What is mcp-client-orchestrator?

A guide for connecting an AI agent to external MCP servers. MCP, or Model Context Protocol, is a standard way for an agent to use tools and access information from systems such as databases, GitHub, Slack, or local files.

Use it to query databases, read external messages or repositories, inspect available tools, and coordinate work across several connected services.

It helps an agent discover available tools and combine information from systems that it cannot access directly.

mcp-client-orchestrator — Skill for Claude Code and Codex by roedyrust

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add roedyrustam/vibes-plug --skill mcp-client-orchestrator

Clone the repo

git clone --depth 1 https://github.com/roedyrustam/vibes-plug

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/mcp-client-orchestrator/github.svg)](https://agentmods.dev/skills/roedyrustam/vibes-plug/mcp-client-orchestrator)

Your own site

<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/mcp-client-orchestrator"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/mcp-client-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/mcp-client-orchestrator"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/mcp-client-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 955 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00046	$0.00955
Opus 5	$0.00023	$0.00477
Sonnet 5	$0.00009	$0.00191
Haiku 4.5	$0.00005	$0.00096

Measured 7d ago against content hash 6d6a02226931, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

mcp-client-orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/mcp-client-orchestrator/SKILL.md · 77 lines

How it starts

The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MCP Client Orchestrator

English | Bahasa Indonesia

English

Orchestration & Integration

Connects and orchestrates with relevant domain skills like brainstorming, zero-to-prod-orchestrator, and project-context-mapper to ensure cohesive execution.

Description

While mcp-server-architect teaches the agent how to build servers, this skill teaches the agent how to consume them as an MCP Client. This grants the agent "superpowers" by securely interacting with local PostgreSQL databases, GitHub repos, Figma APIs, and Slack channels in real-time, autonomously, using available MCP tool sets.

Trigger Conditions

Activate this skill when:

The user asks the agent to query the database, but the agent doesn't have a direct SQL tool.
The user needs real-time context from an external system (e.g., "Read the latest Slack messages about this bug").
The user wants the agent to orchestrate multiple tools across different domains simultaneously.

Core Concepts

1. MCP Resource & Tool Discovery

Before assuming a capability doesn't exist, the agent should dynamically inspect available tools.

Use list_resources or check mcp_config.json to see what servers are running.
Understand that MCP tools proxy capabilities securely. If there's a postgres_mcp, the agent can execute execute_sql through it.

2. Workflow Orchestration

Example: "Find the bug reported on GitHub and fix it."

Use the GitHub MCP to search_issues.
Extract the stack trace from the issue comment.
Use grep_search to find the failing code.
Use autonomous-tdd-debugger to fix and test it.
Use the GitHub MCP to create_pull_request.

Best Practices

Never guess schema: Always use MCP tools like list_tables or get_schema before writing a query.
Respect Rate Limits: If calling external APIs via MCP, avoid looping rapidly without timeouts.

Integration with Other Skills (MANDATORY)

doku-mcp-server — An example of a specific MCP server the agent can orchestrate.
ai-llm-integration-expert — Provides context on how MCP fits into the broader LangGraph/AI landscape.
multi-agent-orchestration — Used when delegating different MCP tool calls to specialized subagents.

Read the full file on GitHub · 77 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

7d ago First seen · 77 lines · 46 tokens per session scan A 6d6a02226931

Subscribe to this mod's changes

mcp-client-orchestrator is a skill published in the GitHub repository roedyrustam/vibes-plug (50 stars, last pushed 3d ago), licensed MIT. It adds 46 tokens to every session and 955 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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