mcp-dynamic-orchestrator

Original：🇺🇸 English

Translated

3 scriptsChecked / no sensitive code detected

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.

6installs

Sourcesecondsky/claude-skills

Added on2026-05-24

NPX Install

npx skill4agent add secondsky/claude-skills mcp-dynamic-orchestrator

SKILL.md Content

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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:

Discover via
```
list_mcp_capabilities
```
.
Inspect via
```
describe_mcp
```
to see available operations.
Use those operations via
```
execute_mcp_code
```
.

How to use

Call
```
list_mcp_capabilities
```
with a natural language query or filters to see which MCPs exist.
For a chosen MCP (e.g.
```
cloudflare
```
), call
```
describe_mcp
```
to understand its operations.
Write TypeScript/JavaScript that imports from
```
mcp-clients/<id>
```
and calls the exported functions.
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.