Agentic Workbench
Enables sending messages to Slack channels through a hierarchical tool orchestration system.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Agentic Workbenchsend a Slack message to #general reminding everyone about the 2pm meeting"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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_taskHierarchische Navigation mit günstigem LLM (Cerebras/Gemini)
Nur Ergebnisse werden zurückgegeben
Related MCP server: MCP Gateway
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
This server cannot be deployed
Maintenance
Related MCP Connectors
The OpenRouter for tools. One MCP connection gives any AI agent 254 hosted tools, pay per call.
One MCP endpoint for Claude, GPT & Gemini: 100+ tools + no-code connectors + agent workers.
LLM Orchestration Agent (Mcp)
- WauldoOAuthcom.wauldo
Stateless agentic tools over MCP: concept extraction, long-context, knowledge graph, planning.
Related MCP Servers
- AlicenseNot gradedqualityFmaintenanceA lightweight Claude MCP gateway that dynamically loads tools only when needed, cutting MCP token clutter by up to 95% and keeping your context lean, fast, and focused.6MIT
- AlicenseNot gradedqualityDmaintenanceReduces LLM context window overhead by proxying multiple MCP servers through a few efficient dispatch tools instead of registering hundreds of individual tool schemas. It supports multi-account routing and tool discovery for both CLI-based and persistent MCP server configurations.MIT
- AlicenseBqualityAmaintenanceAn MCP orchestration layer that aggregates multiple MCP servers while exposing only 8 meta-tools, dramatically reducing context window usage, and provides SLOP scripting, event monitoring, and tool customization.10MIT
- AlicenseNot gradedqualityDmaintenanceEnterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.MIT