How to connect Openlayer to Claude Cowork

Cowork is Anthropic's AI agent for knowledge work. Think of it as Claude Code for everything else. It works autonomously with your computer, local files, and applications to accomplish complex tasks. This guide walks you through the easiest and most secure way to connect your Openlayer account to Cowork via Composio Connect, enabling it to list failing Openlayer tests for deployment, summarize production drift in Openlayer project, create Openlayer report for model performance, and more such actions on your behalf without compromising your account security.

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Openlayer is an AI quality platform for managing projects, monitoring production data, evaluating tests, and inspecting model performance. Use it to catch regressions, track production quality, and keep AI applications reliable before and after release.

10 Tools

Introduction

Cowork is Anthropic's AI agent for knowledge work. Think of it as Claude Code for everything else. It works autonomously with your computer, local files, and applications to accomplish complex tasks.

This guide walks you through the easiest and most secure way to connect your Openlayer account to Cowork via Composio Connect, enabling it to list failing Openlayer tests for deployment, summarize production drift in Openlayer project, create Openlayer report for model performance, and more such actions on your behalf without compromising your account security.

Also integrate Openlayer with

OpenAI Agents SDKClaude Agent SDKClaude CodeCodexOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

Connecting Openlayer to Claude Cowork

1. Open Customize

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

2. Add the Composio MCP server

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

3. 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 Cowork

4. Connect your Openlayer account

Back in Cowork, ask the agent to connect to Openlayer or give it any Openlayer-related task.

For example, ask Cowork to:

  • "List failing Openlayer tests for deployment"
  • "Summarize production drift in Openlayer project"
  • "Create Openlayer report for model performance"

It will prompt you to authenticate and authorize access.

That's it. Composio's tools are now available in Cowork, and your Openlayer account is ready to use.

What is Claude Cowork?

Claude Cowork is Anthropic's agent for general knowledge work. It can use your computer, files, and connected applications to complete longer-running tasks across your work tools.

With Composio Connect, Cowork can securely access apps like Openlayer through MCP without you sharing account credentials directly with the agent.

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

The Openlayer MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Openlayer account. It provides structured and secure access to your projects, versions, monitoring data sources, tests, results, and workspace details, so your agent can review projects, inspect model versions, check monitoring status, analyze test outcomes, and track workspace usage on your behalf.

  • Project and version reviews: Have your agent list Openlayer projects, inspect their versions, and compare processing status and passing, failing, and total test counts.
  • Production monitoring checks: Let the agent find monitoring data sources and review their backend, monitoring status, record counts, and test counts.
  • Test configuration discovery: Direct your agent to list tests for a project and narrow them by category, archive state, origin, production data use, or suggested status.
  • Test result analysis: Instruct your agent to review results for project versions, monitoring data sources, or individual tests, including execution status and available generated insights.
  • Workspace usage visibility: Have your agent check workspace status, connected account membership, usage counts, and current plan limits.
TOOLS

Supported Tools

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

Get Data Source

Return one Openlayer monitoring data source, including its backend, monitoring status, record and test counts, and optional project or workspace details.

Get Project Version

Return one Openlayer project commit or version with its processing status, commit metadata, storage URI, and passing, failing, and total test counts.

Get Workspace

Return a workspace's identity, status, connected-account membership, usage counts, and plan limits.

List Data Sources

Return one page of monitoring data sources for an Openlayer project, optionally filtered by name.

List Data Source Test Results

Return one page of the latest monitoring test results for an Openlayer data source, optionally filtered by test category or execution status.

List Projects

Return one page of projects visible to the connected Openlayer workspace, optionally filtered by name or task type.

List Project Versions

Return one page of commits and versions for an Openlayer project, including processing status, commit metadata, and passing, failing, and total test counts.

List Project Version Test Results

Return one page of test results for a project version, optionally filtered by test category, archive state, or result status.

List Test Results

Return one page of results for a test, with optional project-version, data-source, and status filters and optional generated insights.

List Tests

Return one page of tests configured for an Openlayer project, with filters for category, archive state, origin version, production-data use, and suggested status.

FRAMEWORKS

How to build Openlayer MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Openlayer MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Openlayer MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Openlayer MCP with Claude Code

Codex logo

Codex

Use Openlayer MCP with Codex

OpenClaw logo

OpenClaw

Use Openlayer MCP with OpenClaw

Hermes logo

Hermes

Use Openlayer MCP with Hermes

CLI logo

CLI

Use Openlayer MCP with CLI

Google ADK logo

Google ADK

Use Openlayer MCP with Google ADK

LangChain logo

LangChain

Use Openlayer MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Openlayer MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Openlayer MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Openlayer MCP with LlamaIndex

CrewAI logo

CrewAI

Use Openlayer MCP with CrewAI

FAQ

Frequently asked questions

With a standalone Openlayer MCP server, the agents and LLMs can only access a fixed set of Openlayer tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Openlayer 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 Openlayer tools.

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

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