The Botforge MCP Server for LangChainGive LangChain instant access to 5 tools to Get Bot Status, Get Samples, List Bots, and more

Name: The Botforge
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect The Botforge 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

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The The Botforge MCP Server for LangChain is a standout in the Productivity category — giving your AI agent 5 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

Claude

ChatGPT

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Gemini

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VS Code

JetBrains

Vercel

+ 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({
        "the-botforge": {
            "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 The Botforge, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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* 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 The Botforge MCP Server

Connect your The Botforge account to any AI agent and simplify how you manage your conversational AI, handle contact submissions, and monitor bot health through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with The Botforge through native MCP adapters. Connect 5 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

Bot Oversight — List all chatbots in your account and retrieve real-time operational status for specific bot IDs.
Contact Submission — Programmatically submit data to your bot's contact forms, ideal for automated lead capture.
Event Integration — Subscribe to bot events via webhooks to receive real-time updates on user interactions.
Metadata Inspection — Retrieve sample data and form field configurations to understand your bot's data structure.
Operational Monitoring — Check connectivity and verify if your bots are online and responsive via AI queries.

The The Botforge MCP Server exposes 5 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 5 The Botforge tools available for LangChain

When LangChain connects to The Botforge through Vinkius, your AI agent gets direct access to every tool listed below — spanning chatbot-platform, conversational-ai, lead-generation, 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.

get

Get bot status on The Botforge

Check bot operational status

get

Get samples on The Botforge

Get bot form field samples

list

List bots on The Botforge

List all chatbots

submit

Submit contact on The Botforge

Pass data as a JSON string. Submit data to the bot contact form

Subscribe webhook on The Botforge

Pass data as a JSON string. Subscribe to bot events via webhook

Connect The Botforge to LangChain via MCP

Follow these steps to wire The Botforge 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 5 tools from The Botforge via MCP

Why Use LangChain with the The Botforge MCP Server

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

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

The Botforge + LangChain Use Cases

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

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

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

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

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

Example Prompts for The Botforge in LangChain

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

"List all chatbots in my account."

"Submit a contact to the bot: { "first_name": "John", "email": "john@example.com", "message": "Interested in a demo" }."

"Check the operational status of bot 'bot_10293'."

Troubleshooting The Botforge MCP Server with LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

The Botforge + LangChain FAQ

Common questions about integrating The Botforge 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.

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.

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