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MCP server · Developer Tools

Humanizer MCP

by · github.com/aousabdo/humanizer-mcp

Public, read-only MCP server: psycholinguistic rules and a deterministic checker for making written prose read as human, not machine-generated.

Unclaimed ai-writingllmmcpmcp-servernlppython
InstallView source
34Low

Scored a month ago · breakdown

About Humanizer MCP

Humanizer MCP is an MCP server published by aousabdo in the Developer Tools category: public, read-only MCP server: psycholinguistic rules and a deterministic checker for making written prose read as human, not machine-generated.

The repository has 2 stars and 0 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/aousabdo/humanizer-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (6)

humanizer_analyze_ai_tellsFull analysis with risk score, fix recommendations, *and* a mechanical rewrite as a starting point.

Parameters not published.

humanizer_compare_before_afterSide-by-side metrics for an original and a rewrite, with a PASS / IMPROVED / NEEDS MORE WORK verdict.

Parameters not published.

humanizer_get_banned_wordsThe full vocabulary and phrase ban list, for reference.

Parameters not published.

humanizer_get_rewrite_instructionsStep-by-step rewrite plan, tailored to text type (blog / business / academic / email / general).

Parameters not published.

humanizer_humanize_text**Returns the rewritten text.** Applies vocabulary swaps, phrase removal, contractions, em-dash cleanup, plus before/after scores. The LLM caller polishes for context.

Parameters not published.

humanizer_quick_vocab_scanFast word- and phrase-level scan with replacement suggestions.

Parameters not published.

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Questions

About Humanizer MCP

How do I install Humanizer MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Humanizer MCP safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Humanizer MCP still maintained?

Yes — the last commit was 5 months ago. The repository has 2 stars and 0 forks.