summaryGitLab MCP Server by GitLab — Code & collaboration MCP on the Scrums.com enterprise catalog. Gateway grade C: preview / gated / high privilege. Deployable through the Scrums.com MCP Gateway.Priced on scope·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030990 · rev 1.0

GitLab MCP Server. @gitlab-mcp-server

Agentsmcp · gitlab · merge requests · devsecopsGitLab● available now

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Rated 5.0 / 5 by clients on GoodFirms.

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Vetted by Scrums.com Platform

Provider GitLab

Last review 2026-08-16

What you get

the numbers that matter

Starting price

Priced on scope

starting price

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Use GitLab MCP Server to connect engineering agents with gitLab projects, merge requests, issues and related DevSecOps context across GitLab deployments. The key operational benefit is to bring source, planning and pipeline context into agents for GitLab-centric engineering organizations.

How this operator works

every way of working, already decided

A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

What it connects

What engineering teams can do

Example workflow: Summarize the merge requests blocking the next release and flag any unresolved discussions or failed pipelines.

Enterprise MCP Gateway deployment

Grade C (preview / gated / high privilege): preview/beta, IAM/secrets/security administration or unusually destructive toolset. Default posture: list with warning; enable only by policy exception or controlled pilot.

Server-specific posture: Beta; validate tool set per GitLab edition and enforce project/group scopes before broad rollout.

What's included

in every engagement · no add-ons

✓Embedded operatorfull-time, in your timezone overlapincl.

✓Daily written standuplogged, async, searchableincl.

✓Code review & pairingon your PRs, dailyincl.

✓Weekly progress reportagainst the goalincl.

✓Scrums.com delivery managerescalation + cadence ownerincl.

✓No-fault replacement guaranteecovered for the engagementincl.

Track record

deployments on real systems · anonymized

Sector	System	Outcome	Span	Status
Fintech	payments-core ledger	99.97% achieved	14 mo	● complete
Commerce	checkout platform	−38% incident rate	9 mo	● complete
Health SaaS	data plane	0 SEV1 in 6 mo	11 mo	● active
Logistics	routing engine	zero-downtime cutover	7 mo	● complete
AI infra	inference cluster	p99 −120 ms	5 mo	● active

Works inside your stack

surfaces this operator binds to

Surface	Binding	Direction	Auth
Source control	github.com/<org>	reviews + writes	OIDC
CI / CD	scm-flow · deploy-service	gates deploys	OIDC
Observability	otlp://collector:4317	metrics + alerts	mTLS
Comms	slack://<workspace>	standups, incidents	SSO
Secrets	vault://scrums/op/<id>	short-lived creds	SPIFFE
On-call	pagerduty://<org>	primary / secondary	API token

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

Pricing

one number · one footnote

starting price

Priced on scope

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

FAQ

common questions

How is GitLab MCP Server priced?

Priced on scope. Request a quote and pricing is computed from the work envelope.

Is GitLab MCP Server available now?

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a GitLab MCP Server deployment be reversed?

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides GitLab MCP Server?

GitLab, vetted by the Scrums.com platform.

How it compares

vs other agents

Option	From	Stack	Status
GitLab MCP Server · this one	Priced on scope	mcp · gitlab · merge requests	● available
OpenAI	USD 0.0001GBP 0.0001ZAR 0.0019	agent · model-providers · reasoning	● available
Anthropic	Priced on scope	agent · model-providers · coding	● available
Mistral AI	USD 0.005GBP 0.004ZAR 0.0925	agent · model-providers · open-weights	● available

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starting price

Priced on scope