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Index › IT › Products › MeshCentral · November 2026 Edition

4 categories · Named, not ranked

MeshCentral

MeshCentral is an open source, multi-platform, self-hosted web site for remote device management, listed under remote monitoring and management · meshcentral.com ↗

–Too few to rank

7/14Models named it

0First choices

9Warnings

November 2026 Edition · all company sizes counted.

Ranked inRemote monitoring and management #48 mid-market Remote support and remote access #78 IT asset management #68 Network monitoring and management #84

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. MeshCentral has 9.

Why models recommend it

“Best Self-Hosted / Open-Source: MeshCentral & Tactical RMM”Gemini 3.5 Flash · Budget-constrained question · alternative

What gives them pause

“tools like MeshAgent and Ammyy Admin showed up in EDR incidents far more often than in legitimate IT deployments”Muse Glimmer 30B · Negative question · warning

“Acronis identifies it as one of the most abused remote access tools in incident data.”DeepSeek V4 Flash · Negative question · warning

“Cited as routinely deployed by attackers to blend in with normal traffic”Muse Glimmer 30B · Negative question · warning

“Prefer open-source/self-hosted alternatives like MeshCentral (with caveats for its own vulns).”Grok 4.20 · Negative question · warning

Also on the shortlist

The products named in the same answers as MeshCentral, over the 14 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
ConnectWise ScreenConnect	9	0	View →
AnyDesk	8	0	View →
Atera	7	2	View →
BeyondTrust Remote Support	7	0	View →
SimpleHelp	7	0	View →
TeamViewer	6	0	View →
Ammyy Admin	5	0	View →
Syncro	4	1	View →
Kaseya VSA	4	0	View →
NinjaOne RMM	4	0	View →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on MeshCentral's own site, not checked by Gane.

For: your devices
Price stated: available freely on NPM
Free plan or trial: Freely manage your devices.

Visit meshcentral.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named MeshCentral came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 13 of the 14 answers that named MeshCentral and are not a share of its labels.

Domains cited

acronis.com9

cisa.gov7

techcommunity.microsoft.com6

redcanary.com4

reddit.com4

bleepingcomputer.com3

logmein.com3

safeguard.sh3

softwareadvice.com3

spotsaas.com3

Forty-five of the forty-five domain citations in answers naming MeshCentral came from a third party's page.

Pages cited

acronis.com/en/tru/posts/the-remote-access-blind-spot-an-analysis-of-rmm-tool-risk-for-smb8

acronis.com/en/tru/posts/remote-access-hardening-playbook-reducing-rmm-tool-risk-for-smbs6

techcommunity.microsoft.com/blog/microsoft-defender-experts/keys-to-the-kingdom-rmm-exploi6

cisa.gov/sites/default/files/2023-06/guide_to_securing_remote_access_software.pdf5

cisa.gov/news-events/cybersecurity-advisories/aa23-025a4

cisa.gov/sites/default/files/2023-06/Guide%20to%20Securing%20Remote%20Access%20Software_cl4

redcanary.com/threat-detection-report/trends/rmm-tools3

safeguard.sh/resources/blog/are-remote-support-tools-the-riskiest-software-you-run3

Pages are listed as the models cited them.

By model

How each model answered on MeshCentral across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	Alternative	Mention	Warning	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	1	0	0	1
Perplexity Sonar	0	0	0	0
Grok 4.20	0	0	2	2
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	1	1
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	1	0	1
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	1	2	3