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mcp-code-execution

Optimize multi-tool workflow chains via MCP server integration for processing large datasets, files, or complex pipelines

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-conserve-mcp-code-execution
Or

Night Market Skill — ported from claude-night-market/conserve. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Table of Contents

  • Quick Start
  • When to Use
  • Core Hub Responsibilities
  • Required TodoWrite Items
  • Step 1 – Assess Workflow
  • Workflow Classification
  • MECW Risk Assessment
  • Step 2 – Route to Modules
  • Module Orchestration
  • Step 3 – Coordinate MECW
  • Cross-Module MECW Management
  • Step 4 – Synthesize Results
  • Result Integration
  • Module Integration
  • With Context Optimization Hub
  • Performance Skills Integration
  • Emergency Protocols
  • Hub-Level Emergency Response
  • Success Metrics

MCP Code Execution Hub

Quick Start

Basic Usage

```bash

Run the main command

python -m module_name

Show help

python -m module_name --help ```

Verification: Run with --help flag to confirm installation.

When To Use

  • Automatic: Keywords: code execution, MCP, tool chain, data pipeline, MECW
  • Tool Chains: >3 tools chained sequentially
  • Data Processing: Large datasets (>10k rows) or files (>50KB)
  • Context Pressure: Current usage >25% of total window (proactive context management)

MCP Tool Search (Claude Code 2.1.7+): When MCP tool descriptions exceed 10% of context, tools are automatically deferred and discovered via MCPSearch instead of being loaded upfront. This reduces token overhead by ~85% but means tools must be discovered on-demand. Haiku models do not support tool search. Configure threshold with ENABLE_TOOL_SEARCH=auto:N where N is the percentage.

Subagent MCP Access Fix (Claude Code 2.1.30+): SDK-provided MCP tools are now properly synced to subagents. Prior to 2.1.30, subagents could not access SDK-provided MCP tools — workflows delegating MCP tool usage to subagents were silently broken. No workarounds needed on 2.1.30+.

Read Full Documentation on GitHub

Metadata

Author@athola
Stars4473
Views1
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-athola-nm-conserve-mcp-code-execution": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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