MCP Servers

Agentic Workbench

An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.

README

Agentic Workbench

MCP-basierter Tool-Orchestrator mit hierarchischer Navigation.

Konzept

┌─────────────┐      1 Tool        ┌──────────────────┐     100+ Tools    ┌─────────────┐
│ Claude Code │  ◄──────────────►  │ Agentic Workbench│  ◄──────────────► │ MCP Servers │
└─────────────┘   (nur Ergebnis)   └──────────────────┘    (intern)       └─────────────┘

Problem: Claude Code lädt alle Tool-Definitionen in den Context (~50.000 Tokens bei 100+ Tools).

Lösung: Agentic Workbench:

Claude sieht nur 1 Tool: execute_task
Hierarchische Navigation mit günstigem LLM (Cerebras/Gemini)
Nur Ergebnisse werden zurückgegeben

Installation

# Mit uv (empfohlen)
uv pip install -e .

# Oder mit pip
pip install -e .

Verwendung

Als MCP-Server (für Claude Code)

{
  "mcpServers": {
    "workbench": {
      "command": "awb",
      "args": ["serve"]
    }
  }
}

Als CLI

awb run "Sende eine Slack-Nachricht an #general: Hallo Team!"

Katalog-Struktur

catalog/
├── communication/
│   ├── slack/
│   │   ├── _service.yaml
│   │   └── send_message.yaml
│   └── email/
└── database/
    └── postgres/

Entwicklung

# Dependencies installieren
uv pip install -e ".[dev]"

# Tests ausführen
pytest

# Linting
ruff check .

Lizenz

MIT

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