Graaph publishes interactive code graphs of 100 trending GitHub repositories and offers free MCP access for Claude Code, Codex and other AI coding assistants
United States, 15th Oct 2026 — Graaph today launched graaph.org, a new home for its code knowledge graphs, MCP access and guides for AI coding assistants. Graaph is a code knowledge graph platform for AI coding assistants. It turns code, docs and diagrams into a knowledge graph that assistants such as Claude Code and Codex can query, instead of re-reading a repository file by file.
Code Knowledge Graph provides the engine for building these graphs. Graaph extends it with what developers tend to look for next: ready-made graphs of popular repositories, a free way to bring a graph into their assistant over MCP, and guides on putting it to work.
Graphs of 100 trending repositories
graaph.org publishes interactive code graphs of 100 open-source repositories from GitHub Trending, totaling 854,079 nodes and 1,932,930 edges. Developers can filter by language or graph size and open any repository to see its most connected code, its clusters of related files, and the commit the graph was built from.
Knowledge graph MCP, free to start
Developers can connect a code knowledge graph to their coding assistant over MCP through app.graaph.org on a free plan, or run an MCP server locally.
Guides and directories for AI coding
The site also hosts guides on knowledge graphs and context engineering, 20 video tutorials, profiles of 30 AI coding clients, and a directory of MCP servers reviewed against official documentation, source repositories and package registries. graaph.org is available in 18 languages.
“With graaph.org, developers get code graphs they can explore right away, MCP access to bring those graphs into their AI assistant, and guides to help them use it all well,” said Josh, founder of Graaph.
About Graaph
Graaph is a code knowledge graph platform for AI coding assistants. graaph.org publishes interactive code graphs of open-source repositories, offers MCP access to knowledge graphs, and maintains guides and directories for AI coding tools. Learn more at graaph.org.
Media Contact
Organization: graaph
Contact Person: Josh
Website: https://graaph.org/
Email: Send Email
Country: United States
Release id: 49926
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Graaph Launches MCP for Code Knowledge Graph and Site for AI Coding Assistants
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