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Analyze GitLab projects to extract architecture knowledge for search and visualization.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Project Knowledge MCP Server" yet — see the docs or source repo.
Analyze all projects in this GitLab group and summarize each project's purpose, inputs/outputs, external dependencies, upstream/downstream relationships, and shared components.
A project-by-project dependency overview that helps quickly understand system composition and coupling.
Scan the repositories in this GitLab group, extract the database tables involved, and explain which projects read or write each table and for what purpose.
A database table inventory with owning or consuming projects and usage notes for tracing data flows and impact.
Based on the analysis of this GitLab group, generate a readable system knowledge summary and structured content suitable for a read-only HTML view.
A structured summary of system purpose, interfaces, dependencies, and tables ready for a knowledge visualization page.
Use AI to understand codebases, key files, and project flows quickly.
Manage project knowledge and requirements with fast full-text search and updates.
Search code, read files, and manage GitLab projects via API.
Lets AI read and manage GitLab projects, MRs, issues, and pipelines.
Analyze project architecture and detect similar code patterns for cross-language consistency.
Lets AI access GitLab projects and query merge requests, issues, and pipelines.