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Add Clarvia - AI agent tool discovery and AEO scoring MCP server - #3719

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Add Clarvia - AI agent tool discovery and AEO scoring MCP server#3719
digitamaz wants to merge 1 commit into
modelcontextprotocol:mainfrom
digitamaz:add-clarvia

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@digitamaz

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Add Clarvia

Clarvia is an AI agent tool discovery and AEO (Agent Experience Optimization) scoring platform.

What it does

  • 🔍 15,400+ indexed tools — MCP servers, APIs, CLIs, AI tools
  • 📊 AEO scoring — agent-friendliness, security, reliability metrics
  • 🛡️ Security — real-time CVE vulnerability checks via OSV.dev
  • 📦 npm MCP servernpx clarvia-mcp-server with 24 tools
  • 🆓 Free API — REST API at https://clarvia-api.onrender.com

Usage

{
  "mcpServers": {
    "clarvia": {
      "command": "npx",
      "args": ["-y", "clarvia-mcp-server"]
    }
  }
}

Website: https://clarvia.art
GitHub: https://github.com/clarvia-project/scanner
npm: https://npmjs.com/package/clarvia-mcp-server

@digitamaz

digitamaz commented Mar 30, 2026

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Following up on this PR! Here are the current stats (April 2026):

Registry presence:

Scale:

  • 27,899+ indexed tools (MCP servers, APIs, CLIs, AI tools)
  • 714+ npm weekly downloads
  • 24 MCP tools covering: search, AEO scoring, leaderboard, alternatives, gate-check

AEO Score: The server itself scores 78/100 on Clarvia's own AEO metric (agent-friendly, good tool descriptions, machine-readable endpoints).

Happy to address any review comments or format changes needed for this list!

@digitamaz

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Bumping with latest stats (April 1, 2026):

Clarvia is live and growing:

  • 🗂️ 27,906+ tools indexed (MCP servers, APIs, CLIs, Skills)
  • 📦 714+ npm weekly downloads for clarvia-mcp-server
  • 📊 24 MCP tools for tool quality scoring and discovery
  • ✅ Listed on Smithery, Glama, PulseMCP, mcp.so
  • 🔍 JSON-LD structured data on all 27,906+ tool pages (SoftwareApplication schema)
  • SSR verified — all pages server-side rendered for AI crawlers
  • 🤖 A2A agent card at /.well-known/agent.json

Clarvia helps agents and developers evaluate MCP server quality before integration. Happy to address any feedback!

AEO score ranges: 91 tools excellent (80-100), 0.3% of all indexed tools.

@digitamaz digitamaz closed this by deleting the head repository Apr 9, 2026
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