Head to head

codex-seo vs dataseo-mcp

4 of 12 recorded facts differ. Everything below is source-reported with a capture date. Niched has not published a buyer verdict for this pair, so nothing here declares a winner. A winner only exists inside a defined buyer niche with stated constraints.

codex-seo

Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecrawl integrations, GEO/AEO, CWV, schema, backlinks, local/maps, and deterministic reports.

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dataseo-mcp

A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, keyword research, traffic estimation, and more — directly in your AI-powered IDE. dataseo-mcp is open source, written primarily in Python, released under Other. Its repository has 186 GitHub stars and 27 forks, and was last committed to within the last two months. Niched places it in SEO research & optimization.

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Every recorded fact

Show differences only
Factcodex-seodataseo-mcp
Official SDK installs, 30 daysNot recordedNot recorded
SDK evidence capturedNot recordedNot recorded
GitHub stars538186
Forks7727
Open issues230
Last commit12 days ago26 days ago
Primary languagePythonPython
LicenseOtherOther
Open sourceYesYes
Pricing modelNot recordedNot recorded
FoundedNot recordedNot recorded
CategoriesSEO research & optimizationSEO research & optimization

Where both compete

Both products are placed in SEO research & optimization. A category organises the market; it carries no score. See all codex-seo alternatives.