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rayven122
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tumiki-dynamic-search-feature

Guide implementing, extending, and debugging Dynamic Search on MCP servers.

Updated Aug 27, 2026
Search Tags:#mcp#tool-discovery#dynamic-search#meta-tools#search_tools#describe_tools#execute_tool
One-click install
npx skills add https://github.com/rayven122/tumiki --skill tumiki-dynamic-search-feature
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tumiki-dynamic-search-feature
Source: https://github.com/rayven122/tumiki/tree/main/.claude/skills/tumiki-dynamic-search-feature
Command: npx skills add https://github.com/rayven122/tumiki --skill tumiki-dynamic-search-feature

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dynamic Searchの実装・拡張・デバッグを促進する包括的な開発ガイド。MCPサーバーのツール発見と実行フローの理解をサポートします。

Core Features & Use Cases

  • Dynamic Searchアーキテクチャの概要とモード（従来モードとDynamic Searchモード）の理解
  • メタツール（search_tools, describe_tools, execute_tool）の追加・統合・デバッグ
  • EE/CE分離アーキテクチャと実装/テスト手順の理解
  • MCPサーバー上のツール検索・実行のデベロッパー向け手順
  • AI検索・ツール実行の統合を加速する実務的ケース

Quick Start

Follow these guidelines to implement, extend, and debug the Dynamic Search feature on the MCP server.

Frequently Asked Questions about tumiki-dynamic-search-feature

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I implement dynamic tool discovery in an MCP server?▼

Dynamic tool discovery in an MCP server is implemented using meta-tools like search_tools, describe_tools, and execute_tool to enable runtime tool search and execution across proxy and server components.

What is the difference between traditional mode and Dynamic Search mode in MCP?▼

Dynamic Search mode differs from traditional mode by utilizing meta-tools for tool discovery and runtime execution, whereas traditional mode relies on direct tool exposure without an intermediate search and describe workflow.

How do I add new meta-tools to the MCP server for tool discovery?▼

Adding new meta-tools to the MCP server involves integrating them into the EE/CE separation architecture, following structured tooling workflows, and testing the tool discovery and execution flows across proxy components.

How does the EE/CE separation architecture affect MCP tool execution?▼

The EE/CE separation architecture structures MCP tool execution by isolating enterprise and community edition components, ensuring distinct implementation and testing procedures for dynamic search and meta-tool integration.

Why is my MCP dynamic search not finding the expected tools?▼

MCP dynamic search fails to find expected tools when meta-tools are incorrectly integrated into the proxy or server components, requiring structured debugging of the tool discovery, describe, and execute workflow.

Can I use dynamic search meta-tools to execute tools at runtime across MCP components?▼

Yes, you can use the execute_tool meta-tool to perform runtime tool execution across MCP proxy and server components after discovering and describing them using search_tools and describe_tools.

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