CybelAngel
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CybelAngel is a digital risk protection platform that detects and remediates exposed data, credentials, and assets across the internet, dark web, and connected storage.
Summary
CybelAngel is a commercial digital risk protection platform that detects and remediates exposed data, credentials, and assets across the internet, dark web, and connected storage. Since its core functionality is described in the one-liner and no deployment mechanism or specific user group is noted, it operates as a platform for exposure management. The project has seen 15 releases within the tracked window.
CybelAngel is a digital risk protection platform that detects and remediates exposed data, credentials, and assets across the internet, dark web, and connected storage.
How CybelAngel helps
Which of our credentials are exposed on the open or dark web right now?
scans internet, dark web, and connected storage sources for leaked credentials tied to the organization and reports each one found, tying it back to where it surfaced
Which of our sensitive files have leaked onto storage we do not control?
continuously monitors connected storage and open repositories for documents matching the organization's data and flags each exposed file
Is a document we lost track of being traded or discussed on the dark web?
matches content and identifiers from internal files against dark web marketplaces and forums and surfaces any match found there
Which of these exposures actually need action, and which are noise?
classifies each detected exposure by the type of data and asset involved so remediation effort goes to the ones that matter
Has an exposed asset been dealt with, or is it still sitting out there?
tracks each finding through a remediation workflow so its current status is known rather than rediscovered from scratch
Are new leaks tied to us appearing since the last time we checked?
keeps scanning the same sources on an ongoing basis and reports newly surfaced exposures rather than only a one-time snapshot
Languages
Screenshots
From the release notes, newest first. Click one to see it full size.Score card
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Shipping velocity releases a month, last 12 months
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Documentation quality release-notes rubric, 0–100
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Breaking-change discipline how rarely a release breaks users, and notice given
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Maintenance risk quiet time against its own cadence, maintainers
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Innovation & surface new capabilities, API and MCP surface
Five scores for CybelAngel, each built from the releases, notes and API history this site tracks — and, on Researcher and Business, where it stands among every measured tool in its category and how that has moved.
Score cards are part of every paid plan.
See plans → Already subscribed? Sign in →Trajectory
Blank means never measured; nothing here is a filled-in zero.
Peer standings are included with Researcher and Business. See how this tool ranks against its competitors, using data we don't publish anywhere else.
See plans →Each score is 0–100 on a published rubric, derived from data this site already shows. A dimension we cannot measure says so — it is never scored 0 and never enters a rank.
How this is scored
- Shipping velocity — releases a month over the last 12 months, on a log scale where 16 a month scores 100. Needs 3 releases in the window.
- Documentation quality — the release-notes rubric published on the analytics page, unchanged.
- Breaking-change discipline — the share of releases carrying a breaking change (none scores 100, half or more scores 0). Only projects that label breaking changes are measured: a clean record cannot be told from an unlabelled one.
- Maintenance risk — quiet time measured against the tool's own release cadence (quiet longer than 90 days and three typical gaps scores 0), plus the number of active maintainers and whether contributors are growing, where known. Higher is lower risk.
- Innovation & surface — new capabilities in the feature ledger this year, API and MCP operations added, and the share of commits that are features: the mean of whichever we hold.
- Community health (open-source tools only) — each is a direction, not a size: contributors this year against last, the bus factor now against a year ago, and issues closed per issue opened, where steady scores 50, doubled 100 and halved 0; plus the median time to a maintainer's first reply (an hour scores about 100, a month or more 0). A commercial card has no repository and carries none of the four.
- Documented delivery (commercial tools) — when a vendor's documented new capabilities have slowed against its own baseline, that counts against the overall standing as heavily as two low dimensions. Steady delivery, or too little history to judge, leaves the standing alone; it is never a sixth score.
- Open-source tools are scored on repository signals; commercial tools on their published changelog. Ranks compare tools within one category and one profile and need at least five measured peers; the overall standing needs three ranked dimensions. Best-in-breed or consolidator is a shape, not a quality, and is never scored.
Release-note detail over time
See how much detail CybelAngel puts in its release notes, quarter by quarter, and compare it with tracked tools in the same category. This history uses up to ten retained, reviewed notes per tool; sparse or blank older quarters may reflect that limit.
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Coverage
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What CybelAngel connects to, runs on and detects, read from its release notes and docs. So far: 4 new detections, 1 new integration.
5 changes, tracked since Oct 15, 2026.
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Seen Oct 152026
new Cybercriminal channel monitoring for passwords, domains, and employee data
With employees
Starter generates your monitoring keywords and shows the real exposure found on cybercriminal channels: passwords, domains, employees.
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Seen Oct 152026
new Dark Web Monitoring on Autopilot
Premium dark web intelligence will flow straight into the platform. It will be matched to your keywords continuously, with no manual watch in between. Coverage becomes faster and more consistent, and relevant findings reach you as soon as they appear.
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Seen Oct 152026
new Exposed bucket detection for S3-compatible cloud storage providers
With Scaleway, Linode, IBM Cloud
Exposed bucket detection is going beyond AWS, Azure and Google Cloud. We are adding S3-compatible providers, starting with Scaleway, then Linode and IBM Cloud.
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Seen Oct 152026
new Telegram Impersonation Detection
Fraudulent Telegram channels using your brand or your executives' names will be detected automatically. Each one becomes an actionable report, like impersonation on other social networks.
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Seen Oct 152026
new Vendor Exposure Monitoring — attacker channel signal ingestion for supplier tracking
With attacker channels
We will connect what we see on attacker channels to the vendors you depend on.
Other 1
Nothing first seen in this window. That doesn't mean CybelAngel shipped nothing, only that we found no record of it.
How we count
Read from 9 of 10 release notes and docs updates we hold for CybelAngel. "First seen" is the earliest note that names something; "last" is the latest. Our history may start partway through CybelAngel's life, so an old integration can show a recent first-seen date.
Each change counts once: "added 40 checks" is one line, so the numbers measure how often coverage moves, not how big the catalogue is or how well it detects.
Releases
10 entries
No entries match these filters.
- October 202610
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