Flipt MCP Server for LangChainGive LangChain instant access to 9 tools to Create Constraint, Create Distribution, Create Variant, and more

Name: Flipt
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect Flipt through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The Flipt MCP Server for LangChain is a standout in the Developer Tools category — giving your AI agent 9 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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ChatGPT

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VS Code

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+ other MCP clients

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({
        "flipt": {
            "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 Flipt, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

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High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

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 Flipt MCP Server

Connect your Flipt instance to any AI agent to orchestrate feature management and progressive delivery through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Flipt through native MCP adapters. Connect 9 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

Flag Management — List and inspect feature flags across different namespaces to understand your current feature states
Targeting & Segments — Retrieve segments and create constraints to define specific user subsets for targeted rollouts
Rollout Control — List rules and rollouts, and create distributions to manage percentage-based releases and canary deployments
Variants — Create and manage flag variants to return different values based on evaluation logic
Auth & Infrastructure — List authentication tokens and namespaces to understand your environment's structure and access levels

The Flipt MCP Server exposes 9 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 9 Flipt tools available for LangChain

When LangChain connects to Flipt through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, rollouts, targeting, 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.

create

Create constraint on Flipt

Create a constraint for a segment

create

Create distribution on Flipt

Create a distribution for a rule

create

Create variant on Flipt

Create a new variant for a flag

list

List flags on Flipt

List flags in a namespace

list

List namespaces on Flipt

List all namespaces

list

List rollouts on Flipt

List rollouts for a flag

list

List rules on Flipt

List rules for a flag

list

List segments on Flipt

List segments in a namespace

list

List tokens on Flipt

List authentication tokens

Connect Flipt to LangChain via MCP

Follow these steps to wire Flipt into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 9 tools from Flipt via MCP

Why Use LangChain with the Flipt MCP Server

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

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

Flipt + LangChain Use Cases

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

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

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

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

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

Example Prompts for Flipt in LangChain

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

"List all namespaces in my Flipt instance."

"Show me all the feature flags in the 'default' namespace."

"Create a new variant called 'v2-test' for the 'header-experiment' flag in the 'default' namespace."

Troubleshooting Flipt MCP Server with LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Flipt + LangChain FAQ

Common questions about integrating Flipt 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.