ToolDock is a multi-tenant server designed to expose your Python tools simultaneously via OpenAPI and MCP (Message-Channel Protocol) endpoints, enabling diverse client integrations from a single backend.

How does ToolDock support multi-tenancy and tool organization?

ToolDock features namespace-based routing. Each folder of Python tools (e.g., `tools/shared/`, `tools/team1/`) automatically becomes a separate, isolated MCP endpoint, providing robust multi-tenancy.

Can I update tools without restarting the ToolDock server?

Yes, ToolDock supports 'Hot Reload', allowing you to update and deploy your Python tools in specific namespaces or across all namespaces without needing a server restart.

What tools are available for managing and testing tools within ToolDock?

ToolDock provides a comprehensive Admin UI with an integrated code editor, an interactive playground to test tools via Direct or MCP transport, and persistent daily JSON log files for monitoring.

What kind of client integrations does ToolDock facilitate?

ToolDock can integrate with any client that consumes OpenAPI (RESTful API) or MCP endpoints. It offers direct integration examples for popular clients like LiteLLM and Claude Desktop.

ToolDock

Name: ToolDock
Author: ponmeloco

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Serves Python tools via a single backend, simultaneously exposing them through OpenAPI and MCP endpoints for diverse client integrations.

ToolDock

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Serves Python tools via a single backend, simultaneously exposing them through OpenAPI and MCP endpoints for diverse client integrations.

ToolDock is a robust, multi-tenant tool server designed to centralize and expose your Python-based utilities. It offers dual-transport capabilities, allowing tools to be accessed via both OpenAPI (RESTful) and MCP (Streamable HTTP) protocols from the same codebase. With features like a React-based Admin UI for code editing, playground, and logs, namespace-based routing for multi-team environments, and hot-reloading for rapid development, ToolDock simplifies tool management and integration with systems like AI agents (e.g., LiteLLM, Claude Desktop) or other applications requiring flexible tool access.

主要功能

010 GitHub stars

02Admin UI with code editor, playground, and logs

03Multi-Tenant namespace-based routing for tool organization

04Dual Transport: Exposes tools via OpenAPI and MCP simultaneously

05Hot Reload: Update tools without server restarts

06Interactive Playground: Test tools with Direct or MCP transport

使用案例

01Exposing custom Python tools to AI agents and large language models (LLMs)

02Centralizing and managing shared utilities for development teams across multiple namespaces

03Rapidly developing, testing, and iterating on Python tools with a built-in UI and hot-reloading

ToolDock

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GH Issues Auto-Fixer

Discord Integration

ToolDock

主要功能

使用案例

Neon

Figma Context

Magic

Diagram Maker & Visualizer

GH Issues Auto-Fixer

Discord Integration

主要功能

使用案例