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Analyze word count, reading time, and keyword density for text.
Based on the materials, this MCP tool has a narrow text-statistics scope and does not declare any secrets or remote connectivity; combined with the official registry listing, open-source code, and recent maintenance, the overall risk appears low. The main consideration is the normal local execution and dependency review expected for any executable MCP service.
The materials explicitly state that no keys or environment variables are required, and no API tokens, account credentials, or other sensitive secrets are described, so credential exposure and misuse risk appears low.
No remote endpoints or external service connections are declared, and the described functionality is limited to local text statistics; based on the available information, there is no clear user-data egress path.
The system checks indicate that this tool executes code; this is a normal MCP capability and means a local service process will run on the host. The materials do not show requests for unusual system privileges, but it should still be deployed as a least-privilege local executable component.
The description only covers counting words, estimating reading time, and computing keyword density on input text; there is no stated ability to read or write local files, databases, or other sensitive resources, and no sign of data access beyond its stated purpose.
Positive factors include the official registry source, an auditable open-source repository, and updates within the last year; however, the repository has no declared license, lacks a README, and has very low community adoption (0 stars), so the audit context is limited and source/dependency review is advisable before installation.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "io.github.CSOAI-ORG/text-stats-ai-mcp" MCP server from askskill: Run: claude mcp add 'io-github-csoai-org-text-stats-ai-mcp' -- npx -y text-stats-ai-mcp
Analyze this article's word count, estimated reading time, and keyword density, and tell me whether it is suitable for a public blog post: {{article content}}Returns word count, reading time, keyword frequency statistics, and a brief assessment of content length and readability.
Calculate the density of the keyword "AI tools" and related terms in the following web copy, and flag any keyword stuffing risk: {{web copy}}Outputs occurrence counts and percentages for target and related keywords, with guidance on reducing or strengthening keyword distribution.
Please calculate the total word count and reading time for this study material so I can plan my review schedule: {{study material content}}Provides total content length and estimated reading time to help the user plan their study pace.
Analyze text statistics and readability to improve content quality and clarity.
Count words and characters instantly for writing, editing, and document checks
Count characters and words in text for English and other space-delimited languages.
A lightweight text tool for counting, uppercasing, and summary prompt templating.
Analyze, rewrite, and compare text tones for clearer, consistent communication.
Generate headlines, analyze tone, score readability, and check writing similarity.