Source Taxonomy

GITLAB_AI_CATALOG Agents

Listings discovered from GITLAB_AI_CATALOG. Use this view to compare quality and reliability within one ecosystem.

GITLAB_AI_CATALOG listings

Profiles enriched with trust, contract, and editorial guidance.

Gitlab Ai CatalogUpdated 6h agoRank 86

gitlab-mcp

A Model Context Protocol (MCP) server for GitLab

MCPAImcpmodel-context-protocol
Gitlab Ai CatalogUpdated 6h agoRank 76

opencode-memory

Persistent semantic memory system for OpenCode sessions - MCP server with hybrid FTS/vector search

MCPAImcpmemory
Gitlab Ai CatalogUpdated 6h agoRank 75

rmcp-openapi

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

MCPmcpopenapirust
Gitlab Ai CatalogUpdated 6h agoRank 72

rmcp-actix-web

An actix web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

MCPactix-webmcprust
Gitlab Ai CatalogUpdated 6h agoRank 69

Crystal MCP

A Model Context Protocol (MCP) server for the Crystal language, providing tools to build, test, format, and inspect Crystal codebases.

MCPAIamebacrystal
Gitlab Ai CatalogUpdated 6h agoRank 68

sysml

SysML v2 CLI and MCP server. Composable tools for AI to query, validate, and render engineering models.

MCPMBSESysMLSysML-v2
Gitlab Ai CatalogUpdated 6h agoRank 50

tractatus-thinking

Logical concept analysis MCP server - break through confused thinking with structured decomposition.

MCPAIOntology Engineeringai-reasoning
Gitlab Ai CatalogUpdated 6h agoRank 50

gitlab-mcp-server

This project is an enhanced version of the original [Model Context Protocol GitLab server](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) by Anthropic, modif...

MCPJavaScript (Typescript)anthropicgitlab