117,790 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Paste its GitHub repo and we list it after a quick review.
Exposes a registry of code-knowledge graphs to AI clients for repository analysis, concept searching, and drift detection.
$claude mcp add understand-quickly -- npx -y @looptech-ai/understand-quickly-mcp
Generates living architecture documentation from repositories, including module catalogs, dependency graphs, and API surfaces.
$claude mcp add repolens -- npx -y @chappibunny/repolens
Creates an interlinked markdown wiki from documents to provide persistent context and memory for AI agents across sessions and models.
Provides read-only access to Sigao Li's professional profile, CV, and case studies through specialized tools for AI agents.
$claude mcp add --transport http sigaoli-github-io https://api.sigaoli.com/mcp
Enables Claude to publish, edit, and delete tutorials and upload images directly to Git-based documentation sites like Docusaurus or MkDocs.
Pools your team's AI coding sessions, code state, and docs into a self-hosted git memory that AI clients search, read, and cite.
Provides an open-source handbook of cheat sheets, prompts, and workflows for AI coding tools and MCP integration.
