Content
# :link: Langdock MCP Server
[](LICENSE)
[](https://www.python.org/)
[](https://modelcontextprotocol.io/)
**Complete Model Context Protocol server for the Langdock API -- 35 tools.**
A fully-featured MCP server that exposes the entire Langdock platform to any MCP-compatible client. Includes an AutoGen multi-agent team for advanced orchestration.
## Tool Categories
| Category | Tools | Description |
|----------|-------|-------------|
| **Agent Management** | 7 | Create, get, update, disable agents; chat; upload files; list models |
| **Completions** | 4 | OpenAI, Anthropic, Google Gemini, Mistral -- EU GDPR-compliant proxy |
| **Knowledge Folders** | 4 | Upload documents, semantic search, list, delete |
| **Integrations** | 5+ | CRUD operations, actions, triggers, auth management |
| **User Management** | 3 | List, invite, update users |
| **Usage & Audit** | 2 | Export usage data, query audit logs |
| **+ more** | | 35 tools total |
## Setup
```bash
git clone https://github.com/Flissel/langdock-mcp.git
cd langdock-mcp
pip install -r requirements.txt
# Set your API key
export LANGDOCK_API_KEY="your-key-here"
# Start the MCP server
python server.py
```
## Usage
### As an MCP server
Add to your MCP client configuration:
```json
{
"mcpServers": {
"langdock": {
"command": "python",
"args": ["server.py"],
"env": {
"LANGDOCK_API_KEY": "your-key-here"
}
}
}
}
```
### AutoGen multi-agent team
```bash
python team.py
```
The included `team.py` sets up an AutoGen multi-agent team that coordinates through the Langdock API for complex workflows.
### Example: Chat with an agent
```python
# Via MCP tool call
langdock_agent_chat(agent_id="abc123", message="Summarize Q1 results")
```
### Example: GDPR-compliant completion
```python
# Routes through Langdock's EU infrastructure
langdock_completion(provider="openai", model="gpt-4o", messages=[...])
```
## Project Structure
```
langdock-mcp/
server.py # MCP server entry point
team.py # AutoGen multi-agent team
tools/
agents.py
completions.py
knowledge.py
integrations.py
users.py
usage.py
audit.py
requirements.txt
```
## License
MIT -- Felix Baumann ([@Flissel](https://github.com/Flissel))
