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io.github.CSOAI-ORG/writing-assistant-ai-mcp

CSOAI-ORG Scanned 17d ago

Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, score readability

MCP Registry ↗
C
74.8 / 100

Versions

1.0.10latest
first seen Jun 30, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 5

generate_headlines
annotations: none low

Generate headline variations for a given topic. Returns multiple options with SEO length checks and power word analysis. Args: topic: The subject/topic for headlines style: Headline style (listicle, how_to, question, power, seo) count: Number of headlines to generate (max 15) target_audience: Who the content is for

count int style str topic str api_key str target_audience str
score_readability
annotations: none low

Calculate readability metrics for text: Flesch Reading Ease, Flesch-Kincaid Grade Level, Gunning Fog Index, Coleman-Liau Index. Also flags long sentences and filler words. Args: text: The text to analyze (minimum ~50 words recommended)

text str api_key str
analyze_tone
annotations: none low

Analyze the tone and style of text. Detects formal, casual, academic, persuasive, technical, and emotional tones. Also checks active vs passive voice and power word usage. Args: text: The text to analyze

text str api_key str
build_outline
annotations: none low

Build a structured content outline with sections, word allocations, and SEO keyword suggestions. Args: topic: The main topic to outline depth: Outline depth 1-4 (higher = more subsections) style: Content format (blog, essay, tutorial, landing_page, whitepaper) target_word_count: Target total word count

depth int style str topic str api_key str target_word_count int
check_similarity
annotations: none low

Check similarity between two texts using Jaccard, cosine, and trigram overlap metrics. Returns a plagiarism risk assessment. Args: text_a: First text text_b: Second text to compare against

text_a str text_b str api_key str

Permissions 3

network medium
Server uses network capabilities via: urllib
filesystem low
Server uses filesystem capabilities via: os
env_vars low
Server uses env_vars capabilities via: os.environ

Scan Findings 32

info
Transport: streamable-http manifest_parser · 80%
info
Required env vars (5) manifest_parser · 80%
info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
low
Tool 'generate_headlines' has no annotations annotation_checker · 100%
low
Tool 'score_readability' has no annotations annotation_checker · 100%
low
Tool 'analyze_tone' has no annotations annotation_checker · 100%
low
Tool 'build_outline' has no annotations annotation_checker · 100%
low
Tool 'check_similarity' has no annotations annotation_checker · 100%
high
Remote transport without authentication auth_checker · 70%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-3qhf-m339-9g5v) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-9h52-p55h-vw2f) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-j975-95f5-7wqh) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-jpw9-pfvf-9f58) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-vj7q-gjh5-988w) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1616) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1617) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1618) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-3482) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-3483) dependency_analyzer · 95%
info
package.json metadata manifest_parser · 100%
info
pyproject.toml metadata manifest_parser · 100%
info
Tool: generate_headlines manifest_parser · 90%
info
Tool: score_readability manifest_parser · 90%
info
Tool: analyze_tone manifest_parser · 90%
info
Tool: build_outline manifest_parser · 90%
info
Tool: check_similarity manifest_parser · 90%
medium
Permission: network access detected permission_analyzer · 80%
low
Permission: filesystem access detected permission_analyzer · 70%
low
Permission: env_vars access detected permission_analyzer · 90%
info
No dependency files found for SBOM generation sbom_generator · 100%
medium
No build provenance detected (SLSA L0) slsa_assessor · 90%