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sharozdawa avatar

Content Optimizer

sharozdawa/content-optimizer
STDIOregistry active
Summary

This is a free, open source alternative to paid SEO tools like Surfer SEO and Clearscope. It exposes six MCP tools that score content against SERP competitors across seven categories: keyword usage, word count, heading structure, readability, entity coverage, content depth, and internal structure. The score_content tool gives you a 0-100 grade with per-category breakdowns, while analyze_keyword pulls data from top 10 ranking pages to set benchmarks. You also get readability scoring via Flesch-Kincaid, heading hierarchy analysis, and a find_missing_topics tool that shows what competitors cover that you don't. Useful when you're writing or editing SEO content and want data-driven recommendations without a monthly subscription.

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api

SERP-based content scoring, entity analysis, and actionable SEO recommendations.
Score your content against top-ranking pages. Know exactly what to improve.

npm stars license PRs Welcome Content Optimizer MCP server


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.

FeatureContent OptimizerSurfer SEOClearscopeFrase
PriceFree$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-basedCredits-basedCredits-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

CategoryMax PointsWhat It Measures
Keyword Usage20Density, placement in first paragraph and headings
Word Count15Content length vs SERP average and target
Heading Structure15H1/H2/H3 hierarchy, count, keyword inclusion
Readability15Flesch-Kincaid score, grade level
Entity Coverage15Topic coverage vs SERP competitors
Content Depth10Paragraphs, lists, statistics, data points
Internal Structure10Introduction, conclusion, logical flow
100

:camera: Screenshots

Screenshots coming soon — the web UI is under active development.


: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

ToolDescription
score_contentScore content against a keyword across 7 categories (0-100)
analyze_keywordAnalyze SERP data — top 10 results with word counts, headings, topics
get_content_recommendationsGet prioritized improvement recommendations
check_readabilityFlesch-Kincaid score, grade level, sentence stats, reading time
find_missing_topicsFind topics from SERP competitors missing in your content
optimize_headingsAnalyze heading structure and suggest improvements

:open_book: More Open Source SEO Tools

ProjectDescription
Schema GeneratorGenerate structured data (JSON-LD) for any page — Product, Article, FAQ, HowTo, and more
AI VisibilityTrack how your brand appears in AI search engines (ChatGPT, Perplexity, Gemini)
IndexNow MCPInstantly notify search engines when you publish or update content
HumanPenAI 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.


Built by Sharoz Dawa
GitHub

api

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Categories
Search & Web Crawling
Registryactive
Packagecontent-optimizer-mcp
TransportSTDIO
UpdatedMar 21, 2026
View on GitHub

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