How to integrate Langbase MCP with Atomic Agent

Connect Atomic Agent to Langbase MCP. Chunk a long document for semantic search, list all conversation threads for this agent, and more using natural language, with authentication handled for you.

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Langbase is a serverless AI developer platform for building, collaborating, and deploying AI agents and applications. It streamlines composable AI workflows so teams can move fast without infrastructure headaches.

20 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Langbase.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Langbase account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Langbase

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Langbase to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Langbase. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Langbase account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

What is the Langbase MCP server, and what's possible with it?

The Langbase MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Langbase account. It provides structured and secure access to your Langbase projects, letting your agent split content, manage memories, orchestrate threads, and build complex AI data flows on your behalf.

  • Content chunking and processing: Automatically split large documents or text into manageable chunks for downstream processing and efficient AI handling.
  • Memory management: Create, list, or delete memory objects so your agent can organize and retrieve contextual information as needed.
  • Conversation thread orchestration: Start new conversation threads, fetch thread details, or list messages—making it easy for your agent to manage dialogue history and context.
  • Pipe creation and listing: Let your agent create new processing pipes or retrieve all existing pipes, enabling seamless orchestration of data and AI workflows.
  • Document and data retrieval: List all documents stored in a memory, giving your agent access to relevant information and knowledge for any task.

Use Langbase from Atomic Agent

With your account connected, ask Atomic Agent to work with Langbase in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Langbase action and event your agent gets out of the box.

Append Thread Messages

Tool to add new messages to an existing conversation thread.

Check API Health

Tool to check the health status of the Langbase API service.

Split Content into Chunks

Tool to split content into smaller chunks.

Create Thread

Tool to create a new conversation thread.

Delete Thread

Tool to delete a thread that is no longer needed to manage conversation history.

Delete Thread Message

Tool to delete a specific message from a conversation thread.

List Documents in Memory

Tool to list documents in a specific memory.

Get Pipe Details

Tool to retrieve details of a specific pipe by owner and name.

Get Thread Details

Tool to retrieve details of a specific conversation thread.

List Available Models

Tool to get available AI models supported by Langbase.

List Thread Messages

Tool to list all messages in a conversation thread.

List Execution Traces

Tool to get execution traces for debugging and monitoring pipe runs.

Create Memory

Tool to create a new memory.

Delete Memory

Tool to delete a specific memory.

List Memories

Tool to list all memory objects.

Create a new pipe

Tool to create a new pipe.

List all pipes

Tool to list all pipes.

Update an existing pipe

Tool to update an existing pipe's configuration on Langbase.

Update Thread Metadata

Tool to update an existing thread's metadata.

Update Thread Message

Tool to update an existing message in a conversation thread.

FAQ

Frequently asked questions

With a standalone Langbase MCP server, the agents and LLMs can only access a fixed set of Langbase tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Langbase and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Langbase tools.

Yes, absolutely. You can configure which Langbase scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Langbase data and credentials are handled as safely as possible.

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