mcp-conductor

mcp-conductor is a skill for Claude Code from Adit-Jain-srm/skill-forge. It costs 90 tokens per session (1,432 once invoked), scanned A, original, MIT.

A guide for coordinating several MCP servers, which are tools that let an agent access external services or data. It describes workflows where search results feed scraping, code lookup, and analysis.

In plain words
What is it for?
Use it for multi-source research, comparisons, competitive analysis, and automations. Example jobs include finding relevant pages, extracting their contents, and checking mentioned implementations in GitHub.
Why use it?
It helps with tasks that need information from multiple sources instead of relying on one tool or one shallow result. It also supports checking claims across sources and tracking changes over time.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the skill-forge plugin — 19 skills shipped together

Good fit Use it for multi-source research, comparisons, competitive analysis, and automations. Example jobs include finding relevant pages, extracting their contents, and checking mentioned implementations in GitHub.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/adit-jain-srm/skill-forge/mcp-conductor
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 Adit-Jain-srm/skill-forge --skill mcp-conductor
Clone the repo
git clone --depth 1 https://github.com/Adit-Jain-srm/skill-forge

Made for: Claude Code.

Or install skill-forge, the plugin that ships this one along with the rest of its 19 skills.

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.

agentmods badge for mcp-conductor

README.md
[![agentmods](https://agentmods.dev/badge/skills/adit-jain-srm/skill-forge/mcp-conductor/github.svg)](https://agentmods.dev/skills/adit-jain-srm/skill-forge/mcp-conductor)
Your own site
<a href="https://agentmods.dev/skills/adit-jain-srm/skill-forge/mcp-conductor"><img src="https://agentmods.dev/badge/skills/adit-jain-srm/skill-forge/mcp-conductor/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.

agentmods 80×15 button for mcp-conductor

Your own site · 80×15
<a href="https://agentmods.dev/skills/adit-jain-srm/skill-forge/mcp-conductor"><img src="https://agentmods.dev/badge/skills/adit-jain-srm/skill-forge/mcp-conductor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,432 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.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00090 $0.01432
Opus 5 $0.00045 $0.00716
Sonnet 5 $0.00018 $0.00286
Haiku 4.5 $0.00009 $0.00143

Measured 9d ago against content hash ee926ffc0632, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

mcp-conductor 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 9d 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-conductor/SKILL.md · 159 lines

How it starts

The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MCP Conductor — Multi-Server Orchestration

Overview

Teach your AI agent to orchestrate multiple MCP servers as a unified intelligence pipeline. Single MCP calls give shallow results. Chaining them gives 10x depth.

When to Use

  • Task requires data from 2+ sources (search + scrape + analyze)
  • User asks to "research" something (implies multi-source)
  • Need to validate information across sources
  • Building a comparison or competitive analysis
  • Monitoring for changes over time
  • Any workflow where one tool's output feeds another tool's input

Orchestration Patterns

Pattern 1: Research Pipeline

TASK: "Research how company X handles authentication"

Step 1: DISCOVER (Exa MCP)
  → web_search_exa: "company X authentication architecture blog"
  → Returns: 5-10 relevant URLs

Step 2: EXTRACT (Bright Data MCP)  
  → scrape_as_markdown: each URL from Step 1
  → Returns: full page content as markdown

Step 3: ANALYZE (Agent reasoning)
  → Read all scraped content
  → Extract: patterns, technologies, trade-offs
  → Cross-reference findings

Step 4: ENRICH (GitHub MCP / gh CLI)
  → Search for open-source implementations mentioned
  → Read relevant source code for concrete examples

Step 5: SYNTHESIZE (Agent output)
  → Combine all sources into structured analysis
  → Cite sources, compare approaches, recommend

Pattern 2: Competitive Intelligence

TASK: "Compare all tools that solve X"

Step 1: SEARCH (Exa MCP — semantic search)
  → "tools libraries frameworks for X comparison 2026"
  
Step 2: VALIDATE (GitHub — verify repos exist and are active)
  → gh repo view each candidate — check stars, last push, activity
  → Filter: only repos pushed in last 90 days with 100+ stars

Step 3: DEEP-READ (Bright Data — get full documentation)
  → Scrape README, docs pages, getting-started guides
  
Step 4: ANALYZE (Agent — structured comparison)
  → Feature matrix, trade-offs, community health, performance claims
  → Output: ranked recommendation with evidence

Read the full file on GitHub · 159 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.

  1. 9d ago First seen · 159 lines · 90 tokens per session scan A ee926ffc0632

Subscribe to this mod's changes

mcp-conductor is a skill published in the GitHub repository Adit-Jain-srm/skill-forge (2 stars, last pushed 2mo ago), licensed MIT. It adds 90 tokens to every session and 1,432 once invoked, about $0.0005 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 2026-08-31.

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