MCP Dynamic Orchestrator

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:

{
  "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:

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.