Statsig MCP Server for LangChainGive LangChain instant access to 12 tools to Check Gate, Create Dynamic Config, Create Gate, and more
LangChain is the leading Python framework for composable LLM applications. Connect Statsig through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Statsig MCP Server for LangChain is a standout in the Developer Tools category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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({
"statsig": {
"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 Statsig, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* 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 Statsig MCP Server
Connect your Statsig project to any AI agent to manage feature rollouts and product experiments through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Statsig 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.
What you can do
- Feature Gates — Evaluate if a feature is enabled for a specific user or list all project gates
- Dynamic Configs — Fetch JSON configurations and experiments to control app behavior without code changes
- Event Logging — Log custom events for real-time analytics and metric calculation
- Gate Management — Create, update, or delete feature gates directly via the Console API
- Layer Inspection — Evaluate layers and retrieve parameter values for specific users
The Statsig MCP Server exposes 12 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Statsig tools available for LangChain
When LangChain connects to Statsig through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, ab-testing, product-experimentation, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Check gate on Statsig
Requires STATSIG_SERVER_SECRET_KEY. Evaluates one or more feature gates for a user
Create dynamic config on Statsig
Requires STATSIG_CONSOLE_API_KEY. Create a new dynamic config
Create gate on Statsig
Requires STATSIG_CONSOLE_API_KEY. Create a new feature gate
Delete gate on Statsig
Requires STATSIG_CONSOLE_API_KEY. Delete a feature gate
Get config on Statsig
Requires STATSIG_SERVER_SECRET_KEY. Fetches configuration values for a dynamic config or experiment
Get dynamic config on Statsig
Requires STATSIG_CONSOLE_API_KEY. Read a specific dynamic config
Get gate on Statsig
Requires STATSIG_CONSOLE_API_KEY. Read a specific feature gate
Get layer on Statsig
Requires STATSIG_SERVER_SECRET_KEY. Fetches parameter values from a layer
List dynamic configs on Statsig
Requires STATSIG_CONSOLE_API_KEY. List all dynamic configs in the project
List gates on Statsig
Requires STATSIG_CONSOLE_API_KEY. List all feature gates in the project
Log event on Statsig
Requires STATSIG_SERVER_SECRET_KEY. Logs custom events for analytics and metric calculation
Update gate on Statsig
Requires STATSIG_CONSOLE_API_KEY. Update an existing feature gate
Connect Statsig to LangChain via MCP
Follow these steps to wire Statsig into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Statsig MCP Server
LangChain provides unique advantages when paired with Statsig through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Statsig 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 Statsig queries for multi-turn workflows
Statsig + LangChain Use Cases
Practical scenarios where LangChain combined with the Statsig MCP Server delivers measurable value.
RAG with live data: combine Statsig tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Statsig, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Statsig tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Statsig tool call, measure latency, and optimize your agent's performance
Example Prompts for Statsig in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Statsig immediately.
"Check if the gate 'new_checkout_flow' is enabled for user 'user_99'."
"List all feature gates in my Statsig project."
"Create a new feature gate named 'mobile_redesign' with description 'Testing new UI'."
Troubleshooting Statsig MCP Server with LangChain
Common issues when connecting Statsig to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersStatsig + LangChain FAQ
Common questions about integrating Statsig MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
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