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Market around LabRat

An MCP server exposing the GitLab REST API v4 to LLM hosts such as Claude Code through 59 workflow-oriented tools for code review, issue triage, CI/CD debugging, and repository navigation.

Visit gitlab.com ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
LabRat · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
LabRat doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
29th pctile
33 competing vendors
Comparable listings · 30d
—

No providers in this market have a Pro-tier plan — try another tier.

Products in this market

Ranked by how closely each one matches LabRat's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther1Ranked by similarity
LabRatthis listing
● OTHER
no public price
MMCP servers19Ranked by similarity
Git MR Reviewer
● MCP83% similar
no public price
Project MCP
● MCP77% similar
no public price
Needle
● MCP76% similar
no public price
Gitlab
● MCP73% similar
no public price
GI
GitLab Operations
● MCP73% similar
no public price
GitHub MCP Server
● MCP73% similar
no public price
Mcp Gitlab
● MCP72% similar
no public price
Gitlab Mr
● MCP72% similar
no public price
LocalForge
● MCP72% similar
no public price
GitLab MCP
● MCP72% similar
no public price
local-llm-worker
● MCP72% similar
no public price
CodeReview MCP
● MCP71% similar
no public price
Gitlab
● MCP71% similar
no public price
Bitbucket
● MCP71% similar
no public price
MCP Repo Tools
● MCP71% similar
no public price
MCP Verified Agent Loop
● MCP71% similar
no public price
MCP Readonly Gateway
● MCP71% similar
no public price
Minio
● MCP70% similar
no public price
EcoScan
● MCP70% similar
no public price
PPlatforms1Ranked by similarity
Selfware
● PLATFORM73% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.