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HallucC MCP Server

by fredyee
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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

A3.7/5.0

Scored across 4 tools

Disambiguation3/5

The tools are mostly distinct, but verify_text, check_safety (with optional hallucination detection), and verify_agent all overlap on claim-level hallucination verification. check_cua_actions is clearly separate, but an agent could struggle to choose between the three text/agent verification tools without reading descriptions closely.

Naming Consistency4/5

All tool names follow a clear lowercase snake_case verb_noun pattern with either check_ or verify_ prefixes. The naming is predictable, though the repeated verbs slightly undercut distinctiveness because verify_text and verify_agent share the same verb while having some overlapping functionality.

Tool Count5/5

Four tools is a well-scoped surface for a safety/verification server. Each tool represents a distinct capability area: free-text verification, agent action safety, general prompt/output safety, and agent trajectory self-check.

Completeness4/5

The surface covers the core workflows: verifying claims, checking agent actions, scanning prompts/outputs for safety risks, and self-checking agent trajectories. Minor gaps exist—such as no dedicated quota/status tool or a more granular single-claim verification endpoint—but agents can work around these using the existing tools.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources