What tools does the llm-output-quality-monitor MCP server provide?

llm-output-quality-monitor exposes 5 tools: consistency_check, drift_detector, hallucination_scorer, quality_validator, schema_enforcer. This list was returned by the running server when we connected to it.

Does llm-output-quality-monitor require an API key?

No. llm-output-quality-monitor answered a tools/list request without credentials.

How do I install llm-output-quality-monitor?

Run: claude mcp add --transport http llm-output-quality-monitor https://api.lazy-mac.com/llm-output-quality-monitor/mcp. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 27h ago

llm-output-quality-monitor

Cloudflare Workers MCP server: llm-output-quality-monitor

AI & LLM tooling Databases & SQL Memory & knowledge

Install

Remote (HTTP)

claude mcp add --transport http llm-output-quality-monitor https://api.lazy-mac.com/llm-output-quality-monitor/mcp

Tools 5

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 27h ago

Tools & capabilities

5 tools

Read from the running server on 27h ago.

consistency_check responses*

Check consistency across multiple LLM responses

drift_detector thresholdcurrentResponse*previousResponse*

Detect quality drift between current and previous LLM responses

hallucination_scorer contextresponse*

Pattern-based heuristic risk scoring for LLM responses (0-100). Detects linguistic signals such as contradictory assertions, unsourced claims, and uncertainty markers. Not a semant…

quality_validator response*maxLengthminLengthstrictFormat

Validate LLM response quality based on length, format, and structure

schema_enforcer schema*response*

Validate JSON response against schema