ToolTrust
F78/100
jfrog

jfrog-mcp-jfrog

mcp0.0.1

@jfrog

Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.

By jfrog | 63 findings | Scanned 5/30/2026 | tooltrust-scanner/v0.3.13 | 115

10 High15 Medium7 Low31 Info

Risk Summary

Block in Production

Dep Visibility + Excessive Permissions risk is significant. Avoid using this in production agents.

Potential impact: This finding indicates the tool should be reviewed before it is trusted.

Recommended action: This tool should stay disabled in production agents until the flagged risks are fixed and the scan is clean.

{
  "mcpServers": {
    "jfrog-mcp-jfrog": {
      "disabled": true
    }
  }
}

Security Findings (63)

  • HighAS-002

    ⚠️Excessive Permissions ×8

    tool declares exec permission

    jfrog_create_local_repositoryjfrog_create_remote_repositoryjfrog_create_virtual_repositoryjfrog_create_projectjfrog_execute_aql_query

    tool declares network permission

    jfrog_create_remote_repositoryjfrog_execute_aql_queryjfrog_get_package_info

    Fix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.

  • HighAS-010

    🔑Insecure Secret Handling ×2

    input parameter "enableTokenAuthentication" appears to accept a secret or credential

    jfrog_create_remote_repository

    input parameter "password" appears to accept a secret or credential

    jfrog_create_remote_repository

    Fix: Avoid accepting raw credentials as input parameters. Use secret managers (e.g. 1Password CLI, AWS Secrets Manager) and ensure credentials are never logged or stored in agent traces.

  • MediumAS-002

    ⚠️Excessive Permissions ×15

    tool declares fs permission

    jfrog_create_local_repositoryjfrog_create_remote_repositoryjfrog_create_virtual_repositoryjfrog_set_folder_propertyjfrog_create_projectjfrog_create_permission_targetjfrog_update_permission_targetjfrog_delete_permission_targetjfrog_update_permission_resourcejfrog_delete_permission_resourcejfrog_get_artifacts_summary

    tool declares env permission

    jfrog_create_local_repositoryjfrog_create_remote_repositoryjfrog_create_virtual_repository

    tool declares db permission

    jfrog_execute_aql_query

    Fix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.

  • LowAS-011

    ℹ️Missing Rate-Limit / Timeout ×5

    tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration

    jfrog_create_local_repositoryjfrog_create_virtual_repositoryjfrog_create_projectjfrog_execute_aql_queryjfrog_get_package_info

    Fix: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.

  • LowAS-002

    ⚠️Excessive Permissions ×2

    input schema exposes 65 properties (threshold: 10)

    jfrog_create_remote_repository

    input schema exposes 24 properties (threshold: 10)

    jfrog_create_virtual_repository

    Fix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.

  • InfoAS-014

    ℹ️Dependency Inventory Unavailable ×31

    Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.

    jfrog_check_availabilityjfrog_create_local_repositoryjfrog_create_remote_repositoryjfrog_create_virtual_repositoryjfrog_set_folder_propertyjfrog_list_repositoriesjfrog_list_buildsjfrog_get_specific_buildjfrog_list_runtime_clustersjfrog_get_runtime_specific_clusterjfrog_list_running_imagesjfrog_list_environmentsjfrog_list_projectsjfrog_create_projectjfrog_get_specific_projectjfrog_execute_aql_queryjfrog_get_package_infojfrog_get_package_versionsjfrog_get_package_version_vulnerabilitiesjfrog_get_vulnerability_infojfrog_get_package_curation_statusjfrog_list_permission_targetsjfrog_get_permission_targetjfrog_create_permission_targetjfrog_update_permission_targetjfrog_delete_permission_targetjfrog_get_permission_resourcejfrog_update_permission_resourcejfrog_replace_permission_resourcejfrog_delete_permission_resourcejfrog_get_artifacts_summary

    Fix: Review and remediate the identified issue.

Scan this tool yourself

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Install once, then scan any MCP server:

$ curl -sfL https://raw.githubusercontent.com/AgentSafe-AI/tooltrust-scanner/main/install.sh | bash
$ tooltrust-scanner scan --server "npx -y jfrog-mcp-jfrog"

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