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Clarvia

@clarvia-project

Repository

About Clarvia

AEO (Agent Engine Optimization) scanner — scores and benchmarks 12,800+ AI agent tools for discoverability, quality, and agent compatibility. 14 MCP tools for searching, scanning, comparing, and benchmarking.

#aeo#mcp#scanner#ai-agent#developer-tools#quality

Basic information

Category

Other

Transports

stdio

Publisher

clarvia-project

Submitted by

digitamaz

Config

Add this server to your MCP-compatible client using the configuration below.

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

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Clarvia?

Clarvia is an AEO (Agent Engine Optimization) scanner that scores AI agent tools (APIs, MCP servers) on how easily AI agents can discover, integrate, and trust them. It assigns a score from 0 to 100 across four dimensions: API Accessibility, Data Structuring, Agent Compatibility, and Trust Signals, plus an optional Onchain Bonus. It indexes over 15,400 services.

How to use Clarvia?

Install with one command: npx -y clarvia-mcp-server. Add to any MCP client configuration (Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Continue.dev) or use the remote endpoint https://clarvia-api.onrender.com/mcp/. The Node.js MCP server provides 16 tools; a Python MCP server offers 24 tools.

Key features of Clarvia

  • AEO Score (0–100) for any AI tool, API, or MCP server.
  • Four scoring dimensions with detailed breakdowns.
  • Search over 15,400 indexed AI tools by keyword or score.
  • Safety gate tool (clarvia_gate_check) for agent workflows.
  • Batch checking and alternative finding tools.
  • Personalized upgrade recommendations for tool makers.

Use cases of Clarvia

  • Agents gating external tool calls to ensure reliability.
  • Tool makers auditing their own service and improving agent-readiness.
  • Discovering high-quality alternatives in a category.
  • CI/CD pipeline integration via GitHub Actions.
  • Comparing multiple tools side-by-side.

FAQ from Clarvia

What is an AEO Score?

An AEO Score (0–100) measures how well an AI tool is designed for autonomous agents, covering API accessibility, data structuring, agent compatibility, and trust signals.

How do I install the Clarvia MCP server?

Run npx -y clarvia-mcp-server or add the remote endpoint https://clarvia-api.onrender.com/mcp/ to any MCP client supporting Streamable HTTP transport.

What data does Clarvia index?

Clarvia indexes over 15,400 AI agent tools, APIs, and MCP servers, with categories and scores.

Are there rate limits?

Yes, free usage allows 10 scans per hour; 100 per hour with an X-API-Key

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