apify · marcel-rbro · Jun 16, 2026 · Jun 16, 2026 · Jun 16, 2026 · Jun 16, 2026
diff --git a/sources/platform/actors/development/index.md b/sources/platform/actors/development/index.md
@@ -48,6 +48,6 @@ import CardGrid from "@site/src/components/CardGrid";
 
 ---
 
-If your Actor allows for integration with external services, or performs some post-processing of datasets generated by other Actors, check out the section [integration-ready Actors](../../integrations/actors/integration_ready_actors.md).
+If your Actor allows for integration with external services, or performs some post-processing of datasets generated by other Actors, check out the section [integration-ready Actors](../../integrations/actors/integration-ready-actors.md).
 
 After your development, you can jump to the section [Publishing and monetization](../publishing/index.mdx) to learn about how to publish your Actor in [Apify Store](https://apify.com/store) and monetize it by renting it out to users of the platform.
@@ -1 +1,2 @@
+label: 'Actor-to-Actor'
 position: 3
@@ -2,17 +2,18 @@
 title: Actor-to-Actor integrations
 description: Learn how to connect Actors and tasks on the Apify platform using the integrations catalog in Apify Console to build automated multi-step workflows.
 sidebar_label: Actor-to-Actor
-sidebar_position: 0
 slug: /integrations/actors
 ---
 
-:::note Integration Actors
+**Actor-to-Actor integrations** connect Apify Actors with other Actors or tasks _on the platform itself_, letting you build multi-step workflows without leaving Apify. This is different from the third-party integrations covered elsewhere in this section - instead of routing data out to Make, n8n, or a warehouse, you chain Actors so the output of one becomes the trigger for another.
 
-You can check out a catalog of Integration Actors within [Apify Store](https://apify.com/store/categories/integrations).
+Any [integration-ready Actor](/platform/integrations/actors/integration-ready-actors) can act as the target of an Actor-to-Actor integration, so the catalog keeps growing as new Actors are published.
 
-:::
+:::note Browse the catalog
+
+You can browse all Actors built specifically as integration targets in the [Integrations category](https://apify.com/store/categories/integrations) on Apify Store.
 
-Actor-to-Actor integrations connect your Actors with other Actors or tasks, letting you build multi-step workflows on the Apify platform. Because any [integration-ready Actor](/platform/integrations/actors/integration-ready-actors) can act as the target of an integration, the community can keep extending the catalog with new integrations.
+:::
 
 ## Add an integration
 

@@ -1,7 +1,6 @@
 ---
 title: Integrate Actors via API
 description: Use the Apify API to integrate Actors and tasks together using webhooks. Configure the required fields to display integrations in Apify Console.
-sidebar_position: 2
 slug: /integrations/actors/integrating-actors-via-api
 ---
 

@@ -2,7 +2,6 @@
 title: Develop integration-ready Actors
 description: Learn how to develop Actors that work cleanly as integration targets, including input design, payload handling, and dataset processing patterns.
 sidebar_label: Develop integration-ready Actors
-sidebar_position: 1
 slug: /integrations/actors/integration-ready-actors
 ---
 

@@ -1,8 +1,8 @@
 ---
 title: Apify for AI agents
-sidebar_label: Agent onboarding
+sidebar_label: Apify for AI agents
+sidebar_position: 2
 description: Connect your AI agent to the Apify platform - scrape the web, run Actors, and retrieve structured data via MCP, Agent Skills, client libraries, or the REST API.
-sidebar_position: 1
 slug: /integrations/agent-onboarding
 toc_max_heading_level: 3
 ---
@@ -307,4 +307,4 @@ For targeted lookups, prefer `.md` URLs for specific pages or the MCP docs tools
 - [API client for JavaScript](https://docs.apify.com/api/client/js) | [for Python](https://docs.apify.com/api/client/python) - Client libraries
 - [Storage documentation](/platform/storage) - Datasets, key-value stores, and request queues
 - [Build with AI](/platform/actors/development) - Build and deploy your first Actor
-- [Framework integrations](./crewai.md) - CrewAI, LangChain, LlamaIndex, and more
+- [Framework integrations](./ai/crewai.md) - CrewAI, LangChain, LlamaIndex, and more
@@ -1,2 +1 @@
 label: 'AI'
-position: 6
@@ -2,7 +2,6 @@
 title: Agno Integration
 sidebar_label: Agno
 description: Learn how to integrate Apify with Agno to power your AI agents with real-time web scraping and automation tools available in Apify Store.
-sidebar_position: 19
 slug: /integrations/agno
 ---
 

@@ -2,7 +2,6 @@
 title: Amazon Bedrock integrations
 sidebar_label: Amazon Bedrock
 description: Learn how to integrate Apify with Amazon Bedrock Agents to supply your AI agents with real-time web data using the RAG Web Browser Actor easily.
-sidebar_position: 15
 slug: /integrations/aws_bedrock
 ---
 

@@ -0,0 +1 @@
+label: 'Claude'
@@ -2,7 +2,6 @@
 title: Claude Desktop integration
 sidebar_label: Claude Desktop
 description: Learn how to set up the Apify MCP server in Claude Desktop using the remote server or one-click connector install, and troubleshoot common issues.
-sidebar_position: 2
 slug: /integrations/claude-desktop
 ---
 

@@ -0,0 +1,24 @@
+---
+title: Claude
+description: Use Apify Actors with Anthropic's Claude - run scrapers from Claude Desktop and other Claude clients through the Apify MCP server.
+sidebar_label: Claude
+slug: /integrations/claude
+---
+
+import Card from '@site/src/components/Card';
+import CardGrid from '@site/src/components/CardGrid';
+
+Apify integrates with [Anthropic's Claude](https://www.anthropic.com/claude) through the [Apify MCP server](/platform/integrations/mcp). Connect Claude clients to mcp.apify.com and Claude can discover, run, and read results from Actors directly inside a conversation.
+
+## What you can build
+
+<CardGrid>
+    <Card
+        title="Claude Desktop"
+        desc="Add Apify as an MCP server in Claude Desktop. Ask Claude to scrape sites, run Actors, and feed results back into the chat."
+        to="/platform/integrations/claude-desktop"
+        imageUrl="/img/platform/integrations/anthropic.svg"
+        imageUrlDarkTheme="/img/platform/integrations/anthropic-white.svg"
+        smallImage
+    />
+</CardGrid>
@@ -2,7 +2,6 @@
 title: 🤖🚀 CrewAI integration
 sidebar_label: CrewAI
 description: Learn how to integrate Apify Actors with CrewAI to equip multi-agent AI crews with real-time web scraping and data extraction capabilities now.
-sidebar_position: 3
 slug: /integrations/crewai
 ---
 

@@ -2,7 +2,6 @@
 title: Flowise integration
 description: Learn how to integrate Apify with Flowise to use Actors as data sources in customized LLM flows built with the open-source Flowise visual tool.
 sidebar_label: Flowise
-sidebar_position: 10
 slug: /integrations/flowise
 ---
 

@@ -0,0 +1 @@
+label: 'Google'
@@ -2,7 +2,6 @@
 title: Google ADK integration
 sidebar_label: Google ADK
 description: Learn how to integrate Apify Actors as tools for AI agents built with Google Agent Development Kit to access real-time web scraping data and automation.
-sidebar_position: 2
 slug: /integrations/google-adk
 ---
 

@@ -0,0 +1,23 @@
+---
+title: Google
+description: Use Apify Actors with Google's AI stack - build agents on the Google Agent Development Kit (ADK) that scrape, crawl, and act on the web.
+sidebar_label: Google
+slug: /integrations/google
+---
+
+import Card from '@site/src/components/Card';
+import CardGrid from '@site/src/components/CardGrid';
+
+Apify integrates with [Google's AI stack](https://ai.google) through the Agent Development Kit. Use Apify Actors as tools inside Google ADK agents to give them live web data, scraping, and crawling capabilities.
+
+## What you can build
+
+<CardGrid>
+    <Card
+        title="Google ADK"
+        desc="Add Apify Actors as tools in agents built with the Google Agent Development Kit."
+        to="/platform/integrations/google-adk"
+        imageUrl="/img/platform/integrations/google.svg"
+        smallImage
+    />
+</CardGrid>
@@ -2,7 +2,6 @@
 title: Haystack integration
 sidebar_label: Haystack
 description: Learn how to integrate Apify with Haystack to crawl websites, compute text embeddings, and build retrieval-augmented generation pipelines with ease.
-sidebar_position: 4
 slug: /integrations/haystack
 ---
 

@@ -0,0 +1,115 @@
+---
+title: AI integrations
+description: Use Apify Actors with AI providers like Anthropic Claude, OpenAI, and Google - via the Apify MCP server, agent SDKs, frameworks, and vector databases.
+sidebar_label: AI
+slug: /integrations/ai
+---
+
+import Card from '@site/src/components/Card';
+import CardGrid from '@site/src/components/CardGrid';
+
+Plug Apify Actors into the AI stack - chat clients like Claude and ChatGPT via the Apify MCP server, agents built on SDKs and frameworks like OpenAI Agents, LangChain, and Vercel AI SDK, and downstream vector databases for retrieval.
+
+## Featured
+
+<CardGrid>
+    <Card
+        title="Apify MCP server"
+        desc="Expose Apify Actors and storages to any MCP-compatible AI client."
+        to="/platform/integrations/mcp"
+        imageUrl="/img/platform/integrations/mcp-logo.png"
+        imageUrlDarkTheme="/img/platform/integrations/mcp-logo-white.png"
+        smallImage
+    />
+    <Card
+        title="OpenAI Agents SDK"
+        desc="Use Apify Actors as tools in agents built on the OpenAI Agents SDK."
+        to="/platform/integrations/openai-agents"
+        imageUrl="/img/platform/integrations/openai.svg"
+        imageUrlDarkTheme="/img/platform/integrations/openai-white.svg"
+        smallImage
+    />
+    <Card
+        title="LangChain"
+        desc="Wrap Apify Actors as LangChain tools for retrieval and agents."
+        to="/platform/integrations/langchain"
+        imageUrl="/img/platform/integrations/langchain.png"
+        smallImage
+    />
+    <Card
+        title="Vercel AI SDK"
+        desc="Call Apify Actors from agents built on the Vercel AI SDK."
+        to="/platform/integrations/vercel-ai-sdk"
+        imageUrl="/img/platform/integrations/vercel.svg"
+        imageUrlDarkTheme="/img/platform/integrations/vercel-white.svg"
+        smallImage
+    />
+    <Card
+        title="Google ADK"
+        desc="Add Apify Actors as tools in Google Agent Development Kit agents."
+        to="/platform/integrations/google-adk"
+        imageUrl="/img/platform/integrations/google.svg"
+        smallImage
+    />
+    <Card
+        title="Pinecone"
+        desc="Embed and index scraped content in Pinecone for RAG."
+        to="/platform/integrations/pinecone"
+        imageUrl="/img/platform/integrations/pinecone.svg"
+        smallImage
+    />
+    <Card
+        title="Manus"
+        desc="Apify Actors as tools inside the Manus autonomous agent."
+        to="/platform/integrations/manus"
+        imageUrl="/img/platform/integrations/manus.svg"
+        imageUrlDarkTheme="/img/platform/integrations/manus-white.svg"
+        smallImage
+    />
+    <Card
+        title="OpenClaw"
+        desc="Run Apify Actors from the OpenClaw assistant."
+        to="/platform/integrations/openclaw"
+        imageUrl="/img/platform/integrations/openclaw.svg"
+        smallImage
+    />
+    <Card
+        title="x402"
+        desc="Use the x402 payments protocol with Apify Actors."
+        to="/platform/integrations/x402"
+        imageUrl="/img/platform/integrations/emoji-x402.svg"
+        smallImage
+    />
+</CardGrid>
+
+## By provider
+
+Each provider page lists the Apify integrations available for that vendor.
+
+<CardGrid>
+    <Card
+        title="Claude"
+        desc="Apify in Claude Desktop and other Anthropic clients via MCP."
+        to="/platform/integrations/claude"
+        imageUrl="/img/platform/integrations/anthropic.svg"
+        imageUrlDarkTheme="/img/platform/integrations/anthropic-white.svg"
+        smallImage
+    />
+    <Card
+        title="OpenAI"
+        desc="ChatGPT, OpenAI Agents SDK, and OpenAI Assistants."
+        to="/platform/integrations/openai"
+        imageUrl="/img/platform/integrations/openai.svg"
+        imageUrlDarkTheme="/img/platform/integrations/openai-white.svg"
+        smallImage
+    />
+    <Card
+        title="Google"
+        desc="Build agents on the Google Agent Development Kit."
+        to="/platform/integrations/google"
+        imageUrl="/img/platform/integrations/google.svg"
+        smallImage
+    />
+</CardGrid>
+
+For the full list, see the **AI** section in the sidebar.
@@ -2,7 +2,6 @@
 title: 🦜🔗 LangChain integration
 sidebar_label: LangChain
 description: Learn how to integrate Apify with LangChain to feed vector databases and large language models with web data crawled from the web using Actors.
-sidebar_position: 5
 slug: /integrations/langchain
 ---
 

@@ -2,7 +2,6 @@
 title: Langflow integration
 sidebar_label: Langflow
 description: Learn how to integrate Apify with Langflow low-code tool to build powerful AI agents and workflows that can use any API, model, or database.
-sidebar_position: 6
 slug: /integrations/langflow
 ---
 

@@ -2,7 +2,6 @@
 title: 🦜🔘➡️ LangGraph integration
 sidebar_label: LangGraph
 description: Learn how to build stateful multi-agent AI workflows with LangGraph and Apify Actors to search, extract, and analyze real-time web data at scale.
-sidebar_position: 8
 slug: /integrations/langgraph
 ---
 

@@ -2,7 +2,6 @@
 title: Lindy integration
 description: Learn how to integrate Apify with Lindy to run Actors inside AI-powered automation workflows and extract real-time web data without writing code.
 sidebar_label: Lindy
-sidebar_position: 9
 slug: /integrations/lindy
 ---
 

@@ -2,7 +2,6 @@
 title: LlamaIndex integration
 description: Learn how to integrate Apify with LlamaIndex to feed vector databases and large language models with web data crawled from the web using Actors.
 sidebar_label: LlamaIndex
-sidebar_position: 7
 slug: /integrations/llama-index
 ---
 

@@ -2,7 +2,6 @@
 title: Manus integration
 sidebar_label: Manus
 description: Learn how to connect Manus to the Apify MCP server to give your agent sessions access to real-time web data and thousands of Actor-powered automation tools.
-sidebar_position: 20
 slug: /integrations/manus
 ---
 

@@ -2,7 +2,6 @@
 title: Mastra MCP integration
 sidebar_label: Mastra
 description: Learn how to build AI agents with Mastra and the Apify Actors MCP server to access web scraping and automation tools from any LLM you choose.
-sidebar_position: 11
 slug: /integrations/mastra
 ---
 

@@ -2,7 +2,6 @@
 title: MCP connectors
 sidebar_label: MCP connectors
 description: Use MCP connectors to let Apify Actors call third-party services through Model Context Protocol on your behalf, without exposing your credentials to Actor code.
-sidebar_position: 0.5
 slug: /integrations/mcp-connectors
 ---
 

@@ -2,7 +2,6 @@
 title: Build Actors with MCP connectors
 sidebar_label: Build with connectors
 description: Declare MCP connectors in your Actor input schema, connect to them from TypeScript or Python, and apply tool-permission constraints at runtime.
-sidebar_position: 1
 slug: /integrations/mcp-connectors/use-in-actors
 ---
 

@@ -2,7 +2,6 @@
 title: Apify MCP server
 sidebar_label: MCP server
 description: Learn how to use the Apify MCP server to integrate Apify's library of Actors into your AI agents or large language model-based applications.
-sidebar_position: 0
 slug: /integrations/mcp
 toc_max_heading_level: 4
 ---
@@ -18,7 +17,7 @@ using [Model Context Protocol](https://modelcontextprotocol.io/docs/getting-star
 discover and run Actors from [Apify Store](https://apify.com/store), access storages and results,
 and enables AI coding assistants to access Apify documentation and tutorials.
 
-![Apify MCP server](../../../images/apify_mcp_server.png)
+![Apify MCP server](../../images/apify_mcp_server.png)
 
 <ThirdPartyDisclaimer />
 

@@ -2,7 +2,6 @@
 title: Milvus integration
 description: Learn how to integrate Apify with Milvus to export Actor results and dataset items into a Milvus vector database collection for semantic search.
 sidebar_label: Milvus
-sidebar_position: 16
 slug: /integrations/milvus
 toc_min_heading_level: 2
 toc_max_heading_level: 4

@@ -0,0 +1 @@
+label: 'OpenAI'