The real catalog of tools for AI agents

58 CQRS tools exposing 230 GitLab operations across 26 entity types

GitLab MCP — wraps the GitLab REST API v4 (BYO API key)

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

Premium agentic endpoint for 90-percent-liquidity-advance-mcp.

Official GitLab MCP Server

Secure MCP server for GitLab projects, merge requests, issues, and pipelines

Searchable access to GitLab documentation from multiple repositories with full-text search.

Checkout-verified prices, stock, US FCC status and buy routes for humanoid and quadruped robots

Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Public GitLab projects and users. No key required.

Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start swap orders.

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

GitLab MCP (Model Context Protocol) server for AI agents

Names the .gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade

Search and browse 2,900+ official GitLab documentation pages via MCP

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.