Bring Agile Development
to LangChain
Create your Vinkius account to connect TAPD 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the TAPD MCP Server?
Empower your AI agent to orchestrate your agile development lifecycle with TAPD, the professional collaboration platform by Tencent. By connecting TAPD to your agent, you transform complex requirement tracking, bug management, and iteration planning into a natural conversation. Your agent can instantly list your workspaces, create new stories, track defects, and even monitor sprint progress without you ever needing to navigate the complex TAPD enterprise interface. Whether you are following Scrum or Kanban, your agent acts as a real-time product assistant, keeping your development pipeline organized and your team aligned.
What you can do
- Workspace Management — List all accessible workspaces and retrieve detailed information about your development environment.
- Requirement Tracking — Create and track stories (requirements) with full support for titles and detailed descriptions.
- Defect Management — List and create bugs to keep your quality assurance process moving efficiently.
- Task Operations — Manage granular tasks within your workspaces to stay on top of daily development activities.
- Iteration Monitoring — Browse workspace iterations (sprints) to track project milestones and delivery schedules.
- Team Overview — List workspace members to manage assignments and collaboration effectively.
How it works
- Subscribe to this server
- Enter your TAPD API User and API Password
- Start managing your agile workflow through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Product Managers — track feature requirements, audit backlogs, and monitor iteration progress through natural language.
- Software Engineers — manage your assigned tasks and update bug statuses directly from your AI-powered workspace.
- QA Engineers — report defects and monitor the resolution of bugs across multiple projects.
- Agile Coaches — oversee multiple team workflows and organizational structures through a unified AI interface.
Built-in capabilities (10)
Create a new TAPD bug
Create a new TAPD story
Create a new TAPD task
Get workspace details
List bugs in a workspace
List workspace iterations
List workspace members
List stories in a workspace
List tasks in a workspace
List all TAPD workspaces
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with TAPD 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.
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The largest ecosystem of integrations, chains, and agents. combine TAPD MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across TAPD queries for multi-turn workflows
TAPD in LangChain
Why run TAPD with Vinkius?
The TAPD 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 TAPD using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
TAPD and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect TAPD 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
TAPD for LangChain
Every request between LangChain and TAPD 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 find my TAPD API User and Password?
Log in to TAPD, go to Company Management (公司管理) → Open Integration (开放集成) → API Account Management (API 账号管理), and generate your credentials there.
Can I report bugs directly through the agent?
Yes. Use the create_bug tool. You will need to provide the workspace ID and a title. You can also add a detailed description with reproduction steps for your developers.
What is a 'Story' in TAPD?
In TAPD, a Story represents a product requirement or feature. You can manage these using the list_stories and create_story tools to keep your product backlog organized.
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
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