How to connect Honeyhive to OpenClaw
Connect Honeyhive to OpenClaw with ClawLink: paste your Honeyhive key once and 42 tools work from chat. No MCP server to run, nothing stored on your machine.
HoneyhiveAPI KEYMCPHoneyHive is a modern AI observability and evaluation platform that enables developers and domain experts to collaboratively build reliable AI applications faster.. Once connected, OpenClaw can read and act on Honeyhive from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Honeyhive access for OpenClaw is an MCP server you configure and keep running, plus your own OAuth app or API keys. ClawLink gives OpenClaw a more practical Honeyhive setup: install one ClawHub skill, connect Honeyhive in the browser, and OpenClaw can call real Honeyhive actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.
Setup
It takes three steps to connect OpenClaw to Honeyhive.
1Install the plugin
Paste the setup prompt into OpenClaw, or install from the terminal and ask OpenClaw to pair:
openclaw plugins install clawhub:clawlink-plugin- 2
Connect Honeyhive
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Honeyhive?"
Install by command
The setup prompt above does all of this in one paste. By hand, it is one install command plus a browser approval:
openclaw plugins install clawhub:clawlink-pluginThen ask OpenClaw to set up ClawLink. It starts browser pairing and prints an approval link — open it, approve the device, return to the chat, and say done. Finally, connect Honeyhive in the ClawLink dashboard — paste your Honeyhive API key once.
Verify the connection by asking OpenClaw:
Use Honeyhive to compare runs and walk me through the result in plain English.
Using a different agent?
The OpenClaw plugin is one client of ClawLink's MCP server. Claude Code, Cursor, Codex, or any agent that can run a shell command pairs with the same ClawLink account through the CLI:
npx -y @useclawlink/cli loginlogin opens the same browser approval and stores a credential locally. Once Honeyhive is connected in the dashboard, that agent calls the same 42 Honeyhive tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Honeyhive MCP for OpenClaw
Looking for a Honeyhive MCP server for OpenClaw? ClawLink connects Honeyhive to OpenClaw and exposes 42 Honeyhive tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Honeyhive integration works the same way.
What the OpenClaw Honeyhive integration can do
42 Honeyhive tools are ready for OpenClaw once the account is connected. The 30 below are the ones people reach for most; your agent can call all 42.
30 of 42 Honeyhive tools for OpenClaw
| Tool | What it does |
|---|---|
Compare runs honeyhive_compare_runs | Retrieve experiment comparison between two evaluation runs |
Compare runs events honeyhive_compare_runs_events | Compare events between two experiment runs side-by-side |
Get configurations honeyhive_get_configurations | Retrieve a list of configurations |
Get datasets honeyhive_get_datasets | Retrieve datasets from HoneyHive for a specified project |
Get events honeyhive_get_events | Query events with filters and projections from HoneyHive |
Get events by session ID honeyhive_get_events_by_session_id | Retrieve the complete tree of nested events for a specific session |
Get events chart honeyhive_get_events_chart | Retrieve charting and analytics data for events over time |
Get metrics honeyhive_get_metrics | Retrieves all metrics associated with a HoneyHive project |
Get projects honeyhive_get_projects | Retrieve all projects in the HoneyHive account |
Get run honeyhive_get_run | Get details of an evaluation run by its UUID |
Get run metrics honeyhive_get_run_metrics | Get event metrics for an experiment run |
Get runs honeyhive_get_runs | Retrieve a list of evaluation runs from HoneyHive |
Get runs schema honeyhive_get_runs_schema | Retrieve the schema for experiment runs in HoneyHive |
Get session honeyhive_get_session | Retrieve a complete session tree by session ID from HoneyHive |
List tools honeyhive_list_tools | List all available Honeyhive tools |
Retrieve datapoint honeyhive_retrieve_datapoint | Retrieve a specific datapoint by its ID from HoneyHive |
Retrieve datapoints honeyhive_retrieve_datapoints | Retrieve datapoints from a HoneyHive project |
Retrieve events honeyhive_retrieve_events | Retrieve and export events from a HoneyHive project |
Retrieve experiment result honeyhive_retrieve_experiment_result | Retrieve the result of a specific experiment run |
Add datapoints to dataset honeyhive_add_datapoints_to_dataset | Add datapoints to a dataset |
Create batch datapoints honeyhive_create_batch_datapoints | Create multiple datapoints in a single batch operation |
Create batch model events honeyhive_create_batch_model_events | Create multiple model events in a single request |
Create batch tool events honeyhive_create_batch_tool_events | Log a batch of external API calls as tool events |
Create configuration honeyhive_create_configuration | Creates a new configuration in HoneyHive for managing LLM or pipeline settings |
Create datapoint honeyhive_create_datapoint | Create a new datapoint with input-output pairs |
Create dataset honeyhive_create_dataset | Create a dataset |
Create event honeyhive_create_event | Create a new event in HoneyHive to track execution of different parts of your application |
Create metric honeyhive_create_metric | Create a new metric in HoneyHive |
Create model event honeyhive_create_model_event | Create a new model event to log LLM call data |
Create tool honeyhive_create_tool | Creates a new tool definition in a HoneyHive project |
Try it: find the Honeyhive tool you need
Browse the 30 Honeyhive tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Honeyhive to compare runs and walk me through the result in plain English.
Use Honeyhive to compare runs events and walk me through the result in plain English.
Pull the relevant data from Honeyhive, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Honeyhive, summarize it in plain English, and point out anything that needs attention.
ClawLink vs. building it yourself
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Honeyhive working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Honeyhive API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Honeyhive account becomes available to the agent without you building credential management. |
| Ongoing maintenance | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Honeyhive. | ClawLink handles the repetitive integration plumbing so your team can focus on the workflow instead of the infrastructure. |
| Agent usability | You still need to expose the right Honeyhive actions to the runtime in a format your agent can reliably use. | 42 tools for Honeyhive are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Honeyhive to AI agents. It is developer infrastructure: Python and TypeScript SDKs, an MCP server, and a catalog past 1,000 apps, aimed at teams shipping agent products. ClawLink is built for OpenClaw users instead. You install the plugin once, connect Honeyhive in the browser, and the 42 tools above work from chat. There is no SDK and no config file, and the Honeyhive key you paste at setup is stored server-side rather than kept in your environment. Choosing between them? Read the full Composio alternatives comparison.
Troubleshooting
OpenClaw installed the Honeyhive skill but can't call the tools
The ClawHub skill teaches OpenClaw about Honeyhive, but the calls run through the ClawLink plugin and your connected account. Make sure Honeyhive is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
Connection succeeds but no tools appear
Reconnect Honeyhive from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.
"Tool schema not loaded yet" error when calling Honeyhive tools
Honeyhive tool schemas load on demand the first time a tool runs and are cached after that, so this error usually clears on its own: wait a few seconds and retry the same request. If every Honeyhive call keeps failing with it in a fresh chat, reconnect from the dashboard, and contact support if it still persists — that pattern points to a configuration problem on our side, not something you can fix by reconnecting again.
Honeyhive returns 403 or "permission denied" on one action while others work
Two usual causes. The connected account may not have access to the specific workspace, inbox, store, or project in the request — check that first. If access looks right, the agent may have sent a placeholder value (like "YOUR_ID" or an example id from documentation) instead of a real one: ask it to run a list or search tool first, then retry the action with a real id from those results. Most failures at this stage are one of these two, not ClawLink bugs.
API key setup works but results look incomplete
Double-check that the API key for Honeyhive has the right scopes or account access. A valid key can still be too limited for some reads or writes.
FAQ
Is there a OpenClaw Honeyhive integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Honeyhive: link your Honeyhive account once in the browser and OpenClaw can call the Honeyhive API through 42 ready-made tools — no custom code or token handling.
How do I add Honeyhive to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Honeyhive skill from ClawHub, then you click Connect in the dashboard to authorize Honeyhive. OpenClaw calls the tools from the next message — no config files, and the Honeyhive key you paste is stored server-side instead of in your environment.
How long does it take to connect Honeyhive to OpenClaw?
About two minutes. Sign in, click Connect next to Honeyhive in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Honeyhive up myself?
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Honeyhive working from chat.
OpenClaw installed the Honeyhive skill but can't call the tools
The ClawHub skill teaches OpenClaw about Honeyhive, but the calls run through the ClawLink plugin and your connected account. Make sure Honeyhive is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
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