JFrog MCP Server (Official)

Official JFrog MCP server enabling AI agents to interact with JFrog's DevOps platform — managing artifacts in Artifactory, running Xray security scans, querying build information, and monitoring distribution pipelines.

Evaluated Mar 06, 2026 (0d ago) vcurrent
Homepage ↗ Repo ↗ Developer Tools jfrog artifactory xray mcp-server official devops artifact-management security-scanning
⚙ Agent Friendliness
76
/ 100
Can an agent use this?
🔒 Security
87
/ 100
Is it safe for agents?
⚡ Reliability
83
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
78
Documentation
82
Error Messages
78
Auth Simplicity
72
Rate Limits
65

🔒 Security

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

HTTPS enforced. Permission-based access tokens. FedRAMP, SOC 2, ISO 27001. Enterprise DevSecOps platform with strong security.

⚡ Reliability

Uptime/SLA
88
Version Stability
85
Breaking Changes
82
Error Recovery
78
AF Security Reliability

Best When

An agent needs to query artifact status, security scans, or manage the JFrog DevOps platform in an enterprise DevSecOps pipeline.

Avoid When

You're using GitHub Packages, Nexus, or AWS ECR — use those platforms' native APIs.

Use Cases

  • • Querying artifact metadata and security scan results from CI/CD agents
  • • Triggering Xray security scans on new artifacts from deployment agents
  • • Checking artifact promotion status across repositories
  • • Analyzing security vulnerabilities in artifact dependencies via agents
  • • Managing Artifactory repositories and permissions from DevOps agents

Not For

  • • Teams using Nexus, AWS ECR, or GitHub Packages as artifact registry
  • • Simple Docker Hub pulls (no JFrog subscription needed)
  • • Non-JFrog artifact management workflows

Interface

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

Authentication

Methods: api_key access_token basic_auth
OAuth: No Scopes: Yes

JFrog access tokens with permission group scope. API keys are legacy. Identity tokens for CI/CD. Fine-grained permissions per repository.

Pricing

Model: per-seat
Free tier: Yes
Requires CC: No

Free tier limited. Enterprise features (Xray, Pipelines) require higher tiers. JFrog is premium-priced for enterprise DevOps.

Agent Metadata

Pagination
cursor
Idempotent
Full
Retry Guidance
Not documented

Known Gotchas

  • ⚠ JFrog instance URL varies per deployment (cloud.jfrog.io vs self-hosted)
  • ⚠ Xray scans are async — agents must poll for scan completion
  • ⚠ Repository key naming conventions are important — agents must use correct repo keys
  • ⚠ Access tokens have expiry by default — implement refresh logic
  • ⚠ Self-hosted vs cloud JFrog have slight API differences
  • ⚠ Virtual repositories aggregate multiple repos — understand the routing model

Alternatives

github-mcp aws-ecr-api nexus-api

Full Evaluation Report

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

$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
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