@aerostack/sdk-langchain

Use Aerostack workspace tools as LangChain.js tools.

Aerostack is the full-stack platform for AI agents — compose MCP servers, skills, and functions into a single workspace URL that any AI agent can call. This SDK lets you drop 250+ pre-built tools into your LangChain agent in 3 lines of code.

Why?

Building LangChain agents means writing custom tool wrappers for every external service. With Aerostack, you compose a workspace of tools (GitHub, Slack, Notion, Stripe, 250+ more) and this SDK converts them into DynamicStructuredTool instances that work with any LangChain agent or model.

Your Agent → LangChain → @aerostack/sdk-langchain → Aerostack Workspace → GitHub, Slack, Notion, ...

Install

npm install @aerostack/sdk-langchain @langchain/core

Quick Start — ReAct Agent

import { ChatOpenAI } from '@langchain/openai';
import { createReactAgent } from '@langchain/langgraph/prebuilt';
import { getTools } from '@aerostack/sdk-langchain';

const { tools } = await getTools({ workspace: 'my-workspace', token: 'mwt_...' });

const agent = createReactAgent({
    llm: new ChatOpenAI({ model: 'gpt-4o' }),
    tools,
});

const result = await agent.invoke({
    messages: [{ role: 'user', content: 'Create a GitHub issue for the login bug' }],
});

Direct Tool Binding

Bind tools directly to any LangChain chat model:

import { ChatAnthropic } from '@langchain/anthropic';
import { getTools } from '@aerostack/sdk-langchain';

const { tools } = await getTools({ workspace: 'my-workspace', token: 'mwt_...' });
const model = new ChatAnthropic({ model: 'claude-sonnet-4-20250514' }).bindTools(tools);

const response = await model.invoke('Check open PRs on GitHub');

Works With Any LLM

import { ChatGoogleGenerativeAI } from '@langchain/google-genai';
import { ChatGroq } from '@langchain/groq';

// Gemini
const agent = createReactAgent({
    llm: new ChatGoogleGenerativeAI({ model: 'gemini-2.0-flash' }),
    tools,
});

// Groq
const agent = createReactAgent({
    llm: new ChatGroq({ model: 'llama-3.3-70b-versatile' }),
    tools,
});

LangGraph Workflows

Use the tools inside LangGraph state machines for complex multi-step workflows:

import { StateGraph } from '@langchain/langgraph';
import { ToolNode } from '@langchain/langgraph/prebuilt';

const { tools } = await getTools({ workspace: 'my-workspace', token: 'mwt_...' });
const toolNode = new ToolNode(tools);

// Use toolNode in your LangGraph workflow

Factory Pattern

For reusable clients that share a single connection:

import { createAerostackLangChain } from '@aerostack/sdk-langchain';

const aero = createAerostackLangChain({ workspace: 'my-workspace', token: 'mwt_...' });
const { tools } = await aero.tools();

API Reference

getTools(config) → Promise<ToolSetResult>

Fetches tools from the workspace and converts to LangChain DynamicStructuredTool[]. Each tool auto-executes via the workspace gateway. Returns { tools, raw }.

createAerostackLangChain(config) → AerostackLangChainClient

Creates a reusable client that shares a single WorkspaceClient instance.

formatToolResult(result)

Lower-level utility to flatten MCP tool results into strings.

How It Works

1. Tool Discovery — getTools() calls your Aerostack workspace gateway to fetch all connected MCP server tools
2. Format Conversion — MCP tool schemas (JSON Schema) are wrapped as DynamicStructuredTool instances with name, description, and schema
3. Auto-Execution — Each tool's func proxies calls through the workspace gateway to actual MCP servers
4. Error Handling — Errors are caught and returned as string results, keeping the agent conversation flow intact

Requirements

• Node.js 18+
• @langchain/core >= 0.2.0
• An Aerostack workspace with a token (mwt_...)

Getting Your Workspace Token

1. Sign up at app.aerostack.dev
2. Create a workspace and add MCP servers (GitHub, Slack, Notion, etc.)
3. Copy the workspace token (mwt_...) from the workspace settings

Related Packages

Package	Framework
@aerostack/sdk-openai	OpenAI SDK
@aerostack/sdk-vercel-ai	Vercel AI SDK
@aerostack/core	Core types + WorkspaceClient

Links

• Aerostack Website
• Documentation
• Dashboard
• MCP Marketplace
• GitHub

License

MIT