similarity-search-api-sdk
Server Details
Stateless NMI + cosine fusion with entropy-driven alpha calibration
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- nexus-mcp-infra/similarity-search-api-sdk
- GitHub Stars
- 0
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Tool Definition Quality
Average 4.7/5 across 3 of 3 tools scored.
Each tool has a clearly distinct purpose: estimate corpus entropy, rank items by fusion score, and score a single pair. No overlap in functionality.
All tools share the prefix 'nexus_similarity_search_api_' and follow a verb_noun_descriptor pattern (estimate_corpus_entropy_profile, rank_items_by_nmi_cosine_fusion, score_pair_nmi_cosine), maintaining consistency.
Three tools is appropriate for the focused domain of entropy-calibrated similarity search, covering pre-check, main ranking, and debugging without unnecessary extras.
The tool set covers the key workflow: entropy estimation, bulk ranking, and pair scoring. Minor gaps like missing corpus management or batch scoring are acceptable given the stateless corpus design.
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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
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