MCP.Market

Content Optimizer MCP server

by sharozdawa·io.github.sharozdawa/content-optimizer·v1.0.0
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SERP-based content scoring and optimization with 7 SEO categories.

B75/100grade B
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Safety scan
B75/100

full report

Adoption
New

0 stars43 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Content Optimizer tools (6)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • analyze_keyword

    Analyze SERP data for a keyword. Returns simulated top 10 results with word counts, heading counts, common topics, and SERP features.

  • check_readability

    Analyze content readability. Returns Flesch-Kincaid score, grade level, sentence stats, and reading time.

  • find_missing_topics

    Find topics from SERP competitors that are missing in your content. Returns covered topics, missing topics, and coverage percentage.

  • get_content_recommendations

    Get a prioritized list of specific improvements to optimize content for a target keyword.

  • optimize_headings

    Analyze heading structure and suggest improvements. Returns current headings, issues, and recommended heading outline.

  • score_content

    Score content against a keyword across 7 SEO categories. Returns an overall score (0-100), per-category breakdowns, and actionable recommendations.

Public scan report

scanner v0.1.10 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan6 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 190 days ago4/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 75/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Content Optimizer compares

Against every graded SEO MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
75/100
higher than 43% of 769 SEO servers
Tools
6
the typical SEO server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
43
more than 35% of 164 SEO servers with a package

What its tools let an agent do: 6 read

Install Content Optimizer in Claude Code, Cursor or VS Code

Runs npx -y content-optimizer-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add content-optimizer -- npx -y content-optimizer-mcp
Add to Cursor

What the publisher says

From the Content Optimizer repository's README, as published. We do not edit it. Read it on GitHub

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

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.

: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

:bookmarktabs: 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

:chartwithupwards_trend: Scoring Categories

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Content Optimizer: common questions

Is Content Optimizer MCP server safe?
Mostly: it is graded B (75/100). Read the Content Optimizer safety report
How do I install Content Optimizer?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Content Optimizer need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Content Optimizer maintained?
The last commit was 225 days ago (2026-03-22). The latest release is v1.0.0.
What can I use instead of Content Optimizer?
Servers from other publishers that do the same job: SEO Tools: XMLStock SERP (Google + Yandex) MCP server, GoAnyAPI MCP server and zaDojo SEO and AI visibility MCP server.
How does Content Optimizer compare with other SEO MCP servers?
safety score 75/100 (higher than 43% of 769 SEO servers); tools 6 (the typical SEO server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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