How to connect FutureAGI to OpenClaw
Connect FutureAGI to OpenClaw with ClawLink: paste your FutureAGI key once and 9 tools work from chat. No MCP server to run, nothing stored on your machine.
FutureAGIAPI KEYMCPFutureAGI provides evaluation, observability, simulation, dataset, and annotation APIs for building and improving AI systems.. Once connected, OpenClaw can read and act on FutureAGI from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to FutureAGI 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 FutureAGI setup: install one ClawHub skill, connect FutureAGI in the browser, and OpenClaw can call real FutureAGI 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 FutureAGI.
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 FutureAGI
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with FutureAGI?"
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 FutureAGI in the ClawLink dashboard — paste your FutureAGI API key once.
Verify the connection by asking OpenClaw:
List the relevant items in FutureAGI, group them by priority, and recommend what OpenClaw should do next.
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 FutureAGI is connected in the dashboard, that agent calls the same 9 FutureAGI tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
FutureAGI MCP for OpenClaw
Looking for a FutureAGI MCP server for OpenClaw? ClawLink connects FutureAGI to OpenClaw and exposes 9 FutureAGI tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes FutureAGI integration works the same way.
What the OpenClaw FutureAGI integration can do
9 FutureAGI tools are ready for OpenClaw once the account is connected.
All 9 FutureAGI tools for OpenClaw
| Tool | What it does |
|---|---|
List agent definitions futureagi_list_agent_definitions | List one page of agent definitions in the connected FutureAGI organization, optionally |
List annotation labels futureagi_list_annotation_labels | List one page of FutureAGI annotation labels by type, name, project, or dataset, optionally |
List annotation queues futureagi_list_annotation_queues | List one page of FutureAGI annotation queues by status or name, optionally including item counts |
List custom eval configs futureagi_list_custom_eval_configs | List custom evaluation configurations, optionally restricted to a FutureAGI project or |
List datasets futureagi_list_datasets | List one page of datasets in the connected FutureAGI organization, optionally searching by name |
List eval tasks futureagi_list_eval_tasks | List one page of FutureAGI evaluation tasks, optionally filtering by project ID or task name |
List personas futureagi_list_personas | List one page of built-in and workspace personas for FutureAGI simulations, with type |
List run tests futureagi_list_run_tests | List one page of configured FutureAGI run tests without executing them, optionally filtering by |
List scenarios futureagi_list_scenarios | List one page of FutureAGI simulation scenarios, optionally filtering by agent definition |
Try it: find the FutureAGI tool you need
Browse the 9 FutureAGI tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
List the relevant items in FutureAGI, group them by priority, and recommend what OpenClaw should do next.
List the relevant items in FutureAGI, group them by priority, and recommend what OpenClaw should do next.
List the relevant items in FutureAGI, group them by priority, and recommend what OpenClaw should do next.
List the relevant items in FutureAGI, group them by priority, and recommend what OpenClaw should do next.
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 FutureAGI working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the FutureAGI API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected FutureAGI 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 FutureAGI. | 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 FutureAGI actions to the runtime in a format your agent can reliably use. | 9 tools for FutureAGI are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes FutureAGI 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 FutureAGI in the browser, and the 9 tools above work from chat. There is no SDK and no config file, and the FutureAGI 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 FutureAGI skill but can't call the tools
The ClawHub skill teaches OpenClaw about FutureAGI, but the calls run through the ClawLink plugin and your connected account. Make sure FutureAGI 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 FutureAGI 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 FutureAGI tools
FutureAGI 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 FutureAGI 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.
FutureAGI 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 FutureAGI 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 FutureAGI integration?
Yes. ClawLink is the fastest way to connect OpenClaw to FutureAGI: link your FutureAGI account once in the browser and OpenClaw can call the FutureAGI API through 9 ready-made tools — no custom code or token handling.
How do I add FutureAGI to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink FutureAGI skill from ClawHub, then you click Connect in the dashboard to authorize FutureAGI. OpenClaw calls the tools from the next message — no config files, and the FutureAGI key you paste is stored server-side instead of in your environment.
How long does it take to connect FutureAGI to OpenClaw?
About two minutes. Sign in, click Connect next to FutureAGI in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring FutureAGI 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 FutureAGI working from chat.
OpenClaw installed the FutureAGI skill but can't call the tools
The ClawHub skill teaches OpenClaw about FutureAGI, but the calls run through the ClawLink plugin and your connected account. Make sure FutureAGI 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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