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Mcp Dynamic Orchestrator

Dynamic MCP server discovery and code-mode execution via central registry. Use for multiple MCP integrations, tool discovery, progressive disclosure, or encountering MCP context bloat, changing server sets, large tool sets.

By secondsky
20230Updated 1 week agoTypeScriptMIT

Skill Content

## Overview

Use this skill to:
- Discover which MCP servers are available and what they are for.
- Inspect a specific MCP's capabilities without loading all tool schemas.
- Execute TypeScript/JavaScript that calls MCP tools via generated `mcp-clients/*` modules.

If no MCP servers are configured, `list_mcp_capabilities` will respond with an empty list
and a message pointing to `skills/mcp-dynamic-orchestrator/mcp.registry.json` so the user
can add MCP entries.

This skill reads from `mcp.registry.json`, so adding an MCP entry there (for example the
Cloudflare MCP) automatically makes it discoverable without changing tool wiring.

## Cloudflare MCP example

The Cloudflare MCP server can be configured in `mcp.registry.json` like this:

```json
{
  "id": "cloudflare",
  "title": "Cloudflare platform MCP",
  "summary": "Interact with Cloudflare's MCP endpoint for documentation, examples, and platform operations exposed via the official Cloudflare MCP server.",
  "mcp": {
    "transport": "stdio",
    "command": "npx",
    "args": [
      "mcp-remote",
      "https://docs.mcp.cloudflare.com/sse"
    ]
  },
  "domains": ["cloudflare", "workers", "kv", "r2", "queues", "zero_trust", "networking", "security", "observability"],
  "tags": ["cloudflare", "platform", "infra", "docs", "workers", "mcp"],
  "examples": [
    "Fetch Cloudflare Workers documentation for a specific API.",
    "Search Cloudflare platform docs for queues or KV usage patterns.",
    "Look up configuration guidance for Zero Trust or networking features."
  ],
  "sensitivity": "low",
  "visibility": "default",
  "priority": 10,
  "autoDiscoverTools": true
}
```

With this entry present:
- `list_mcp_capabilities` will return `cloudflare` when queries mention Cloudflare, Workers, KV, R2, Queues, etc.
- `describe_mcp` with `id: "cloudflare"` will surface concise tool summaries from the Cloudflare MCP server.
- `execute_mcp_code` lets the agent write TypeScript such as:

```ts
import * as cloudflare from "mcp-clients/cloudflare";

async function main() {
  const docs = await cloudflare.search_docs({ query: "Workers KV" });
  console.log(docs.summary);
}
```

The actual available functions under `mcp-clients/cloudflare` are generated dynamically
from the MCP tool definitions; the agent should always:
1. Discover via `list_mcp_capabilities`.
2. Inspect via `describe_mcp` to see available operations.
3. Use those operations via `execute_mcp_code`.

## How to use

1. Call `list_mcp_capabilities` with a natural language query or filters to see which MCPs exist.
2. For a chosen MCP (e.g. `cloudflare`), call `describe_mcp` to understand its operations.
3. Write TypeScript/JavaScript that imports from `mcp-clients/<id>` and calls the exported functions.
4. Run your code with `execute_mcp_code`, optionally restricting `allowedMcpIds` for safety.

## Rules

- Do not assume individual MCP tools are top-level tools.
- Always: discover → describe → generate code → `execute_mcp_code`.
- Request `detail: "schema"` in `describe_mcp` only when exact parameter shapes are required.

## Known Limitations

### Sandbox Security (CRITICAL)

⚠️ **The current sandbox implementation is NOT secure for untrusted code.**

- Uses `vm.createContext()` which is NOT a security boundary
- Can be escaped via prototype pollution, require() manipulation, etc.
- **Only enable for Claude-generated code** (trusted source)
- Requires `MCP_ORCH_ENABLE_SANDBOX=1` environment variable
- See `references/security-model.md` for complete security details

### Other Limitations

- **No TypeScript compilation**: User code in `.ts` format will fail
- **No module resolution**: Imports from `mcp-clients/*` don't resolve; use `$call()` API
- **Static registry**: Adding/removing MCPs requires restart
- **Limited error handling**: Generic errors for MCP connection failures

For detailed troubleshooting, see `references/troubleshooting.md`.

## Production Status

**What's Working** ✅:
- Discovery via `list_mcp_capabilities` (fully functional)
- Inspection via `describe_mcp` (fully functional)
- Registry management (16 MCPs configured)
- MCP clients (stdio + HTTP transports)
- Safety controls (visibility, sensitivity, policies)

**What's Limited** 🟡:
- Code execution (requires env flag, sandbox not secure)
- Testing (basic smoke tests only)

**What's Planned** 🔮:
- Secure sandbox with Worker threads (v1.1)
- TypeScript compilation support (v1.1)
- Module resolution (v1.1)
- Dynamic registry updates (v1.2)

For complete roadmap, see `plan.md` in repository root.

How to use

  1. Copy the skill content above
  2. Create a .claude/skills directory in your project
  3. Save as .claude/skills/claude-skills-mcp-dynamic-orchestrator.md
  4. Use /claude-skills-mcp-dynamic-orchestrator in Claude Code to invoke this skill

Claude Code Skills Collection

142 production-ready skills for Claude Code CLI

Version 3.5.0 | Last Updated: 2026-07-18

<div align="center">

🔌 Platform Support

This repository uses Claude Plugin Patterns — natively supported by:

PlatformStatusNotes
Claude CodeNativeFull marketplace support
Factory DroidNativeFull marketplace support
</div> **For all other Platforms like opencode, codex and others, you can use https://github.com/enulus/OpenPackage **

A curated collection of battle-tested skills for building modern web applications with Cloudflare, AI integrations, React, Tailwind, and more.

PS: if skills.sh warns about any skill: Their scan process is a outdated LLM which flags newest versions pins (like in ZOD) as non existent and by that potentially malicous.


Quick Start

Marketplace Installation (Recommended)

# Add the marketplace
/plugin marketplace add https://github.com/secondsky/claude-skills

# Install individual skills as needed
/plugin install cloudflare-d1@claude-skills
/plugin install tailwind-v4-shadcn@claude-skills
/plugin install gemini-cli@claude-skills

See MARKETPLACE.md for complete catalog of all 139 skills.

Bulk Installation (Contributors)

# Clone the repository
git clone https://github.com/secondsky/claude-skills.git
cd claude-skills

# Install all 139 skills at once
./scripts/install-all.sh

# Or install individual skills
./scripts/install-skill.sh cloudflare-d1

Repository Structure

This repository contains 139 production-tested skills for Claude Code, each focused on a specific technology or capability.

Individual Skills: Each skill is a standalone unit with:

  • SKILL.md - Core knowledge and guidance
  • Templates - Working code examples
  • References - Extended documentation
  • Scripts - Helper utilities

Installation Options:

  1. Individual - Install only the skills you need via marketplace
  2. Bulk - Install all 139 skills using ./scripts/install-all.sh

Available Skills (139 Individual Skills)

Each skill is individually installable. Install only the skills you need.

Full Catalog: See MARKETPLACE.md for detailed listings.

Categories

CategorySkillsExamples
tooling22turborepo, plan-interview, code-review
frontend26nuxt-v4, nuxt-v5, tailwind-v4-shadcn, tanstack-query, nuxt-studio, maz-ui, threejs
cloudflare21cloudflare-d1, cloudflare-workers-ai, cloudflare-agents
api16api-design-principles, graphql-implementation
ai7gemini-cli, ml-model-training, tanstack-ai
web10hono-routing, firecrawl-scraper, web-performance
security5csrf-protection, xss-prevention
mobile5react-native-app, react-native-skills
woocommerce4woocommerce-backend-dev
testing4vitest-testing, playwright-testing
design4design-review, design-system-creation
auth4better-auth
architecture3microservices-patterns, architecture-patterns
data2recommendation-engine, recommendation-system
cms2hugo, wordpress-plugin-core
database1drizzle-orm-d1
seo2seo-optimizer, seo-keyword-cluster-builder
documentation1technical-specification

How It Works

Auto-Discovery

Claude Code automatically checks ~/.claude/skills/ for relevant skills before planning tasks:

User: "Set up a Cloudflare Worker with D1 database"
           ↓
Claude: [Checks skills automatically]
           ↓
Claude: "Found cloudflare-d1 skills.
         These prevent 12 documented errors. Use them?"
           ↓
User: "Yes"
           ↓
Result: Production-ready setup, zero errors, ~65% token savings

Note: Due to token limits, not all skills may be visible at once. See ⚠️ Important: Token Limits below.

Skill Structure

Each skill includes:

skills/[skill-name]/
├── SKILL.md              # Complete documentation
├── .claude-plugin/
│   └── plugin.json       # Plugin metadata
├── templates/            # Ready-to-copy templates
├── scripts/              # Automation scripts
└── references/           # Extended documentation

Recent Additions

July 2026

Offensive Security (new category):

  • cybersecurity — Unified OSS-only cybersecurity skill with progressive disclosure. Fuses 7 community skills (mukul975 business-logic/XSS/host-header/forced-browsing/open-redirect, rysweet/amplihack cybersecurity-analyst, Aradotso security-detections-mcp) ported to fully open-source tooling (OWASP ZAP, Dalfox, ffuf, Nuclei, mitmproxy, interact.sh, Semgrep, Sigma). Covers threat modeling (STRIDE/PASTA/VAST, MITRE ATT&CK), web-vuln testing, SAST, code audit, AI/LLM-app security, and detection engineering. Live-target testing is gated behind an authorization disclaimer; static analysis, code review, and threat modeling are always available. Cross-references the 5 existing defensive security plugins (csrf-protection, xss-prevention, vulnerability-scanning, security-headers-configuration, defense-in-depth-validation) for remediation. Integrates 20 Aradotso dev-security skills across 5 grouped reference docs.

May 2026

Supply Chain Security (cross-cutting):

  • dependency-upgrade expanded with Socket CLI integration — proactive malicious package detection, typosquatting alerts, and CI/CD security gates. New 418-line reference guide, 2 GitHub Actions templates, and expanded supply chain security comparison (3 tools)
  • 31 skills now include "Secure Installation" guidance — contextually-tailored security sections across all high-risk skill categories (scaffolding, MCP/agent SDKs, multi-provider installs, Docker, CI/CD). Covers 8 Bun skills, 5 Nuxt skills, 6 Cloudflare skills, 4 AI/agent skills, and 8 frontend/tooling skills
  • Supply chain security is now a first-class cross-cutting concern woven into the skill collection — not a standalone topic

February - April 2026

Full-Stack Frameworks:

  • nuxt-v5 (v1.0.0) - Full Nuxt 5 support with 4 skills (core, data, server, production), 3 diagnostic agents, and interactive setup wizard
  • threejs (v1.0.0) - 3D web graphics: scenes, geometries, shaders, animations, post-processing

Infrastructure:

  • JSON schema validation - Automated plugin.json validation with CI support
  • GitHub issue templates - Skill-specific issue templates for bug reports, feature requests, and submissions

Plugin Enhancements:

  • mutation-testing - Added Bun native runner support
  • dependency-upgrade - Added supply chain security content

December 2025 - January 2026

Frontend Expansion:

  • nuxt-studio (v1.0.0) - Visual CMS for Nuxt Content with live preview, OAuth auth, and R2 storage integration
  • maz-ui (v1.0.0) - 50+ Vue/Nuxt components with theming, i18n, form generation, and 14 composables

Developer Workflow:

  • plan-interview (v2.0.0) - Adaptive interview-driven spec generation with autonomous quality review
  • turborepo (v2.8.0) - Updated to official Vercel skill with enhanced monorepo build optimization

Mobile Development:

  • react-native-skills (v1.0.0) - React Native & Expo best practices with performance optimization patterns

Enhanced Authentication:

  • better-auth (v2.2.0) - Expanded to 18 framework integrations with 30+ authentication plugins

⚠️ Important: Token Limits

Skill Visibility Constraint

Claude Code has a 15,000 character limit for the total size of skill descriptions in the system prompt. This limit also applies to commands and agents.

What this means:

  • Not all 139 skills may be visible in Claude's context at once
  • Skills are loaded based on relevance and available token budget
  • You can verify how many skills Claude currently sees by asking: "How many skills do you see in your system prompt?"

Checking Visible Skills

To verify which skills are currently loaded:

# Ask Claude Code directly
"Check what skills/plugins you see in your system prompt"

Claude will report something like: "85 of 139 skills visible due to token limits"

Workaround: Increase Token Budget

You can double the headroom for skill descriptions by setting an environment variable:

# Increase limit to 30,000 characters
export SLASH_COMMAND_TOOL_CHAR_BUDGET=30000

# Then launch Claude Code
claude

This gives you approximately 2x more skill visibility in the system prompt.

Note: This is a temporary workaround. The Claude Code team is working on better solutions for skill discovery and loading.


Token Efficiency

MetricManual SetupWith SkillsSavings
Average Tokens12,000-15,0004,000-5,000~65%
Typical Errors2-4 per service0 (prevented)100%
Setup Time2-4 hours15-45 minutes~80%

Across all 139 skills: 400+ documented errors prevented.


Contributing

Prerequisites for Contributors

Install the official plugin development toolkit:

/plugin install plugin-dev@claude-code-marketplace

This provides:

  • /plugin-dev:create-plugin command (8-phase guided workflow)
  • 7 comprehensive skills (hooks, MCP, structure, agents, commands, skills)
  • 2 specialized agents (agent-creator, plugin-validator)

Quick Steps

  1. Create skill directory in plugins/
  2. Add SKILL.md with YAML frontmatter
  3. Run ./scripts/sync-plugins.sh
  4. Submit pull request

See CONTRIBUTING.md and PLUGIN_DEV_BEST_PRACTICES.md for detailed guidelines.


Documentation

DocumentPurpose
START_HERE.mdStart here! Quick navigation guide
PLUGIN_DEV_BEST_PRACTICES.mdRepository-specific best practices (marketplace, budget, quality)
MARKETPLACE.mdFull skill catalog and installation guide
MARKETPLACE_MANAGEMENT.mdTechnical infrastructure (plugin.json, scripts, validation)
CLAUDE.mdProject context and development standards
CONTRIBUTING.mdContribution guidelines

Links


Built with ❤️ by Claude Skills Maintainers

View source on GitHub