Ground MCP

Verify · "Have I checked this?"

Stop AI hallucination in code analysis. An MCP server that requires verification before claims. Free. Open source.

When to Use This

  • AI keeps claiming files are "95% similar" without comparing them
  • You need to find dead code, duplicates, and orphans reliably
  • Your codebase analysis needs grounded evidence, not guesses

What This Removes

  • Hallucinated code analysis from AI agents
  • False positives in duplicate detection
  • Unverified claims about dead code

How It Works

  • Install via npm or one-click buttons below
  • Ground exposes MCP tools to your AI assistant
  • Claims require verification: compare → then claim duplicate
  • Works with Cursor, Claude Desktop, Windsurf, VS Code, Codex

Proof: Kickstand Triad Audit

155 scripts → 13 using grounded analysis

92% reductionZero false positivesVerified claims only
See case study →
Free 2 minutes to install
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