Graphmind

GraphMind indexes a codebase into a knowledge graph and exposes it to AI assistants through the Model Context Protocol. Instead of letting an assistant grep through files, it answers structural questions from the graph, such as what calls a function, which code is dead, what a change would break, and why a service exists. The CLI parses source files, builds a symbol graph in DuckDB, detects cross project dependencies, and supports more than 30 languages. It provides 25 MCP tools, including search that combines full text, semantic and graph ranking, one call symbol detail with callers and callees, transitive impact analysis, dead code detection and duplication checks. A built in persistent memory store keeps architectural decisions and conventions available across sessions. It works with Claude, Cursor, Windsurf, Cline, Zed, Continue and any MCP client, and a desktop app for Mac and Windows configures those connections with one click, with a Homebrew install for the CLI. It is aimed at developers who work with AI coding assistants on larger or older codebases and want answers grounded in the real architecture. The Free plan costs 0 euros, runs locally, covers unlimited projects, includes the 25 tools, a SQLite memory store and local embeddings, and is MIT licensed. Embeddings is 9 euros per month, and both Pro at 19 euros per month and Team at 19 euros per seat per month with a three seat minimum are listed. Those paid tiers are marked coming soon, and annual billing is shown at a 20 percent saving.