Ably MCP Server for LangChainGive LangChain instant access to 14 tools to Batch Presence, Batch Publish, Batch Push Publish, and more
LangChain is the leading Python framework for composable LLM applications. Connect Ably 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 Ably MCP Server for LangChain is a standout in the Communication Messaging category — giving your AI agent 14 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({
"ably": {
"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 Ably, 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 Ably MCP Server
Connect your Ably account to any AI agent to orchestrate real-time communication infrastructure through natural language. This server provides full access to the Ably REST API for robust pub/sub messaging and presence management.
LangChain's ecosystem of 500+ components combines seamlessly with Ably through native MCP adapters. Connect 14 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
- Messaging — Publish messages to single or multiple channels, retrieve message history, and update or delete existing messages.
- Presence Tracking — Monitor real-time member status and history within specific channels to see who is online.
- Push Notifications — Send direct push notifications to devices or client IDs for mobile and web engagement.
- Channel Management — List active channels, fetch metadata, and monitor usage statistics across your application.
- Security & Tokens — Revoke tokens before expiry to maintain tight control over your real-time infrastructure access.
The Ably MCP Server exposes 14 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 14 Ably tools available for LangChain
When LangChain connects to Ably through Vinkius, your AI agent gets direct access to every tool listed below — spanning pub-sub, real-time-messaging, push-notifications, 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.
Batch presence on Ably
Get presence for multiple channels
Batch publish on Ably
Publish messages to multiple channels at once
Batch push publish on Ably
Publish batch push notifications
Get channel metadata on Ably
Get metadata for a specific channel
Get message on Ably
Get a specific message by serial
Get messages on Ably
Retrieve message history for a channel
Get presence on Ably
Get current presence members for a channel
Get presence history on Ably
Get presence history for a channel
Get stats on Ably
Retrieve application usage statistics
List channels on Ably
Enumerate all active channels
Publish message on Ably
Publish a message to a specific channel
Push publish on Ably
Publish a direct push notification
Revoke tokens on Ably
Requires revocableTokens: true on the API key. Revoke Ably tokens before their expiry
Update message on Ably
Update, delete, or append to a message
Connect Ably to LangChain via MCP
Follow these steps to wire Ably 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 Ably MCP Server
LangChain provides unique advantages when paired with Ably through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Ably 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 Ably queries for multi-turn workflows
Ably + LangChain Use Cases
Practical scenarios where LangChain combined with the Ably MCP Server delivers measurable value.
RAG with live data: combine Ably tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Ably, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Ably tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Ably tool call, measure latency, and optimize your agent's performance
Example Prompts for Ably in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Ably immediately.
"Publish a message to the 'orders' channel with the event name 'new_order' and data '{"id": 123}'"
"Check who is currently online in the 'chat-room-1' channel."
"Show me the usage statistics for my Ably application."
Troubleshooting Ably MCP Server with LangChain
Common issues when connecting Ably to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersAbly + LangChain FAQ
Common questions about integrating Ably 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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