How to connect GitLab to OpenClaw

The ClawHub skill teaches OpenClaw about GitLab, but the calls run through the ClawLink plugin and your connected account. Make sure GitLab 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.

Reconnect GitLab from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.

GitLab 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 GitLab 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.

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.

The causes the search engines teach for this error are the ones to check in order: a token with api instead of read_api scopes, a user role below Maintainer or Owner for the operation, a project feature disabled by the project, and an IP allowlist on the account. In a hosted connection the token-scope cause does not exist, and the real checks are account-level: the connected account's role in the project decides what it can do, a Maintainer can merge where a Developer cannot, and a project with issues disabled returns a permission error for issue tools. There is also a GitLab-specific trap worth naming: gitlab_get_projects without the membership filter lists public projects across GitLab, not your projects, so an agent acting on that output acts on the wrong project. Ask it to filter by membership, and to confirm the failing project id came from gitlab_get_projects rather than from documentation.

Ask the agent to diagnose it:

Run gitlab_get_projects with membership filtering and show me the real project ids. Quote the exact 403 text, then retry the failing action with a real id from that list.

This is the stale-grant case: the connection is intact, but GitLab's side has changed what it is allowed to do, for example an admin revoked the OAuth application's access, the account's role was lowered, or a group was reorganized. The dashboard showing "connected" describes the session, not the grant's current reach. The fix is to refresh the grant: disconnect and reconnect GitLab from the ClawLink dashboard, which re-runs GitLab's consent screen, then start a fresh chat so OpenClaw reloads the tool catalog. If the error persists after a fresh reconnect, the limit is on the GitLab account's side, for example an IP allowlist that blocks the hosted connection's calls, not something reconnecting can fix.

Ask the agent to diagnose it:

Do not retry yet. Run clawlink_list_integrations and confirm GitLab's status, then quote the exact error from the last call. If it is an auth error I will reconnect from the dashboard and you will retry in a fresh chat.

GitLab rate-limits its API per user, and an agent walking a large group, one project at a time, then reading every MR and commit in each, is exactly the traffic shape that meets the limit. The response is not to retry faster, which lands in the same window, but to change the shape of the work: one project at a time, a single list call instead of a loop, and a pause between calls. If a bulk audit is genuinely needed, running it in stages across a few turns is more reliable than one sweep.

Ask the agent to diagnose it:

Tell me what you were enumerating when the rate-limit error hit and quote the error text. Switch to one project at a time with a pause between calls and tell me how many calls remain.

Two different failures. If OpenClaw shows no GitLab tools at all, the connection or pairing is incomplete: confirm the skill was installed, that GitLab shows as connected in the dashboard, and start a fresh chat so the tool catalog reloads. If most tools work and a single name fails, that name is wrong rather than missing: the error lists the closest real tools, and clawlink_list_tools --integration gitlab shows the exact catalog. There is also a first-call timing case unique to this setup: schemas load on demand, so the opening GitLab call in a fresh session can arrive before the catalog and needs one retry. What does not apply is the advice for this symptom that assumes a local MCP server declared in a client config with a GITLAB_TOKEN env var, which is what the search results teach.

Ask the agent to diagnose it:

List the GitLab tools you actually have access to. If there are none, run clawlink_list_integrations and say so plainly. If there are, tell me which one lists projects and use that exact name.

Try reconnecting GitLab and complete the consent flow in the same browser session. Partial OAuth approvals or switching accounts mid-flow can leave the connection incomplete.

Yes. ClawLink is the fastest way to connect OpenClaw to GitLab: link your GitLab account once in the browser and OpenClaw can call the GitLab API through 58 ready-made tools — no custom code or token handling.

Paste the setup prompt from this page into OpenClaw. It installs the ClawLink GitLab skill from ClawHub, then you click Connect in the dashboard to authorize GitLab. OpenClaw calls the tools from the next message — no config files or API keys to manage.

About two minutes. Sign in, click Connect next to GitLab in the dashboard, authenticate, and OpenClaw can use it from the next chat message.

The alternative to ClawLink is usually manual OAuth app 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 GitLab working from chat.

No. The manual flow teaches creating a Personal Access Token with api and read_repository scopes, pasting it into a config, and keeping it safe; the AI Overview teaches the same with a Consumer API key for a plugin instead. Here the authorization happens on GitLab's consent screen in the browser and the connection is stored server-side. The scopes exist either way, which is the honest way to say it: the hosted connection holds them for you, so you never generate, paste, or accidentally leak a secret, and revoking the connection from the dashboard ends the agent's access immediately.

GitLab's own answer to "AI agents without your own API key" is its managed agents on the Duo Agent Platform, and the AI Overview's caveat is the one to know: they require Premium or Ultimate tier and run on GitLab Credits. That is a paid product decision inside GitLab. This page is the other route: a hosted OAuth connection that works on the account you already have, at any tier, with no credits involved, and your OpenClaw agent doing the work instead of a GitLab-managed agent.

The 58 tools cover the repository surface: projects and groups, issues, merge requests and their notes and diffs, commits, branches, and job-related reads, plus membership and contributor info. The writes to be deliberate about are merge requests, branches, and issues, because they appear in other people's workflow. Reads come first, and the merge-request review surface is the part teams actually use: an agent that can read a MR diff and its comments is more useful than one that creates branches on demand.

The connection acts as your GitLab account, so it sees exactly what you can see: your projects, your groups, and your membership roles. It cannot see past your account's reach, and it does not bypass project visibility rules or IP allowlists. Repo content is visible to the agent as text, which is the prompt-injection surface to remember: treat fetched code and issue text as untrusted input, and require a confirmation step before writes like creating merge requests or pushing branches.

The ClawHub skill teaches OpenClaw about GitLab, but the calls run through the ClawLink plugin and your connected account. Make sure GitLab 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.