How do I get my Otreeba API Token?

Go to the Otreeba website, create an account or log in, and find your API credentials in the developer or account settings section.

Does it include lab test results for THC and CBD?

Yes! The get_flower_lab_data and get_oil_lab_data tools return exact percentages for cannabinoids including THC, CBD, and full terpene profiles.

Can I search for specific strain effects?

Yes, the search_strains tool allows you to search by keywords including common effects like 'relaxing', 'energetic', or 'focus'.

Can I find the seed company or lineage for a strain?

Yes! Use the search_strains tool to find seed company and lineage information for specific strains in the database.

Otreeba Cannabis API MCP Server for LangChain 6 tools — connect in under 2 minutes

Name: Otreeba Cannabis API
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 6 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Otreeba Cannabis API through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "otreeba-cannabis-api": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Otreeba Cannabis API, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Otreeba Cannabis API MCP Server

Connect Otreeba to any AI agent and access open, verified cannabis data -- search strains, get lab results (THC, CBD, terpenes), and explore cannabis brands through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Otreeba Cannabis API through native MCP adapters. Connect 6 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Strain Search -- Find cannabis strains by name, effects, or keywords
Lab Data -- Retrieve cannabinoid and terpene profiles for flower and oils
Brand Directory -- List and inspect cannabis producers and brands

The Otreeba Cannabis API MCP Server exposes 6 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Otreeba Cannabis API to LangChain via MCP

Follow these steps to integrate the Otreeba Cannabis API MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 6 tools from Otreeba Cannabis API via MCP

Why Use LangChain with the Otreeba Cannabis API MCP Server

LangChain provides unique advantages when paired with Otreeba Cannabis API through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Otreeba Cannabis API MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across Otreeba Cannabis API queries for multi-turn workflows

Otreeba Cannabis API + LangChain Use Cases

Practical scenarios where LangChain combined with the Otreeba Cannabis API MCP Server delivers measurable value.

RAG with live data: combine Otreeba Cannabis API tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Otreeba Cannabis API, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Otreeba Cannabis API tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Otreeba Cannabis API tool call, measure latency, and optimize your agent's performance

Otreeba Cannabis API MCP Tools for LangChain (6)

These 6 tools become available when you connect Otreeba Cannabis API to LangChain via MCP:

get_brand

Get details for a specific cannabis brand

get_flower_lab_data

) and terpene data for a specific strain. Get lab test results for cannabis flower

get_oil_lab_data

Get lab test results for cannabis oil/extracts

get_strain

Get full details for a specific cannabis strain

list_brands

List all cannabis brands available in Otreeba

search_strains

Use this to discover available strains in the Otreeba database. Search for cannabis strains by name or keyword

Example Prompts for Otreeba Cannabis API in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Otreeba Cannabis API immediately.

"Search for Indica strains that help with sleep."

"Get the lab data for Blue Dream flower."

"List all cannabis brands in the database."

Troubleshooting Otreeba Cannabis API MCP Server with LangChain

Common issues when connecting Otreeba Cannabis API to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Otreeba Cannabis API + LangChain FAQ

Common questions about integrating Otreeba Cannabis API MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.