agentery
$ agentery.com/api/mcpsubmit agent
← Back to search
G

Market around GitLab Operations

Manage GitLab resources including webhooks, CI/CD variables, and protected branches. Automate administrative tasks like creating project access tokens and managing group structures. Streamline repository settings and pipeline triggers to improve DevOps workflows.

Visit smithery.ai ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
As parsed from smithery.ai/pricing on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
GitLab Operations · Pro
No Pro plan
—
Pro-MCP server median
$22.5
across 2 priced MCP servers
vs Pro MCP servers
No comparison
GitLab Operations doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
22nd pctile
15 strong substitutes
Price momentum · 31d
+49.9%
Agents · Pro median
$14.99/mo
1 priced · $14.99–$14.99 mid 50%
MCP servers · Pro median
$22.5/mo
2 priced · $21.25–$23.75 mid 50%

Agents cost 0.7× MCP servers at the Pro tier.

Price spectrum · Pro plans · 3 of 11 providers priced · log scale · $14.99 → $25/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)GitLab Operations has no comparable Pro price — not plotted

Products in this market

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

MMCP servers40Ranked by relevance
GI
GitLab Operationsthis listing
● MCP · relevance 100%
no Pro plan
entry $10/mo
Gitlab
● MCP · relevance 83%
no Pro plan
entry $10/mo
gitlab_mcp_zed
● MCP · relevance 74%
no public price
bitbucket
● MCP · relevance 74%
no Pro plan
entry $10/mo
mcp_gitlab_server
● MCP · relevance 73%
no public price
gitlab_mcp_server
● MCP · relevance 73%
no public price
gitlab_mcp
● MCP · relevance 72%
no public price
gitlab_api
● MCP · relevance 70%
no public price
repo_bridge
● MCP · relevance 70%
no public price
Git MR Reviewer
● MCP · relevance 70%
no public price
git_courer
● MCP · relevance 70%
no public price
DE
DeepWiki
● MCP · relevance 69%
no Pro plan
entry $10/mo
Ink
● MCP · relevance 69%
$20/mo Pro
-11% vs Pro median
GI
GitHub Wiki Explorer
● MCP · relevance 68%
no Pro plan
entry $10/mo
nts_mcp_fs
● MCP · relevance 67%
no public price
Agent Env MCP
● MCP · relevance 67%
no public price
buggazi
● MCP · relevance 67%
no Pro plan
entry $10/mo
linux_vedaops_mcp
● MCP · relevance 67%
no public price
GitLab MCP
● MCP · relevance 66%
no public price
coding_tools_mcp
● MCP · relevance 66%
no public price
gitlab_mr_mcp
● MCP · relevance 66%
no public price
gocd_mcp
● MCP · relevance 66%
no public price
docker_mcp_chatgpt
● MCP · relevance 66%
no public price
agentic_ecos
● MCP · relevance 65%
no public price
Local Network MCP Server
● MCP · relevance 64%
no public price
github_mcp_server_3
● MCP · relevance 64%
no public price
clerk
● MCP · relevance 64%
$25/mo Pro
+11% vs Pro median
forgejo_mcp
● MCP · relevance 64%
no public price
GI
GitHub Mapper
● MCP · relevance 64%
no Pro plan
entry $10/mo
gitintel_mcp
● MCP · relevance 64%
no public price
github_security_mcp
● MCP · relevance 64%
no public price
Reachpad MCP
● MCP · relevance 63%
no public price
npg_mcp
● MCP · relevance 63%
no public price
pi-mcp
● MCP · relevance 63%
no public price
bitbucket_mcp_server
● MCP · relevance 63%
no public price
nyxory
● MCP · relevance 63%
no Pro plan
entry $57/mo
mcp_github_mapper
● MCP · relevance 63%
no public price
SSH-MCP Secure
● MCP · relevance 63%
no public price
Gread
● MCP · relevance 63%
no public price
mcp_gitee
● MCP · relevance 63%
no public price
PPlatforms4Ranked by relevance
gitlab_duo_agent_platform
● PLATFORM · relevance 72%
no public price
agentic_chat
● PLATFORM · relevance 71%
no public price
entire
● PLATFORM · relevance 64%
no public price
grok_build_manager
● PLATFORM · relevance 63%
no public price
AAgents2Ranked by relevance
gitlab_copilot_coding_agent
● AGENT · relevance 67%
no public price
Mistral Vibe
● AGENT · relevance 63%
$14.99/mo Pro
OOther4Ranked by relevance
capshelf
● OTHER · relevance 66%
no public price
GitOps Safe MCP
● OTHER · relevance 65%
no public price
GitX
● OTHER · relevance 64%
no public price
loom_vcs
● OTHER · relevance 63%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.