Bring Rd Management
to LangChain
Create your Vinkius account to connect ONES to LangChain and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the 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.
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.
How it works
- Subscribe to this server
- Enter your ONES API Access Token and Organization ID
- Start managing your R&D projects through Claude, Cursor, or any MCP-compatible client
Who is this for?
- R&D Managers — track development progress, audit task statuses, and monitor team velocity through natural language.
- Software Engineers — manage your assigned tasks and update project progress directly from your AI-powered workspace.
- Product Owners — monitor requirement fulfillment and release readiness across multiple projects.
- Enterprise Leaders — get real-time insights into organization-wide R&D activity and resource allocation.
Built-in capabilities (10)
Create a new ONES task
Get organization summary
Get project details
Get task details
List organization members
List all ONES projects
g., bug, task, story). List task types
List tasks in a project
List project workflows
Update an existing ONES task
Why LangChain?
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.
- —
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 in LangChain
Why run ONES with Vinkius?
The ONES connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect ONES using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
ONES and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect ONES to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
ONES for LangChain
Every request between LangChain and ONES is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
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.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
Explore More MCP Servers
View all →
Kyte
10 toolsManage your POS store — list products, track orders, and audit inventory.

JSON Path Query Engine
1 toolsExtract specific data from massive JSON payloads using JSONPath expressions.

Databricks
8 toolsManage lakehouse via Databricks — monitor compute clusters, track job executions, audit SQL warehouses, and explore Unity Catalog directly from any AI agent.

HashiCorp Vault
50 toolsSecurely manage secrets, tokens, and encryption keys via HashiCorp Vault — read KV secrets, generate dynamic credentials, and monitor system health.
