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Perspective API Alternative (Toxicity Detection)

Server Details

Toxicity scores (0-1) for text before an agent posts it. Perspective API compatible. No LLM.

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Status
Unhealthy
Uptime
55.5% over 23 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
koyourmoon/perspective-api-alternative-mcp
GitHub Stars
0
Server Listing
Perspective API Alternative (Toxicity Detection)

TDQS

A4.2/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool in the set, there is no possibility of misselection or overlap. Its purpose (batch toxicity scoring) is clearly stated and unambiguous.

Naming Consistency5/5

The single tool uses a clean snake_case verb_noun pattern (analyze_toxicity) that would scale predictably if more tools were added. No naming conflicts exist.

Tool Count3/5

A single tool is thin for a server surface, though the narrow scope of a Perspective-API-style scorer makes it defensible. It offers no secondary operations such as listing supported attributes or languages.

Completeness4/5

The one tool covers the core capability well, batching up to 100 texts and returning all Perspective attribute scores. Minor gaps exist (e.g. no multilingual support or attribute-discovery tool), but the primary workflow has no dead ends.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • First observedanalyze_toxicity

Publisher details

Operator
koyourmoon (independent developer) · Publisher source
Vendor relationship
Independent
Trust center
Not available
Restrictions
Requires an Apify account and an Apify API token (Authorization: Bearer <token>). Paid per event: billed per text unit through the Apify account, with Store discounts on higher Apify plans. · Publisher source

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