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How to connect Pipeless Recommendations to Claude

Connect Claude Web, Desktop and Cowork to Pipeless Recommendations MCP. List top personalized recommendations for user, recommend next actions based on activity graph, and more using natural language, with authentication handled for you.

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Pipeless Recommendations is a graph-based activity feed and personalization service. Use it to generate real-time, personalized recommendations from your application events.

10 Tools

Introduction

Claude is Anthropic's AI assistant, available on the web, in the desktop app, and on mobile. Cowork is its agent for knowledge work, and it runs on all of those surfaces too. Connected to your apps, Claude can work with your files and services to accomplish complex tasks on your behalf.

This guide walks you through the easiest and most secure way to connect your Pipeless Recommendations account to Claude via Composio Connect, enabling it to list top personalized recommendations for user, recommend next actions based on activity graph, export feed of top trending items, and more such actions on your behalf without compromising your account security.

Setup is the same on Claude Web, Desktop, and Cowork, and you only need to do it once. The connector is tied to your account, so it's available in all three.

Also integrate Pipeless Recommendations with

ChatGPTHermes

Connecting Pipeless Recommendations to Claude Web, Desktop, and Cowork

Two ways to add the Composio connector. Pick whichever you prefer.

1. Add with one click

Click the button. Claude opens with the Composio connector filled in. Click Add, then go to step 2.

Add to Claude

Add manually

In Claude Desktop, click Customize in the left sidebar, then select Connectors and click the + icon at the top.

Claude Desktop connectors screen with Add custom connector selected

Click Add custom connector and paste in the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
Add custom connector dialog with Composio MCP server URL

2. Authorize in your browser

Click Connect. You'll be redirected to a browser window where you can authorize Composio to continue.

Composio authorization screen for Claude Web, Desktop, and Cowork

3. Connect your Pipeless Recommendations account

Back in Claude, ask it to connect to Pipeless Recommendations or give it any Pipeless Recommendations-related task.

For example, ask Claude to:

  • "List top personalized recommendations for user"
  • "Recommend next actions based on activity graph"
  • "Export feed of top trending items"

It will prompt you to authenticate and authorize access.

That's it. Composio's tools are now available in Claude, and your Pipeless Recommendations account is ready to use.

What is the Pipeless Recommendations Claude Connector, and what's possible with it?

The Pipeless Recommendations MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Pipeless Recommendations account. It provides structured and secure access so your agent can perform Pipeless Recommendations operations on your behalf.

Troubleshooting

1. Why does Claude not use the Composio connector for Pipeless Recommendations?

The connector can show as connected, but Claude must use it in each Pipeless Recommendations conversation.

  • Click + at the lower left of the chat, or type /.
  • Hover Connectors.
  • Turn on Composio.
  • Ask Claude to connect to Pipeless Recommendations again.

2. Why does Claude show an MCP server error before Pipeless Recommendations connects?

Claude can show Couldn't reach the MCP server or Authorization with the MCP server failed when you add the connector for Pipeless Recommendations.

  • Check that the connector URL is https://connect.composio.dev/mcp.
  • Connectors run from Anthropic's cloud, so your device network is usually not the problem.
  • Add the connector again from Customize > Connectors, then ask Claude to connect Pipeless Recommendations.
  • If it fails again, send the error and the ofid_ reference id to support@composio.dev.

3. Why does the Pipeless Recommendations authorization link not work?

The Composio connector is one server. Your Pipeless Recommendations account connects separately when Claude asks for it.

  • If the browser does not open, or the link expires, ask Claude to retry the Pipeless Recommendations connection.
  • Composio creates a fresh Pipeless Recommendations authorization link.
  • Open that link in your browser and finish the Pipeless Recommendations sign-in.

4. Why do Pipeless Recommendations actions fail after they worked before?

The Pipeless Recommendations connection can expire or lose permission.

  • Ask Claude to inspect the Pipeless Recommendations connection.
  • If the connection is unhealthy, disconnect it when Claude prompts you.
  • Reconnect the Pipeless Recommendations account and retry the action.
  • If Claude shows a permission prompt, approve it before Claude changes data in Pipeless Recommendations.
  • If the action still fails with a permission error, check that the connected account has that permission in Pipeless Recommendations itself.

5. How do I switch to a different Pipeless Recommendations account?

Claude can manage the Pipeless Recommendations connection for you.

  • Ask Claude to disconnect or delete the current Pipeless Recommendations account.
  • Ask Claude to connect Pipeless Recommendations again.
  • Open the new Composio authorization link for Pipeless Recommendations.
  • Sign in with the other Pipeless Recommendations account in the browser.
  • After the account connects, ask Claude to retry the Pipeless Recommendations task.

6. Why is my Pipeless Recommendations connection missing in Claude Desktop or on a Team plan?

The connector belongs to your Claude account, so your Pipeless Recommendations connection works in Claude Web, Desktop, and Cowork.

  • In Claude Desktop, open Customize > Connectors.
  • Next to Composio, click ⋮ and click Clear cache.
  • If Pipeless Recommendations tools still do not appear, click ⋮, disconnect, remove the connector, and add it again.
  • On Team or Enterprise, an Owner or Primary Owner must enable the connector before you can connect Pipeless Recommendations.
TOOLS

Supported Tools

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

Create Event

Record one typed relationship event for Pipeless activity and recommendation algorithms.

Create Events Batch

Record 1 to 10 relationship events in one Pipeless request.

Delete Event

Delete event records matching an exact start object, relationship type and timestamp, and end object.

List Activity Feed

Return one cursor-controlled chronological page of actions by objects followed by a specified object.

List Object Activity

Return one cursor-controlled page of incoming or outgoing relationship activity involving a specific object.

List Recent Events

Return the most recent events sent to the app, up to the requested limit; Pipeless provides no continuation cursor for this read.

List Recommended Content

Return a bounded personalized list of content recommendations for an object using configurable positive, negative, tag, author, follow, and dismissal signals.

List Related Content

Return content objects related to a target content object using optional tag and collaborative-interaction signals.

List Users To Follow

Return a bounded personalized list of user or account objects that the specified object may want to follow.

Rank Content

Rank a supplied set of content IDs for an object and report which IDs Pipeless could rank.

FRAMEWORKS

How to build Pipeless Recommendations MCP Agent with another framework

ChatGPT logo

ChatGPT

Use Pipeless Recommendations MCP with ChatGPT

Hermes logo

Hermes

Use Pipeless Recommendations MCP with Hermes

FAQ

Frequently asked questions

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

Yes, you can. Claude Cowork 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 Pipeless Recommendations tools.

Yes, absolutely. You can configure which Pipeless Recommendations 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 Pipeless Recommendations data and credentials are handled as safely as possible.

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