Every person you know.
Curated by agents. Owned by you.
Contact-Ops is a self-hosted, MCP-native registry of your people and organizations, kept clean, connected, and current by an AI agent fleet you supervise, on infrastructure you control.
A calm, fast home for every relationship you have.
People, organizations, tags, and the ties between them, with agent proposals waiting for your one-tap approval.
Your relationships live in a dozen places, and none of them are yours.
Contacts scatter across phones, inboxes, and a CRM you rent. They decay quietly. And no one can tell you who changed what, or why.
Scattered
Gmail, Outlook, your phone, three spreadsheets, a CRM. The same person, five times, never in sync.
Decaying
Titles go stale, emails bounce, people move. Nobody's job is to keep it true.
Unaccountable
A field changed. By whom? From where? At what confidence? Silence.
Rented
Your relationship graph is the most valuable asset you don't actually own.
One canonical graph of everyone you know, kept honest by agents you supervise.
Import your world once. An agent fleet dedupes, enriches, and connects it, proposing every change for your approval, tracking every value back to its source.
Agents do the busywork
Dedup, enrichment, and voice-match agents propose changes; you approve them in one inbox. Confidence-scored, never silent, never auto-applied above your bar.
Click any field, see why
Every value carries field-level provenance: which source set it, which agent, when, at what confidence. Full history preserved. Nothing is a black box.
A living relationship graph
People, organizations, employment, and the ties between them, explorable in an interactive 3D graph. See the paths between anyone.
Reversible by design
90-day unmerge, append-only audit, tombstones instead of hard deletes. Every agent action is undoable. You are never one click from data loss.
Sync everywhere
CardDAV to iOS and macOS Contacts. Import from Gmail, Microsoft 365, CSV, and vCard. Your people, current on every device.
Agent-native, not bolted on
The MCP server is the product. Anything a human can do in the UI, an agent can do with scopes, and every agent action is auditable by a human.
Multi-tenant & compliant
Postgres row-level security, HIPAA fencing, GDPR/CCPA export and erasure, per-workspace isolation, from day one.
Yours to host
Run it on your own box, your own Keycloak, your own database. Sovereignty is the default, not an enterprise upsell.
Voice & identity
Resolve the same person across meetings, calls, and apps with a shared voiceprint identity, consent-gated and biometric-safe.
Agents propose. You approve. Every change is auditable.
No privileged path: the same MCP tool surface powers the UI, your automations, and any AI agent you authorize. Every mutation is confidence-scored. Above your bar it applies; below it, it waits in a review queue with the agent, its confidence, and exactly what it wants to change.
See the paths between everyone you know.
People, organizations, and employment rendered as a living ego network. Solid edges are confirmed relationships; dashed edges are agent-proposed links waiting on you. Expand one hop at a time, or open the full explorable graph.
Hosted when you want it. Self-hosted when it matters.
Start on our hosted cell in a click. Or run the whole stack, Postgres, graph, vectors, object storage, on your own hardware behind your own Keycloak. Same product, your rules. Your relationship graph never has to leave your walls.
Your data
Every contact, note, and edge lives in your database under row-level isolation. Export or erase it anytime.
Your identity
Bring your own Keycloak realm and SSO. First login provisions a private, isolated workspace automatically.
Your compute
Deterministic dedup, graph, and import run on your machine. Only the GPU agent fleet is optional and paid.
Your suite
Part of Unicorn Commander: one identity, federated with Meeting-Ops, Customer-Ops, and more via MCP.
Free is genuinely useful. Pro is our GPUs, not a paywall on your own data.
The line is compute cost, not features. Everything that runs on your compute is free. You only pay when our agent fleet runs on ours.
- Unlimited import: CSV, vCard, Gmail, M365
- CardDAV sync to iOS & macOS
- Deterministic dedup + relationship graph
- Full MCP tool access for your agents
- Everything in Free
- ML dedup + org/enrichment inference
- Voiceprint identity match
- Continuous calibration + agent fleet
- Everything in Pro
- SSO, GDPR/HIPAA compliance engine
- Cross-app federation (RFC 8693)
- Self-host support & SLAs
Own your relationship intelligence.
Import your world, let the agents keep it true, and never rent your own network again.