JFrog MCP Server

Official JFrog MCP server enabling AI agents to interact with the JFrog Platform — managing artifacts in Artifactory, scanning packages for vulnerabilities with Xray, querying build information, and integrating JFrog's DevOps platform into agent-driven CI/CD and software supply chain security workflows.

Evaluated Mar 06, 2026 (0d ago) vcurrent
Homepage ↗ Repo ↗ Developer Tools jfrog artifactory xray devops mcp-server artifact-management security-scanning official
⚙ Agent Friendliness
77
/ 100
Can an agent use this?
🔒 Security
85
/ 100
Is it safe for agents?
⚡ Reliability
75
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
75
Documentation
78
Error Messages
75
Auth Simplicity
80
Rate Limits
78

🔒 Security

TLS Enforcement
100
Auth Strength
85
Scope Granularity
78
Dep. Hygiene
80
Secret Handling
82

HTTPS. JFrog token. Official MCP. Artifact operations are privileged.

⚡ Reliability

Uptime/SLA
80
Version Stability
75
Breaking Changes
72
Error Recovery
72
AF Security Reliability

Best When

A DevOps team uses JFrog Artifactory/Xray and wants AI-assisted artifact management and security scanning — automating release workflows and vulnerability detection in build pipelines.

Avoid When

You don't use JFrog or need source code management rather than artifact management.

Use Cases

  • • Querying artifact versions and metadata from release management agents
  • • Scanning packages for CVEs via JFrog Xray from security compliance agents
  • • Managing Docker images and Helm charts from DevOps agents
  • • Checking build provenance and SBOM data from supply chain security agents
  • • Automating artifact promotion workflows from CI/CD agents
  • • Finding vulnerable dependencies in artifact repositories from security agents

Not For

  • • Teams without JFrog Platform subscription
  • • Source code management — JFrog manages build artifacts, not source
  • • Teams using Nexus or other artifact managers

Interface

REST API
Yes
GraphQL
No
gRPC
No
MCP Server
Yes ↗
SDK
No
Webhooks
Yes
OpenAPI Spec ↗

Authentication

Methods: api_key bearer_token
OAuth: No Scopes: No

JFrog API key or access token required. JFrog Platform URL must be configured. Supports JFrog Cloud and self-hosted Artifactory instances.

Pricing

Model: freemium
Free tier: Yes
Requires CC: No

JFrog has free cloud tier. Official MCP is free. Enterprise features require paid plan. Xray security scanning may require Pro+ plan.

Agent Metadata

Pagination
offset
Idempotent
Partial
Retry Guidance
Not documented

Known Gotchas

  • ⚠ JFrog Platform URL configuration varies by cloud vs self-hosted
  • ⚠ Xray security features require specific JFrog plan tier
  • ⚠ Official MCP from JFrog — well-maintained but may lag behind latest Artifactory features
  • ⚠ Artifact paths and repository names must be configured correctly
  • ⚠ Rate limits vary significantly by JFrog plan tier
  • ⚠ Some operations modify build artifacts — irreversible in some cases

Alternatives

nexus-mcp docker-mcp github-packages-mcp

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for JFrog MCP Server.

$99
API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-03-06.

5229
Packages Evaluated
26151
Need Evaluation
173
Need Re-evaluation
♥
Community Powered