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wp.org search vs our merit ranking: “mcp tool controller”

wp.org orders by popularity, so a plugin a host bundled onto millions of sites, or a big-brand one that's slow and mediocre, can sit at the top. Our ranking is built to answer a different question: which of these is actually worth installing. How this works →

For “mcp tool controller”, we and wp.org disagree on the top plugin, and our order differs from theirs on 11 of the top 20.

wp.org search ranks on

Install count (uncapped), the raw star average, freshness, and support. Popularity dominates, so the biggest install base usually wins regardless of how it got there.

We add

A cap on the install boost, volume-weighted ratings, and signals wp.org can't see: whether the install base is organic or host-pushed, and its risk of being pulled.

Ranked above its merit

DevCubic AI Bridge for MCP shows at wp.org #7 but places #14 on merit, a gap of 7 places. Its — installs carry it up the search order; its 5.0★ average from 1 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

Wholesale Suite – B2B, Dynamic Pricing & WooCommerce Wholesale Prices places #7 on merit, 4.8★ from 546 reviews, but shows at wp.org #13. A smaller install base keeps it further down the default search order than its quality signals alone would.

How this rank is calculated

Each plugin's merit score multiplies these inputs together: how recently it was updated, how current its "tested up to" WordPress version is, its install base (log scale, capped at 10 million), its support thread resolution rate, and a rating score. The rating score weights the star average by review volume against a sitewide prior, then scales it by the lower bound of the share of 4 and 5 star reviews. A plugin with 3.7 stars from tens of thousands of reviews can still outscore a 4.9 with a few dozen, because the small sample carries less certainty.

A health factor between 0.4 and 1.15 then adjusts that score for what wp.org's search can't see: PHP fatals or failed activations on a test install, PHP and WordPress compatibility, memory and page-speed footprint, suspicious review patterns, closure risk, and a large install base with very few reviews. Clean, adopted plugins earn a small lift.

A keyword ranking starts from wp.org's search order for the term, weighting each position by 1 divided by its place, then applies the merit correction and health factor above. Relevance to the keyword stays in the result, so the order can differ from the all-categories list on /best, which scores plugins with no search term.

Hover a row to see the main reason for its position.

merit plugin wp.org
1 BetterDocs – AI Documentation, Knowledge Base, MCP Server, Docs, Wikis, FAQ & Chatbot 30K+ · 4.8★ (515) wp.org #2 1 too low 2 Ninja Forms – Contact Form Builder with Calculators, Quizzes, Signatures & AI Form Builder 500K+ · 4.4★ (1397) wp.org #3 1 too low 3 WDesignKit – AI Templates, Widget Builder & MCP Workflow 30K+ · 4.8★ (12) wp.org #1 2 too high 4 The Plus Addons for Elementor – Mega Menu, Header Footer, Post Grid, AI Widgets & Templates 100K+ · 4.6★ (388) wp.org #4 5 MainWP Dashboard: Self-hosted WordPress Management for Agencies 20K+ · 4.9★ (2354) wp.org #10 5 too low 6 Groundhogg — CRM, Newsletters, and Marketing Automation 2K+ · 4.8★ (150) wp.org #8 2 too low 7 Wholesale Suite – B2B, Dynamic Pricing & WooCommerce Wholesale Prices 20K+ · 4.8★ (546) wp.org #13 6 too low 8 WPSmartPay – Payment Forms, Invoices, Donations & Subscriptions 100+ · 4.7★ (18) wp.org #11 3 too low 9 MCP tool controller for WordPress — · 0.0★ (0) wp.org #5 4 too high 10 Query All The Post Types 30+ · 5.0★ (3) wp.org #14 4 too low 11 Counterhand MCP for WooCommerce — AI Agent Server for Claude, ChatGPT & Cursor 30+ · 0.0★ (0) wp.org #6 5 too high 12 Performance Optimisation — · 5.0★ (4) wp.org #19 7 too low 13 Rectus Content Access for MCP 20+ · 0.0★ (0) wp.org #9 4 too high 14 DevCubic AI Bridge for MCP — · 5.0★ (1) wp.org #7 7 too high 15 LolaCore – AI Admin Agent 20+ · 0.0★ (0) wp.org #12 3 too high 16 StoreSeeder – Dummy & Test Data Generator for WooCommerce & Fluent Cart 10+ · 0.0★ (0) wp.org #15 1 too high 17 Npcink AI Client Adapter — · 0.0★ (0) wp.org #17 18 Mokhai – Agent Readiness Kit — · 0.0★ (0) wp.org #18 19 AgentMod 10+ · 0.0★ (0) wp.org #20 1 too low 20 AllAble Connector — · 5.0★ (1) wp.org #16 4 too high 21 Squad Affiliate – Affiliate Program & Referral Plugin for WooCommerce and Divi — · 0.0★ (0) wp.org #21 22 EngageDock AI – Smart Support Assistant — · 5.0★ (1) wp.org #22

Merit ranking caps the install boost at 10M (wp.org leaves it uncapped), replaces the raw star average with a volume-weighted Bayesian score and a Wilson lower bound, and keeps wp.org's own freshness and compatibility decays. Method from the plugin-directory source; see Meta Trac #8298. Positions are tracked daily from the first visit to a keyword, so the small arrows show movement since tracking began.