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memtro

GitLab + Memtro

Issues, merge requests, pipelines and code from GitLab.

Connect gitlab.com or your own GitLab instance with a read-only access token. Memtro can answer questions about open issues and merge requests, who approved what, why a pipeline failed, and what a file or recent commit actually says, and it keeps the graph current with merged MRs, closed issues and failed builds.

What you can do with GitLab in Memtro

Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right GitLab tool, reads what it needs, and answers with the source cited.

01

Release readiness

Before a release the engineering lead asks what is still open against the milestone, which MRs lack approvals and whether the default-branch pipeline is green. Memtro answers from live GitLab data and links each item.

02

Incident follow-up

During a post-mortem someone asks when the config change landed and who approved it. Memtro finds the merged MR, its approvers and the commit, and recalls the failed pipeline memory it recorded at the time.

  • Search issues and merge requests across every project or within one
  • Read an MR with its discussion, approvals and merge status
  • See recent pipelines and the jobs that failed
  • Browse commits by branch, path, author or date
  • Search code or read any file at a branch, tag or sha
  • Hourly sync of merged MRs, closed issues and failed default-branch pipelines
When you ask it to

These tools change something in GitLab. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.

  • Open an issue in a project
  • Comment on an issue or merge request
  • Change an issue's title, description, labels, assignees or due date, or close or reopen it
  • Commit files to a branch, creating the branch if it does not exist
  • Open a merge request from a branch
  • Approve a merge request, or take that approval back
  • Change a merge request's title, description, target branch, labels, reviewers or draft state, or close it
  • Merge a merge request, optionally squashing it or deleting the source branch

Ask it like this

Questions people ask once GitLab is connected. In agent mode each one also checks the other systems that know about the same people, companies or identifiers.

  • ›Which merge requests are waiting for review in acme/api?
  • ›Why did the last pipeline on main fail for the billing service?
  • ›Show me the open issues labelled bug assigned to Priya
  • ›What changed in the payments module this week?
  • ›Read config/settings.rb from the release branch

Where it fits

Teams that get the most from GitLab in Memtro, with the rest of their stack attached.

Better together

A record in GitLab is rarely the whole story. Connect the systems that hold the rest and the agent cross-references them by default, then remembers what it learned so the next question starts further along.

Also in Engineering and operations

Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.

How to connect

  1. 01In GitLab open User settings → Access tokens (or a group's Settings → Access tokens).
  2. 02Create a token with the read_api and read_repository scopes and copy it.
  3. 03In Memtro choose GitLab, paste the token and, for self-hosted GitLab, enter your instance URL.
  4. 04Test the connection; Memtro confirms the username and GitLab version.
Also works from

Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The GitLab tools are the same everywhere.

Set it up as an MCP server →Clients and agents →

Questions

Can Memtro change anything in GitLab?
Only when you ask, and only what it has been granted: open an issue in a project; comment on an issue or merge request; change an issue's title, description, labels, assignees or due date, or close or reopen it; commit files to a branch, creating the branch if it does not exist; open a merge request from a branch; approve a merge request, or take that approval back; change a merge request's title, description, target branch, labels, reviewers or draft state, or close it; merge a merge request, optionally squashing it or deleting the source branch. Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a GitLab connection?
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my GitLab data?
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded. An hourly sync anchors recently changed GitLab records into memory as entities.
How do I connect GitLab?
API key. In GitLab open User settings → Access tokens (or a group's Settings → Access tokens).

Connect GitLab in a few minutes

Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.