How do I troubleshoot a server that won't connect?

First, try running the server command independently in your terminal. If it works there, check the Claude logs, validate your JSON configuration for syntax errors, and ensure you are using absolute paths for executables.

Does this skill support both Python and JavaScript/TypeScript?

Absolutely. The skill provides implementation patterns for both Python (using FastMCP) and Node.js (using the official MCP SDK).

What is an MCP server?

An MCP server is a provider that exposes tools, resources, and prompts to AI clients like Claude using the standardized Model Context Protocol over JSON-RPC.

Where is the Claude Desktop configuration file located?

On macOS, the configuration is found at ~/Library/Application Support/Claude/claude_desktop_config.json, and on Windows, it is located at %APPDATA%\Claude\claude_desktop_config.json.

Can I run multiple MCP servers simultaneously?

Yes, you can define multiple servers within the mcpServers object in your configuration file, allowing Claude to orchestrate tools from different sources at once.

MCP Server Orchestrator

Name: MCP Server Orchestrator
Author: organvm-iv-taxis

byorganvm-iv-taxis

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Developer Tools

Configures, deploys, and troubleshoots Model Context Protocol (MCP) servers to enhance AI agent workflows.

The MCP Server Orchestrator skill provides a comprehensive framework for managing Model Context Protocol infrastructure within AI development environments. It streamlines the setup of custom tool servers, manages multi-server configurations for Claude Desktop and Claude Code, and offers detailed troubleshooting workflows for connection and authentication issues. By enabling developers to build, integrate, and optimize MCP servers using Python or Node.js, this skill facilitates the creation of modular AI agent workflows that can interact seamlessly with local filesystems, databases, and external APIs.

Key Features

01Boilerplate templates for building custom servers using FastMCP or MCP SDK

02Step-by-step troubleshooting for JSON-RPC connection and authentication errors

03Multi-client configuration for Claude Desktop, Claude Code, and Cline

042 GitHub stars

05Schema-validated server deployment for Python (uvx) and Node.js (npx)

06Performance optimization strategies including lazy loading and connection pooling

Use Cases

01Setting up a local development environment with custom filesystem and database tools

02Debugging integration issues between Claude and third-party API servers

03Designing a modular multi-server architecture for specialized AI research or data tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add organvm-iv-taxis/a-i--skills mcp-server-orchestrator

For use in Claude.ai and ChatGPT

Download Skill