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How to Use the Better Proposals MCP in LangChain

Build multi-step proposal generation pipelines directly in LangChain.

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Works with every AI agent you already use

…and any MCP-compatible client

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LangChain

Connect Better Proposals MCP to LangChain

Create your Vinkius account to connect Better Proposals to LangChain and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Chain Proposal Creation and Analytics

This MCP Server exposes ten Better Proposals endpoints to your ReAct agents. Your LangChain agent grabs active templates using `list_templates` and immediately passes that context to a drafting step. You build the exact sequence. A chain might trigger `get_company` to pull client details, merge them into a draft, and execute `create_proposal` without human intervention. LangSmith tracks every token and API call along the way.

LangChain MCP Server Integration

Connect to Vinkius via the `MultiServerMCPClient` adapter. Your pipeline gains instant access to `list_contacts` and `create_contact` tools. The agent decides which tool fires based on intermediate results. If a contact is missing during a document build, the chain halts, creates the record, and resumes the proposal flow.

Pipeline-Driven Sales Documents

Stop manually copying CRM data into proposal software. Your agent pulls open deals, cross-references them with `list_proposals`, and identifies missing documents. When it spots a gap, it calls `get_analytics` on past successful pitches to format the new one. The entire workflow happens in a single composable graph.

Setup guide

Set up Better Proposals MCP in LangChain

Prerequisites

  • Python 3.10+ installed
  • langchain-mcp-adapters + langgraph packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChain BaseTool objects.

  2. 2

    Connect via HTTP transport

    Use MultiServerMCPClient with "transport": "http" pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Create a ReAct agent

    Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes Better Proposals tool calls through the MCP protocol.

  4. 4

    Run with any LLM

    Swap ChatOpenAI for ChatAnthropic, ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.

agent.py
from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI

async with MultiServerMCPClient({
    "better-proposals-mcp": {
        "transport": "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,
    )
    result = await agent.ainvoke({
        "messages": "List recent Better Proposals transactions"
    })
    print(result["messages"][-1].content)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Better Proposals. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Better Proposals MCP in LangChain

Install `langchain-mcp-adapters` and `langgraph`. Pass your Vinkius endpoint token to `MultiServerMCPClient`, call `client.get_tools()`, and feed them to your agent.
Yes. The agent uses the `create_contact` tool when it detects a missing recipient in your pipeline. It handles the schema mapping automatically.
Every tool execution logs latency, input arguments, and API responses. You see exactly what data went into `create_proposal` and how long the Vinkius sandbox took to process it.
Your ReAct agent will fail the current step. It typically calls `list_templates` first to verify availability before attempting document generation.
Vinkius runs this connection in an ephemeral V8 isolate sandbox. Your proposal drafts and viewer metrics pass through a zero-trust environment that shuts down immediately after execution.

Start using the Better Proposals MCP today

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Built & Managed by Vinkius 30s setup 10 tools

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