Bring Product Analytics
to LangChain
Create your Vinkius account to connect Gainsight PX to LangChain and start using all 12 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 Gainsight PX MCP Server?
Connect your Gainsight PX (Aptrinsic) account to any AI agent to automate your product analytics and in-app engagement workflows through the Model Context Protocol (MCP). Gainsight PX helps you drive product adoption by understanding user behavior and delivering personalized in-app experiences. This MCP server enables you to manage user and account profiles, track server-side custom events, and retrieve engagement metadata directly through natural conversation.
Key Features
- User & Account Orchestration — Search and list users or accounts based on custom filters, and fetch detailed profile metadata instantly.
- Profile Identification — Programmatically create or update user and account profiles to ensure your identity mapping is always accurate.
- Server-Side Event Tracking — Log custom interaction events from your backend to enrich your product usage datasets without client-side code.
- Feature Discovery — Access and list all product features currently being tracked to understand your instrumentation coverage.
- Engagement Insights — Retrieve a list of active in-app guides, sliders, and surveys to monitor your communication strategy.
- Multi-Region Support — Seamlessly connect to your specific Gainsight PX data center (US or EU).
- Real-time Synchronization — Keep your product experience data accessible to your AI assistant without leaving your primary workspace.
How it works
- Subscribe to this server through the Vinkius Marketplace
- Enter your Gainsight PX Region and API Key (found in Administration > Products)
- Start managing your product analytics from Claude, Cursor, or any MCP client
Who is this for?
- Product Managers — quickly check user adoption metrics or verify if a specific feature is being tracked without manual dashboard navigation.
- Growth Engineers — automate the identification of new users or accounts via simple AI commands.
- Customer Success Ops — sync account metadata and track custom server-side events seamlessly.
Built-in capabilities (12)
Get account metadata
Get account profile
Get user metadata
Sync account profile
Sync user profile
List tracked features
Query PX accounts
List guides/surveys
List PX products
Query PX users
Log custom event
Check connection
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Gainsight PX through native MCP adapters. Connect 12 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 Gainsight PX 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 Gainsight PX queries for multi-turn workflows
Gainsight PX in LangChain
Why run Gainsight PX with Vinkius?
The Gainsight PX 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 12 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 Gainsight PX using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Gainsight PX and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Gainsight PX 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
Gainsight PX for LangChain
Every request between LangChain and Gainsight PX 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 get an API Key for Gainsight PX?
Log in to Gainsight PX, go to Administration > Products, select your product, and you will find the API Key in the product settings.
Which region should I select?
Select 'US' if your account is hosted at api.aptrinsic.com, or 'EU' if it is hosted at api-eu.aptrinsic.com.
Can I identify new users through the agent?
Yes! Use the 'identify_px_user' tool and provide a unique 'identifyId'. The agent will create or update the user profile in Gainsight PX instantly.
Does this server support tracking custom events?
Yes, the 'track_server_event' tool allows you to log custom behavioral events for any identified user directly from your backend or chat interface.
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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