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io.github.sharozdawa/content-optimizer

SERP-based content scoring and optimization with 7 SEO categories.

Unclaimed last commit 7 months ago search
37Low

Scored 6 months ago · breakdown

About io.github.sharozdawa/content-optimizer

io.github.sharozdawa/content-optimizer is an MCP server published by sharozdawa in the Search category: sERP-based content scoring and optimization with 7 SEO categories.

The repository has 1 stars and 0 forks, with the last commit 7 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

Claude Code
claude mcp add io-github-sharozdawa-content-optimizer -- npx -y content-optimizer-mcp
npx
npx -y content-optimizer-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)

analyze_keywordAnalyze SERP data — top 10 results with word counts, headings, topics

Parameters not published.

check_readabilityFlesch-Kincaid score, grade level, sentence stats, reading time

Parameters not published.

find_missing_topicsFind topics from SERP competitors missing in your content

Parameters not published.

get_content_recommendationsGet prioritized improvement recommendations

Parameters not published.

optimize_headingsAnalyze heading structure and suggest improvements

Parameters not published.

score_contentScore content against a keyword across 7 categories (0-100)

Parameters not published.

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Security checks

  • ✓README presentThe repository ships documentation.

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README


Why Content Optimizer?

Paid content optimization tools charge $89-$170/month for SERP-based scoring. Content Optimizer gives you the same analysis — for free, self-hosted, and extensible.

Feature Content Optimizer Surfer SEO Clearscope Frase
Price Free $89/mo $170/mo $15/mo
Self-hosted :white_check_mark: :x: :x: :x:
Open source :white_check_mark: :x: :x: :x:
Content scoring :white_check_mark: :white_check_mark: :white_check_mark: :white_check_mark:
Keyword analysis :white_check_mark: :white_check_mark: :white_check_mark: :white_check_mark:
Readability analysis :white_check_mark: :white_check_mark: :white_check_mark: :white_check_mark:
Heading optimization :white_check_mark: :white_check_mark: :white_check_mark: :x:
Entity/topic coverage :white_check_mark: :white_check_mark: :white_check_mark: :white_check_mark:
MCP server :white_check_mark: :x: :x: :x:
AI editor integration :white_check_mark: :x: :x: :x:
API access :white_check_mark: Paid add-on :x: Paid add-on
No data limits :white_check_mark: Credits-based Credits-based Credits-based

:sparkles: Features

:dart: Content Scoring — Score content 0-100 across 7 SEO categories with per-category breakdowns

:mag: SERP Analysis — Analyze top-ranking pages for word count, headings, and topic benchmarks

:abc: Readability Analysis — Flesch-Kincaid scoring, grade level, sentence length, reading time

:bookmark_tabs: Heading Optimization — Detect hierarchy issues, suggest keyword-rich heading structure

:brain: Entity Coverage — Find topics competitors cover that you're missing

:clipboard: Actionable Recommendations — Prioritized improvements ranked by impact

:robot: MCP Server — Use with Claude Desktop, Cursor, or any MCP-compatible AI tool


:chart_with_upwards_trend: Scoring Categories

Category Max Points What It Measures
Keyword Usage 20 Density, placement in first paragraph and headings
Word Count 15 Content length vs SERP average and target
Heading Structure 15 H1/H2/H3 hierarchy, count, keyword inclusion
Readability 15 Flesch-Kincaid score, grade level
Entity Coverage 15 Topic coverage vs SERP competitors
Content Depth 10 Paragraphs, lists, statistics, data points
Internal Structure 10 Introduction, conclusion, logical flow
100

:camera: Screenshots


:rocket: Self-Hosting Setup

Prerequisites

  • Node.js 18+
  • npm 9+

Installation

git clone https://github.com/sharozdawa/content-optimizer.git
cd content-optimizer
npm install

Development

npm run dev

Open http://localhost:3000.

Production Build

npm run build
npm start

:electric_plug: MCP Server

The MCP server lets you use Content Optimizer directly inside AI coding tools like Claude Desktop and Cursor.

Install via npx

No setup required — just add the config:

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "content-optimizer": {
      "command": "npx",
      "args": ["-y", "content-optimizer-mcp"]
    }
  }
}

Cursor

Add to .cursor/mcp.json in your project:

{
  "mcpServers": {
    "content-optimizer": {
      "command": "npx",
      "args": ["-y", "content-optimizer-mcp"]
    }
  }
}

Build from Source

cd mcp-server
npm install
npm run build

Then use node ./mcp-server/dist/index.js as the command in your MCP config.

MCP Tools

Tool Description
score_content Score content against a keyword across 7 categories (0-100)
analyze_keyword Analyze SERP data — top 10 results with word counts, headings, topics
get_content_recommendations Get prioritized improvement recommendations
check_readability Flesch-Kincaid score, grade level, sentence stats, reading time
find_missing_topics Find topics from SERP competitors missing in your content
optimize_headings Analyze heading structure and suggest improvements

:open_book: More Open Source SEO Tools

Project Description
Schema Generator Generate structured data (JSON-LD) for any page — Product, Article, FAQ, HowTo, and more
AI Visibility Track how your brand appears in AI search engines (ChatGPT, Perplexity, Gemini)
IndexNow MCP Instantly notify search engines when you publish or update content
HumanPen AI content humanizer — make AI-generated text sound natural

:handshake: Contributing

Contributions are welcome! See CONTRIBUTING.md for guidelines.


:page_facing_up: License

MIT — see LICENSE for details.


README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.sharozdawa/content-optimizer

How do I install io.github.sharozdawa/content-optimizer?

Run claude mcp add io-github-sharozdawa-content-optimizer -- npx -y content-optimizer-mcp, then add the server to your MCP client's configuration.

Is io.github.sharozdawa/content-optimizer safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.sharozdawa/content-optimizer still maintained?

The last commit was 7 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.