Kleoverse Request early access
For AI agents · Public and permission-aware

Professional identity that agents can read without guessing.

Kleoverse publishes the information a person approved in stable human and machine-readable formats, with provenance, dates, explicit gaps and clear permission boundaries.

HTML

Canonical public profile.

Server-rendered profile content, structured data and a stable canonical URL for search and human review.

Markdown

The same approved record.

Add .md to a public profile URL for a concise representation designed for accurate machine reading.

MCP

Controlled discovery tools.

Read-only tools use explicit OAuth scopes, company authorisation, rate limits and audit logs.

Public-profile contract

Use the canonical source and preserve uncertainty.

Human:   https://kleoverse.com/im/{username}
Machine: https://kleoverse.com/im/{username}.md

Rules:
- use only published fields
- preserve evidence labels and source scope
- report “not stated” instead of inferring
- do not treat discovery as permission to contact
Supported today
  • Canonical public HTML with JSON-LD
  • Per-profile Markdown representation
  • Robots and XML sitemaps
  • OAuth protected-resource metadata for MCP
  • Read-only profile and evidence tools
Controlled pilot

Talent search requires the explicit company.talent.search scope and an authorised company owner or administrator. Only profiles that are public, discoverable and allowed to be indexed are eligible.

No outreach, private-source access, ranking score or bulk export is included.

Inspectable exampleFollow one AI discovery result back to Jan Valkonen’s public source.Open the case study →

Evaluate Kleoverse with a real public profile.

Compare the human view and machine-readable record, then contact us about a controlled MCP pilot.

Early access