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BenchFleet MCP server

by jimbob1414·io.github.jimbob1414/benchfleet·v1.0.4
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Let AI agents use your real Android phones safely, with permissions, approvals and an audit log.

B77/100grade B
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Safety scan
B77/100

full report

Adoption
New

0 stars

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Nobody has reviewed BenchFleet yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

BenchFleet tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it

no findings
  • Code scan3 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identitynamespace and repository owner differ4/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How BenchFleet compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 50% of 48,255 servers

Install BenchFleet in Claude Code, Cursor or VS Code

Runs npx -y benchfleet-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add benchfleet -- npx -y benchfleet-mcp
Add to Cursor

BenchFleet: common questions

Is BenchFleet MCP server safe?
Mostly: it is graded B (77/100). Read the BenchFleet safety report
How do I install BenchFleet?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does BenchFleet need an API key?
Yes. The registry entry asks for BENCHFLEET_TOKEN.
Is BenchFleet maintained?
The last commit was 19 days ago (2026-10-16). The latest release is v1.0.4.
What can I use instead of BenchFleet?
Servers from other publishers that do the same job: SSH — policy-gated remote access MCP server and SSH Manager MCP server.

Alternatives to BenchFleet

Same job from other publishers: the closest match first, then the best rated.

  • SSH — policy-gated remote access
    Policy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log.
    B
  • SSH Manager
    SSH for AI agents: commands, files, backups and health, with approval, a vault and an audit trail
    A