slop-guard

by eric-tramel · MCP Server · ★ 160

About slop-guard

slop-guard A rule-based prose linter that scores text 0--100 for formulaic AI writing patterns. No LLM judge, no API calls. Purely programmatic. The default pipeline loads 23 configurable rules backed by 200+ literal and structural heuristics. It returns a numeric score, a band label, specific violations with surrounding context, and concrete advice for each hit. Add to Your Agent Both clients use the same MCP command: . If you want a custom rule JSONL, append .

llmmcpwritingwriting-tool

Quick Facts

Stars160
Forks12
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score71.7927291608074/100
Open Issues9
Last Updated2026-07-09
Created2026-02-19
Platformsmcp, python
Est. Tokens~15k

Compatible Skills

These tools work well together with slop-guard for enhanced workflows:

  • academic-paper-skills — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (53%)
  • OpenAI-tool — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • anti-slop-writing — semantic(0.44)+complementary+rare_topics+similar_pop (50%)
  • writing-agent — semantic(0.32)+complementary+similar_pop (46%)

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Frequently Asked Questions

What is slop-guard?

slop-guard is Slop Scoring to Stop Slop. It is categorized as a MCP Server with 160 GitHub stars.

What programming language is slop-guard written in?

slop-guard is primarily written in Python. It covers topics such as llm, mcp, writing.

How do I install or use slop-guard?

You can find installation instructions and usage details in the slop-guard GitHub repository at github.com/eric-tramel/slop-guard. The project has 160 stars and 12 forks, indicating an active community.

What license does slop-guard use?

slop-guard is released under the MIT license, making it free to use and modify according to the license terms.

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