Anonymous directory requests

These counts cover directory requests and outbound clicks, not vendor operations. Bars are relative to the largest displayed request count, not success rates.

Voluntary reports · Moderated summaries from the last 30 days

Reports are grouped by version, use case, evidence level and human or AI client. This section always covers the last 30 days, independently of the observation window above. Self-reports are not platform tests.

External public metrics · Separate sources

Third-party data, vendor disclosures and repository signals may cover only their own platforms and audiences. They are not combined with directory requests or voluntary reports into global rankings.

Public read-only MCP · Streamable HTTP

Connect a compatible AI client to the HTTPS URL below. This public catalog needs no login or token. Review the example and your client documentation before connecting. CapaLens only discovers catalog information; clients connect directly to vendors.

{
  "mcpServers": {
    "tool-discovery": {
      "url": "https://capalens.com/mcp"
    }
  }
}

Know the sources and their limits

How rankings work

Each ranking is separate. Sponsorship must be clearly labeled and kept apart from organic rankings. There are currently no sponsored placements, real user reviews or controlled test results.

Build a useful discovery experience first

Basic discovery is free. Advanced filters, change alerts, team features and query allowances are subscription hypotheses to validate. The public trial does not charge fees or place advertisements.

Sponsorship stays separate from organic results; payment does not affect organic ranking. Production authentication, quota accounting, refunds and privacy controls need validation before launch.