Omics AI MCP Server

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Apache 2.0

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.5/5.0

Scored 2026-04-18 06:40 across 6 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no overlap: counting rows, retrieving schema fields, listing collections, listing tables, querying tables, and executing SQL queries. The descriptions clearly differentiate their functions, making misselection unlikely.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern (e.g., count_rows, get_schema_fields, list_collections, list_tables, query_table, sql_search). The naming is uniform and predictable throughout the set.

Tool Count5/5

With 6 tools, the set is well-scoped for an Omics AI data exploration server. Each tool serves a specific and necessary function, covering core operations without being overly sparse or bloated.

Completeness4/5

The toolset provides comprehensive coverage for data querying and exploration, including listing, querying, and schema inspection. A minor gap exists in data manipulation (e.g., insert/update/delete operations), but the core workflows for analytics are well-supported.