Readability for Claude

Stop Claude from turning a short release note or README into polished but dense prose. Readability gives Claude a local measure → rewrite → verify loop: it scores a draft, improves it without dropping facts, and checks the result again.

No copy-pasting into another editor. No account, API key, telemetry, or network request.

“Rewrite this release note in plain English. Keep every fact and aim for a Reading Ease score of at least 60.”

Why use a skill instead of just prompting Claude?

Claude can simplify prose on request, but “make this clearer” has no objective finish line. Readability adds a deterministic local check and keeps Claude in a loop until the draft clears your target—or further simplification would damage the content.

Use it for:

• READMEs and product documentation

• Release notes and changelogs

• PR descriptions and commit bodies

• Technical explanations for a broader audience

It reports:

• Flesch Reading Ease: 0-100, higher is easier

• MTLD and type-token ratio for lexical diversity

• Sentence, paragraph, and word statistics

• Local processing with no telemetry or network requests

• Pure-JavaScript analyzer with no runtime dependencies

Related MCP server: csv-mcp-server

Install

Claude Code plugin

Run these commands inside Claude Code:

/plugin marketplace add alesdrobysh/readability-claude
/plugin install readability@readability-marketplace

Then invoke /readability, or ask Claude to check or simplify substantial English prose.

Requires Node.js 18 or newer on PATH.

Claude Desktop MCP Bundle

Download readability.mcpb from the latest release, open it, and approve the installation in Claude Desktop. The analyze_readability MCP tool will then be available.

The bundle contains its Node dependencies and needs no API key or setup. Its bundled server requires a host with Node.js 20 or newer.

Command line

From a checkout:

printf '%s\n' 'Your draft goes here.' | node src/check.js
printf '%s\n' 'Your draft goes here.' | node src/check.js --threshold 60

The threshold command exits 1 when the draft misses the target. Invalid input or options exit 2.

Documentation quality gate

Use a threshold in scripts or CI. The command exits 1 when prose misses the target, so it can block an unreadable draft before it ships:

node src/check.js --threshold 60 < README.md

Example output

{
  "word_count": 174,
  "sentence_count": 12,
  "paragraph_count": 4,
  "avg_sentence_length": 14.5,
  "avg_word_length": 4.8,
  "ttr": 0.61,
  "mtld": 74.2,
  "flesch_reading_ease": 64.3,
  "complexity_label": "Moderate"
}

Markdown code blocks and inline code are removed. Formatting markers are stripped while prose content, headings, links, and list text are retained. This is intentionally a small Markdown heuristic, not a complete parser.

What this score can and cannot do

This project currently supports English prose. Its syllable counter is a small English heuristic, not a dictionary. Flesch Reading Ease rewards short sentences and short words; it does not understand meaning, accuracy, tone, or style. Use the score as a guardrail against bloat, not a target to game.

Do not use it on source code, logs, command output, non-English prose, or tiny samples.

How it compares

Readability is intentionally narrower than a grammar checker or configurable style linter. It is a small guardrail for one job: making substantial English prose easier to read without losing its meaning.

Privacy and security

Analysis happens in the local Node process. The analyzer:

• makes no network requests;

• does not persist text (the Claude host may retain conversation data);

• starts no network listener;

• uses no API keys or telemetry.

The MCP Bundle uses stdio to communicate with its host. See SECURITY.md to report a vulnerability.

Development

npm install
npm test
npm run validate:mcpb
npm run build:mcpb
# -> readability.mcpb and readability.mcpb.sha256

src/analyzer.js and src/check.js are canonical. The build copies them into the Claude Code plugin and MCP Bundle before packaging, and the test suite checks that all copies remain identical.

Project layout:

src/                         analyzer and CLI source
plugin/                      Claude Code plugin
mcpb/                        Claude Desktop MCP Bundle source
test/smoke.js                dependency-free smoke tests
scripts/build-mcpb.sh        validated, lockfile-based bundle build
.claude-plugin/              self-hosted Claude Code marketplace
.github/workflows/           CI and release automation

See CONTRIBUTING.md for development and release checks.

License

MIT. See LICENSE.