CrowdCent MCP Server

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Deploy Server

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

B3.4/5.0

Scored 2026-04-18 07:10 across 13 tools

Disambiguation5/5

Each tool has a clearly distinct purpose targeting specific resources and actions. For example, download_inference_data vs get_inference_data_info provide complementary but non-overlapping functionality, and the two submission tools handle different input formats without ambiguity.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with snake_case throughout. The naming convention is predictable: download_*, get_*, list_*, submit_*, and switch_* prefixes clearly indicate action types, making the tool set highly readable and systematic.

Tool Count5/5

With 13 tools, this server is well-scoped for its apparent domain of challenge management and data handling. Each tool serves a specific purpose in the workflow, from data retrieval to submission management, without redundancy or obvious omissions in the count.

Completeness4/5

The tool set provides comprehensive coverage for core challenge workflows, including data access, information retrieval, submission handling, and challenge switching. A minor gap exists in update/delete operations for submissions or challenges, but agents can work effectively with the available CRUD-like operations.