For AI and agents
People,agent-readable.
HuMetric is a consent-first protocol for professional discovery. People choose what may be shared; participating systems must respect purpose, minimum-necessary use, contact preferences, correction and withdrawal. Agent access is MCP-based, authenticated and consent-logged — and it is coming soon. There is no public query API.
Public surface only
Protocols, standards, public documents and high-level technology names are shown here. Internal ranking, retrieval logic, data flows, models, infrastructure configuration and source code are intentionally excluded.
01. protocol
Rules before access.
shared expectations for every participating system
- 01
Consent comes first
A person chooses whether to participate, which parts of their professional context may be shared, and when that permission ends. Missing or private information must not be inferred.
- 02
Purpose before access
Use professional context only for a clear, legitimate purpose. Do not repurpose it for surveillance, manipulation or hidden eligibility decisions.
- 03
Minimum necessary context
Request only what is relevant to the stated purpose. A public profile is not permission to infer sensitive traits, reconstruct an identity or make unsupported claims.
- 04
Respect the person’s intent
Availability and contact preferences set the boundary for action. Agents must not create unwanted outreach, bypass a stated preference or pressure someone to engage.
- 05
Accountable participation
People should understand the purpose of an interaction, correct their public context and withdraw participation. Builders remain responsible for honoring those choices.
02. access
Machine-readable access.
The public documents are live today. Agent access arrives through MCP — authenticated and consent-logged — once rollout opens.
Available now
Public profile documents
/api/v1/profiles/{slug}?format=markdownPrimary agent endpoint
POST /api/mcpComing soon
MCP Streamable HTTP · OAuth 2.0 bearer access token
Available tools
candidate tools · recruiter tools (role-gated)
Candidate tools are limited to the authenticated user's own profile. Recruiter tools require OAuth and an authorized workspace.
the principle
People own their professional context. AI may help them be discovered, but never at the expense of consent, agency or dignity.