never probed

  Breed-stratified allele frequency. Give a breed (e.g. 'bernese_mountain_dog') plus either a variant position or a gene symbol. Returns AF (+ rank) for the variant, or per-variant AFs in the gene.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "breed"
    ],
    "properties": {
      "gene": {
        "type": "string",
        "default": ""
      },
      "breed": {
        "type": "string"
      },
      "variant": {
        "type": "string",
        "default": ""
      }
    },
    "additionalProperties": false
  }

  arguments 20 lines copy
• nearest_breeds reads unknown never probed

  Genetically nearest breeds to the given breed (top-10-PC Euclidean in canine genetic space). Answers 'what breeds are most genetically similar to X?' via the PCA-256 breed co-embedding.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "breed"
    ],
    "properties": {
      "k": {
        "type": "integer",
        "default": 10
      },
      "breed": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 16 lines copy
• semantic_search reads unknown 15h ago

  Faceted hybrid + semantic-ranker search over the whole knowledge base (diseases, breeds, Scout discoveries). Use for fuzzy/thematic intent ('drug sensitivity in herding dogs', 'breeds prone to eye disease', 'genetically diverse breeds'). entity_type filters to 'disease'|'breed'|'discovery'. filters is an OData facet expression for cross-dimension queries, e.g. "breed_group eq 'herding' and cohort_n ge 30" or "diversity_tier eq 'severe_bottleneck'" (facets: type, breed, breed_group, gene, evidence_tier, confidence_tier, diversity_tier, cohort_n). Returns ranked entities with snippets, dimension fields, links.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "query": {
        "type": "string"
      },
      "top_k": {
        "type": "integer",
        "default": 8
      },
      "filters": {
        "type": "string",
        "default": ""
      },
      "entity_type": {
        "type": "string",
        "default": ""
      }
    },
    "additionalProperties": false
  }

  arguments 24 lines copy
• search_diseases reads unknown 1h ago

  Search the canine disease catalogue by free text -> ranked candidates [{omia_id, disease, url, score}]. Use before disease_lookup when the exact name is unknown. Dog-only.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "default": 10
      },
      "query": {
        "type": "string"
      }
    },
    "additionalProperties": false
  }

  arguments 16 lines copy

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.