How do I generate an API Access Token in ONES?

Log in to your ONES Management Console, navigate to [Settings] → [API Authentication], and click 'Create Token'. Make sure to copy it immediately as it will only be shown once.

Where can I find my Organization ID?

Your Organization ID (often a UUID) can be found in the URL of your ONES dashboard or in the [Organization Profile] section of the Management Console.

Can I update the status of a task through the agent?

Yes. Use the `update_task` tool and provide the task UUID and the new status UUID. You can find available status UUIDs by checking the project's workflow with `list_workflows`.

ONES MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: ONES
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect ONES 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({
        "ones": {
            "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 ONES, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 ONES MCP Server

Empower your AI agent to orchestrate your R&D lifecycle with ONES, the leading enterprise project management platform. By connecting ONES to your agent, you transform complex issue tracking, requirement management, and workflow auditing into a natural conversation. Your agent can instantly list your projects, create new tasks, update statuses, and even browse team members without you needing to navigate the comprehensive ONES dashboard. Whether you are following Scrum, Kanban, or Waterfall, your agent acts as a real-time R&D assistant, keeping your projects organized and your team aligned.

LangChain's ecosystem of 500+ components combines seamlessly with ONES through native MCP adapters. Connect 10 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

Project Management — List all accessible projects and retrieve detailed information about your R&D workspace.
Task Operations — Create, update, and track tasks with full support for summaries, descriptions, and assignees.
Workflow Auditing — Browse project workflows and task types to understand your team's development process.
Team Coordination — List organization members to manage assignments and collaboration effectively.
Organization Insights — Retrieve high-level summaries of your ONES organization activity.

The ONES MCP Server exposes 10 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 ONES to LangChain via MCP

Follow these steps to integrate the ONES 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 10 tools from ONES via MCP

Why Use LangChain with the ONES MCP Server

LangChain provides unique advantages when paired with ONES through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine ONES 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 ONES queries for multi-turn workflows

ONES + LangChain Use Cases

Practical scenarios where LangChain combined with the ONES MCP Server delivers measurable value.

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

Autonomous research agents: LangChain agents query ONES, synthesize findings, and generate comprehensive research reports

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

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

ONES MCP Tools for LangChain (10)

These 10 tools become available when you connect ONES to LangChain via MCP:

create_task

Create a new ONES task

get_org_info

Get organization summary

get_project

Get project details

get_task_details

Get task details

list_members

List organization members

list_projects

List all ONES projects

list_task_types

g., bug, task, story). List task types

list_tasks

List tasks in a project

list_workflows

List project workflows

update_task

Update an existing ONES task

Example Prompts for ONES in LangChain

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

"List all my active R&D projects on ONES."

"Create a new task in project 'Mobile SDK' titled 'Implement OAuth2 login'."

"Show me the recent activity summary for our organization."

Troubleshooting ONES MCP Server with LangChain

Common issues when connecting ONES to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

ONES + LangChain FAQ

Common questions about integrating ONES 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.