CCM
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
mshegolev avatar

Harbor Registry Mcp

mshegolev/harbor-registry-mcp
authSTDIOregistry active
Summary

Connects to any Harbor 2.x registry (SaaS or self-hosted) and surfaces the cleanup operations DevOps teams actually need: storage reports broken down by project and repo, cleanup candidate suggestions based on age and pull history, and bulk deletion of untagged or old artifacts. The delete tools default to dry run and carry destructive hints so Claude will ask before wiping anything. Built with FastMCP over stdio, uses Pydantic validation, and includes scan vulnerability counts when available. Differentiates itself from other Harbor MCPs by going beyond basic list and get operations to expose the disk space reclamation workflows. Authentication via robot accounts recommended.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →

harbor-registry-mcp

PyPI Python License: MIT

MCP server for Harbor Registry. Lets an LLM agent (Claude Code, Cursor, OpenCode, etc.) list projects, repositories and artifacts, run storage reports, find cleanup candidates, and delete untagged or old artifacts — all with safety rails (dry-run by default for bulk delete).

Python, FastMCP, stdio transport.

Works with any Harbor 2.x instance — SaaS or self-hosted / on-prem.

Why another Harbor MCP?

A couple of community Harbor MCPs exist (nomagicln/mcp-harbor, bupd/harbor-mcp-server) but they expose only the basic list/get endpoints. This one adds storage reports, cleanup candidates, delete untagged, and delete old artifacts with dry-run — the operations DevOps engineers actually need to reclaim disk space.

Design highlights

  • Tool annotations — read-only tools get readOnlyHint: True; destructive ones (harbor_delete_*) carry destructiveHint: True so MCP clients ask for confirmation.
  • Dry-run by default on both bulk cleanups (harbor_delete_untagged, harbor_delete_old_artifacts) — the agent must pass dry_run=False to execute.
  • Structured output — every tool returns a typed payload (TypedDict) + a markdown summary.
  • Structured errors — 401 / 403 / 404 / 429 / 5xx mapped to actionable hints.
  • Pydantic input validation for every argument.
  • Vulnerability snapshot — harbor_list_artifacts surfaces scan status and counts if with_scan_overview is enabled.

Features (8 tools)

Discovery & inspection

  • harbor_list_projects — projects with repo counts and visibility
  • harbor_list_repos — repositories in a project
  • harbor_list_artifacts — artifacts in a repository with tags/size/scan status
  • harbor_storage_report — full project storage breakdown (all repos × all artifacts)

Cleanup planning

  • harbor_cleanup_candidates — suggest what to delete (untagged, never-pulled, old versions)

Cleanup execution (destructive)

  • harbor_delete_artifact — delete a single artifact by tag or digest
  • harbor_delete_untagged — delete all untagged artifacts in a project/repo (dry-run default)
  • harbor_delete_old_artifacts — keep N latest per repo, delete the rest (dry-run default)

Installation

Requires Python 3.10+.

# via uvx (recommended)
uvx --from harbor-registry-mcp harbor-registry-mcp

# or via pipx
pipx install harbor-registry-mcp

Configuration

claude mcp add harbor -s project \
  --env HARBOR_URL=https://harbor.example.com \
  --env HARBOR_USERNAME='robot$your-robot' \
  --env HARBOR_PASSWORD=your-robot-token \
  --env HARBOR_SSL_VERIFY=true \
  -- uvx --from harbor-registry-mcp harbor-registry-mcp

Or in .mcp.json:

{
  "mcpServers": {
    "harbor": {
      "type": "stdio",
      "command": "uvx",
      "args": ["--from", "harbor-registry-mcp", "harbor-registry-mcp"],
      "env": {
        "HARBOR_URL": "https://harbor.example.com",
        "HARBOR_USERNAME": "robot$your-robot",
        "HARBOR_PASSWORD": "${HARBOR_PASSWORD}",
        "HARBOR_SSL_VERIFY": "true"
      }
    }
  }
}

Check:

claude mcp list
# harbor: uvx --from harbor-registry-mcp harbor-registry-mcp - ✓ Connected

Environment variables

VariableRequiredDescription
HARBOR_URLyesHarbor URL (no trailing slash)
HARBOR_USERNAMEyesHarbor username — robot account recommended
HARBOR_PASSWORDyesPassword or robot token
HARBOR_SSL_VERIFYnotrue/false. Default: true.

Example usage

  • "Storage report for project einvy-pub"
  • "Find cleanup candidates in qa-assistant — keep latest 3"
  • "Delete all untagged artifacts in qa-assistant"
  • "Dry-run delete of old artifacts in qa-assistant/pgvector-rag, keep 1 latest"
  • "What's in einvy-pub/my-image?"

Safety

  • Read tools use readOnlyHint: True — no confirmation needed.
  • Delete tools use destructiveHint: True — clients should confirm.
  • harbor_delete_untagged and harbor_delete_old_artifacts both default to dry_run=True; the agent must explicitly set dry_run=False to actually delete.
  • harbor_cleanup_candidates is read-only — it only suggests candidates, never deletes.

Development

git clone https://github.com/mshegolev/harbor-registry-mcp.git
cd harbor-registry-mcp
pip install -e '.[dev]'
pytest

License

MIT © Mikhail Shchegolev

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →

Configuration

HARBOR_URL*

Harbor URL (e.g. https://harbor.example.com)

HARBOR_USERNAME*

Harbor username (robot account recommended for automation)

HARBOR_PASSWORD*secret

Harbor password or robot account token

HARBOR_SSL_VERIFYdefault: true

Verify SSL certificates (true/false). Set to 'false' for self-signed certs.

Registryactive
Packageharbor-registry-mcp
TransportSTDIO
AuthRequired
UpdatedApr 18, 2026
View on GitHub

More from mshegolev

  • Prometheus Mcp
  • Jaeger Mcp
  • Kibana Mcp
  • Sonarqube Mcp
  • Allure Testops Mcp3
  • Gitlab Ci Mcp