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Market around gitlab_api

Production-grade MCP server and Python API wrapper for GitLab integration. Provides consolidated action-routed tools, enterprise security features, and built-in Pydantic AI agent with Agent Control Protocol support.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Gitlab Api · Pro
No Pro plan
—
Pro-MCP server median
$59.5
across 2 priced MCP servers
vs Pro MCP servers
No comparison
Gitlab Api 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 · 30d
—
MCP servers · Pro median
$59.5/mo
2 priced · $39.75–$79.25 mid 50%
Price spectrum · Pro plans · 2 of 6 providers priced · log scale · $20 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Gitlab Api has no comparable Pro price — not plotted

Products in this market

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

MMCP servers37Ranked by relevance
gitlab_apithis listing
● MCP · relevance 100%
no public price
gitlab_mcp_zed
● MCP · relevance 76%
no public price
mcp_gitlab_server
● MCP · relevance 75%
no public price
gitlab_mcp
● MCP · relevance 72%
no public price
deploy_mcp
● MCP · relevance 72%
no public price
gitlab_mcp_server
● MCP · relevance 72%
no public price
bitbucket
● MCP · relevance 71%
no Pro plan
entry $10/mo
gitlab_mr_mcp
● MCP · relevance 71%
no public price
GI
GitLab Operations
● MCP · relevance 70%
no Pro plan
entry $10/mo
Gitlab
● MCP · relevance 70%
no Pro plan
entry $10/mo
tux_ai
● MCP · relevance 69%
no public price
orangepro_mcp
● MCP · relevance 69%
no public price
github_mcp_server
● MCP · relevance 69%
no public price
ternlang
● MCP · relevance 68%
$99/mo Pro
+66% vs Pro median
github_security_mcp
● MCP · relevance 68%
no public price
GitLab MCP
● MCP · relevance 67%
no public price
servicenow_mcp_server
● MCP · relevance 66%
no public price
github_mcp_server_3
● MCP · relevance 66%
no public price
github_mcp_server_2
● MCP · relevance 66%
no public price
docker_mcp_chatgpt
● MCP · relevance 66%
no public price
pipefy_ai_toolkit
● MCP · relevance 66%
no public price
git_courer
● MCP · relevance 66%
no public price
checklist
● MCP · relevance 66%
no public price
GitOps Safe MCP
● MCP · relevance 66%
no public price
bitbucket_mcp_server
● MCP · relevance 66%
no public price
mcp_gitee
● MCP · relevance 66%
no public price
Ink
● MCP · relevance 66%
$20/mo Pro
-66% vs Pro median
pygittools_mcp
● MCP · relevance 66%
no public price
gitintel_mcp
● MCP · relevance 65%
no public price
pare
● MCP · relevance 65%
no public price
GI
GitHub Mapper
● MCP · relevance 65%
no Pro plan
entry $10/mo
Octomind MCP Server
● MCP · relevance 65%
no public price
python_code_validator
● MCP · relevance 65%
no public price
Mesh MCP
● MCP · relevance 65%
no public price
infrastructure_mcp
● MCP · relevance 65%
no public price
gitea_mcp
● MCP · relevance 65%
no public price
discord_mcp
● MCP · relevance 65%
no public price
PPlatforms4Ranked by relevance
gitlab_duo_agent_platform
● PLATFORM · relevance 71%
no public price
agentos_5
● PLATFORM · relevance 66%
no public price
agent_ci
● PLATFORM · relevance 65%
no public price
SecurePR Agent
● PLATFORM · relevance 65%
no public price
FFrameworks3Ranked by relevance
summonpot
● FRAMEWORK · relevance 69%
no public price
betaloop
● FRAMEWORK · relevance 65%
no public price
Claw Code
● FRAMEWORK · relevance 65%
no public price
OOther3Ranked by relevance
GitX
● OTHER · relevance 66%
no public price
asl_v6
● OTHER · relevance 65%
no public price
dev-standards-bootstrap
● OTHER · relevance 65%
no public price
AAgents3Ranked by relevance
apimesh
● AGENT · relevance 65%
no public price
gitlab_copilot_coding_agent
● AGENT · relevance 65%
no public price
composio_api_research_agent
● AGENT · relevance 65%
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.