How to connect FutureAGI 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 FutureAGI account to Cowork via Composio Connect, enabling it to list failed FutureAGI evaluation runs, summarize latency spikes in production traces, create dataset from bad model outputs, and more such actions on your behalf without compromising your account security.

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FutureAGI is an AI evaluation and observability platform for testing, tracing, simulating, and improving AI systems. Use it to measure model quality, debug failures, manage datasets, and close the loop with annotation workflows.

9 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 FutureAGI account to Cowork via Composio Connect, enabling it to list failed FutureAGI evaluation runs, summarize latency spikes in production traces, create dataset from bad model outputs, and more such actions on your behalf without compromising your account security.

Also integrate FutureAGI with

Connecting FutureAGI 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 FutureAGI account

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

For example, ask Cowork to:

  • "List failed FutureAGI evaluation runs"
  • "Summarize latency spikes in production traces"
  • "Create dataset from bad model outputs"

It will prompt you to authenticate and authorize access.

That's it. Composio's tools are now available in Cowork, and your FutureAGI 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 FutureAGI through MCP without you sharing account credentials directly with the agent.

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

The FutureAGI MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your FutureAGI account. It provides structured and secure access to your evaluations, datasets, annotation workflows, agent definitions, and simulation resources, so your agent can review evaluation tasks, find datasets, inspect annotation work, browse agents, and explore simulations on your behalf.

  • Evaluation setup discovery: Have your agent find evaluation tasks and custom evaluation configurations for a specific project or task name.
  • Dataset and label review: Let the agent search your datasets and review annotation labels by name, type, project, or dataset.
  • Annotation queue oversight: Direct your agent to list annotation queues by name or status and include item counts when needed.
  • Agent and test inspection: Instruct your agent to find agent definitions and review configured run tests by name, source type, or prompt template without running them.
  • Simulation resource exploration: Have your agent browse personas and scenarios using agent type, simulation mode, agent definition, or search text.
TOOLS

Supported Tools

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

List Agent Definitions

List one page of agent definitions in the connected FutureAGI organization, optionally filtering by type, name, assistant ID, or agent ID.

List Annotation Labels

List one page of FutureAGI annotation labels by type, name, project, or dataset, optionally including usage counts.

List Annotation Queues

List one page of FutureAGI annotation queues by status or name, optionally including item counts.

List Custom Eval Configs

List custom evaluation configurations, optionally restricted to a FutureAGI project or evaluation task.

List Datasets

List one page of datasets in the connected FutureAGI organization, optionally searching by name.

List Eval Tasks

List one page of FutureAGI evaluation tasks, optionally filtering by project ID or task name.

List Personas

List one page of built-in and workspace personas for FutureAGI simulations, with type, simulation-mode, and text filters.

List Run Tests

List one page of configured FutureAGI run tests without executing them, optionally filtering by name, source type, or prompt template.

List Scenarios

List one page of FutureAGI simulation scenarios, optionally filtering by agent definition, agent type, or search text.

FAQ

Frequently asked questions

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

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

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