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integrate-mcp-server

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Wire MCP servers into AnimalAL-v1 with ease.

Software Engineering#integration#mcp#plugin#kernel#tests#nested kernel
Authordezverev
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill guides engineers through adding a new MCP (Model Context Protocol) server integration to AnimalAL-v1 by creating a nested kernel plugin that wraps the MCP server, wiring a dedicated system message, registering the plugin in StandardKernel, and adding integration tests.

Core Features & Use Cases

  • Structured integration workflow: defines the end-to-end steps from MCP server identification to plugin registration and test coverage.
  • Standardized system messaging: ensures sub-kernel communications are explicit and do not fabricate data.
  • Test-driven integration: emphasizes integration tests to validate tool exposure and behavior.

Quick Start

Follow the workflow to add a new MCP server integration:

  1. Identify the MCP server name, run command, and tool descriptors.
  2. Create a Nested[Name]Plugin (e.g. NestedFetchPlugin) and expose a main agent (e.g. FetchAgent) that interacts with the MCP server.
  3. Add a dedicated system message constant in KernelConstants and register the plugin in StandardKernel.
  4. Create integration tests that demonstrate the agent handling a prompt like "integrate MCP server" and verify tool usage.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: integrate-mcp-server
Download link: https://github.com/dezverev/AnimalAL-v1/archive/main.zip#integrate-mcp-server

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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