VantageGet started

Vantage research · November 2026 · MCP and agents

What AI cites for “best mcp servers for claude code”

ChatGPT cited 10 sites, Gemini cited 4 sites, Perplexity cited 10 sites. 1 site was cited by all three.

Updated monthlyNext edition 1 December 2026

ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too

ChatGPT

10 sites · opens with a sentence · has a table · opening 8 words

  1. nimbalyst.com
  2. mcpvault.io
  3. aftergradient.com
  4. github.com
  5. linear.app
  6. kipt.me
  7. cognifyflow.com
  8. locul.ai
  9. code.claude.com
  10. mcp.so

Brands namedContext7, GitHub MCP Server, Playwright MCP, Serena, Chrome DevTools MCP, Supabase MCP, Sentry MCP, Figma MCP

Gemini

4 sites · opens with a sentence · no table · opening 41 words

  1. nimbalyst.com
  2. totalum.app
  3. claudemcp.org
  4. mcp.so

Brands namedDocumentation & Knowledge, Context7, Repo & Developer Tooling, GitHub MCP Server, Filesystem MCP Server, Testing & Browser Automation, Playwright MCP Server, Database & Backend Operations

Perplexity

10 sites · opens with a sentence · has a table · opening 17 words

  1. hatchable.com
  2. truefoundry.com
  3. parallel.ai
  4. scrapeless.com
  5. brightdata.com
  6. firecrawl.dev
  7. nimbalyst.com
  8. getmaxim.ai
  9. folk.app
  10. code.claude.com

Brands namedGitHub, Context7, Playwright, Sentry, Supabase, Vercel, Linear, Chrome DevTools

Cited by more than one engine

  • nimbalyst.com
  • code.claude.com
  • mcp.so

Is your site one of them?

Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best mcp servers for claude code”, on all three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.

See the tools All results for November 2026

More MCP and agents questions

Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.