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How to connect Honeyhive to Claude

Connect Claude Web, Desktop and Cowork to Honeyhive MCP. Add new datapoints to your evaluation dataset, list all datasets in your honeyhive project, and more using natural language, with authentication handled for you.

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Honeyhive is an AI observability and evaluation platform for analyzing LLM apps. It helps teams monitor, debug, and improve AI system reliability faster.

42 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 Honeyhive account to Claude via Composio Connect, enabling it to add new datapoints to your evaluation dataset, list all datasets in your Honeyhive project, log a batch of model events for analysis, 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 Honeyhive with

Claude CodeOpenAI Agents SDKClaude Agent SDKCodexOpenClawHermesAtomic AgentGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAIPydantic AIAutoGen

Connecting Honeyhive 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 Honeyhive account

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

For example, ask Claude to:

  • "Add new datapoints to your evaluation dataset"
  • "List all datasets in your Honeyhive project"
  • "Log a batch of model events for analysis"

It will prompt you to authenticate and authorize access.

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

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

The Honeyhive MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Honeyhive account. It provides structured and secure access to your AI observability platform, so your agent can perform actions like managing datasets, logging model and tool events, evaluating runs, and configuring project settings on your behalf.

  • Dataset management and organization: Create, retrieve, and delete datasets for your AI projects, helping you maintain organized and up-to-date evaluation data.
  • Efficient event logging: Log batches of model or external tool events, enabling comprehensive tracking and analysis of AI system interactions in real-time.
  • Data curation and cleanup: Add new datapoints to datasets or remove specific datapoints, ensuring your evaluation data remains accurate and relevant.
  • Streamlined evaluation workflows: Mark evaluation runs as completed and fetch project configuration details, making it easy to track progress and update run statuses automatically.

Troubleshooting

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

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

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

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

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

  • 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 Honeyhive.
  • If it fails again, send the error and the ofid_ reference id to support@composio.dev.

3. Why does the Honeyhive authorization link not work?

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

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

4. Why do Honeyhive actions fail after they worked before?

The Honeyhive connection can expire or lose permission.

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

5. How do I switch to a different Honeyhive account?

Claude can manage the Honeyhive connection for you.

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

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

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

  • In Claude Desktop, open Customize > Connectors.
  • Next to Composio, click ⋮ and click Clear cache.
  • If Honeyhive 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 Honeyhive.
TOOLS

Supported Tools

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

Add datapoints to dataset

Tool to add datapoints to a dataset.

Compare Experiment Runs

Tool to retrieve experiment comparison between two evaluation runs.

Compare Runs Events

Tool to compare events between two experiment runs side-by-side.

Batch Create Datapoints

Tool to create multiple datapoints in a single batch operation.

Create Batch Model Events

Tool to create multiple model events in a single request.

Create Batch Tool Events

Tool to log a batch of external API calls as tool events.

Create Configuration

Creates a new configuration in HoneyHive for managing LLM or pipeline settings.

Create Datapoint

Tool to create a new datapoint with input-output pairs.

Create Dataset

Tool to create a dataset.

Create Event

Tool to create a new event in HoneyHive to track execution of different parts of your application.

Create Metric

Tool to create a new metric in HoneyHive.

Create Model Event

Tool to create a new model event to log LLM call data.

Create Tool

Creates a new tool definition in a HoneyHive project.

Delete Datapoint

Tool to delete a specific datapoint by its ID.

Delete Dataset

Tool to delete a dataset by ID.

End Evaluation Run

Tool to update an evaluation run's status and metadata.

Get Configurations

Tool to retrieve a list of configurations.

Get Datasets

Retrieve datasets from HoneyHive for a specified project.

Get Events

Tool to query events with filters and projections from HoneyHive.

Get Events By Session ID

Tool to retrieve the complete tree of nested events for a specific session.

Get Events Chart

Tool to retrieve charting and analytics data for events over time.

Get Metrics

Retrieves all metrics associated with a HoneyHive project.

Get Projects

Tool to retrieve all projects in the HoneyHive account.

Get Evaluation Run Details

Tool to get details of an evaluation run by its UUID.

Get Run Metrics

Tool to get event metrics for an experiment run.

Get Evaluation Runs

Tool to retrieve a list of evaluation runs from HoneyHive.

Get Runs Schema

Tool to retrieve the schema for experiment runs in HoneyHive.

Get Session

Retrieve a complete session tree by session ID from HoneyHive.

List Tools

Tool to list all available Honeyhive tools.

Retrieve Datapoint

Retrieve a specific datapoint by its ID from HoneyHive.

Retrieve Datapoints

Retrieve datapoints from a HoneyHive project.

Retrieve Events

Retrieve and export events from a HoneyHive project.

Retrieve Experiment Result

Tool to retrieve the result of a specific experiment run.

Start Evaluation Run

Creates a new evaluation run to group and track multiple session events for analysis.

Start Session

Start a new HoneyHive session for tracing and observability.

Update Configuration

Tool to update an existing HoneyHive configuration.

Update Datapoint

Update an existing datapoint by ID.

Update Dataset

Tool to update an existing dataset.

Update Event

Update an existing HoneyHive event by ID.

Update Metric

Tool to update an existing metric.

Update Project

Updates an existing HoneyHive project's name or description.

Update Tool

Tool to update an existing tool in HoneyHive.

FRAMEWORKS

How to build Honeyhive MCP Agent with another framework

Claude Code logo

Claude Code

Use Honeyhive MCP with Claude Code

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Honeyhive MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Honeyhive MCP with Claude Agent SDK

Codex logo

Codex

Use Honeyhive MCP with Codex

OpenClaw logo

OpenClaw

Use Honeyhive MCP with OpenClaw

Hermes logo

Hermes

Use Honeyhive MCP with Hermes

Atomic Agent logo

Atomic Agent

Use Honeyhive MCP with Atomic Agent

Google ADK logo

Google ADK

Use Honeyhive MCP with Google ADK

LangChain logo

LangChain

Use Honeyhive MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Honeyhive MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Honeyhive MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Honeyhive MCP with LlamaIndex

CrewAI logo

CrewAI

Use Honeyhive MCP with CrewAI

Pydantic AI logo

Pydantic AI

Use Honeyhive MCP with Pydantic AI

AutoGen logo

AutoGen

Use Honeyhive MCP with AutoGen

FAQ

Frequently asked questions

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

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

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