Observational CMDB for hybrid infrastructure

Know what you actually have, and how it connects

Parascope watches your whole hybrid estate (Kubernetes, hypervisors, bare metal, network, identity), keeps the map current, and remembers every change. No agents on your systems. No manual entry. No CMDB project. One source of truth your team and their AI agents can query.

Parascope lineage view showing infrastructure dependencies from physical hardware through to applications

Traditional CMDBs promise a single source of truth and deliver spreadsheets with extra steps: manual entry, discovery agents on every target, months of consultant-led implementation. The data starts going stale the day it goes live.

Parascope watches instead. For on-premise and security-conscious environments, a small appliance runs inside your network and observes your systems through their own APIs; cloud sources connect directly. First source connected in minutes; a usable map of your estate within the hour.

The questions this answers

What changed before the outage?

Something broke at 02:00 and the first hour went to reconstructing what changed. Parascope keeps that answer ready: every configuration change, with before and after, across every source.

See change tracking

The auditor wants March 31st.

Prove what your estate looked like on a specific date without archaeology. Point-in-time queries cover the past year.

See compliance querying

Nobody will touch that VM.

It has been running for four years and nobody knows what depends on it. Parascope does: relationships and blast radius, mapped from observation.

See relationships

See it in action

Two everyday tasks, end to end.

Find, filter, refine

Parascope CI list view
Parascope lineage and relationship view
Parascope change history with diffs

Search across your entire infrastructure

ParaQL: Ask → Answer

>Show me all servers running OpenSSL < 3.x
ParaQL query results showing servers with vulnerable OpenSSL versions

Query your infrastructure in plain English

Your agents need eyes too

An agent deploying at 3am is working from a README written eight months ago. Wiring it into every platform for live context means a pile of credentials nobody wants to grant.

Point it at Parascope instead: near-real-time visibility across your whole estate, through the MCP server or a single read-only API key. Context, never control.

Give your agents eyes →

Built for

Platform engineers who need to know what is running across clusters, clouds, and the racks downstairs.

Security teams who need a continuous asset inventory and the history to answer "since when?"

IT leaders who need visibility across a sprawling estate without a six-month implementation.

Connects to your stack out of the box

Kubernetes
Kubernetes
AWS
AWS
Azure
Azure
GCP
GCP
OpenStack
OpenStack
Proxmox
Proxmox
Ceph
Ceph
PostgreSQL
PostgreSQL
Prometheus
Prometheus
Grafana
Grafana
Netbox
Netbox
DNS
DNS
SNMP
Linux
Linux
Keycloak
Keycloak
OpenBao
OpenBao
Backstage
Backstage
Snipe-IT
Jira
Jira
Hetzner
Hetzner
Cloudflare
Cloudflare

Extensible to almost any source. See all data sources →

Pricing is per configuration item, from 49/month, with everything included. Unlimited users, human or not. See pricing →

See Parascope in action

Explore a live environment. No signup required.