codebase knowledge graph / code intelligence
A /graphify skill that turns a codebase plus its docs into a queryable knowledge graph via local deterministic AST parsing, for AI coding assistants.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Choose it when you need a standalone MCP/CLI engine that indexes codebases into a knowledge graph, separate from a specific assistant's skill framework.
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.
Choose it when you want a self-contained SQLite-backed code graph with a large MCP tool set, audit evidence, and zero API keys.
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose it if you want a TypeScript-based codebase intelligence platform integrated at the system level rather than as an assistant skill.
Understand any codebase instantly. System intelligence for codebases, built for humans and AI.
These projects were analysed and named graphify among their alternatives. The relationship is not symmetric — how graphify rates them is a separate judgement, made when graphify is analysed in its own right.
calls graphify “Same AST-based graph skill in Python, choose if you prefer Python over TypeScript.”
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
calls graphify “choose for a skill-based code/document knowledge graph with deterministic AST parsing.”
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
calls graphify “Same codebase-to-knowledge-graph job; choose when you want Apache-2.0 deterministic AST parsing plus docs/SQL/config/PDF graphs exposed as an agent skill.”
GitNexus: The Zero-Server Code Intelligence Engine
calls graphify “Use when your repository mixes SQL/config/docs with code and you want one local graph for all of them.”
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
calls graphify “if you prefer a skill/plugin that ingests docs, SQL, and PDFs alongside code into a knowledge graph”
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
calls graphify “Knowledge-graph agent skill that also indexes docs/configs/PDFs; choose it when your context needs cover non-source files too.”
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
calls graphify “choose it when you want a deterministic AST-based knowledge graph with docs/SQL/PDF support, not embeddings.”
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
calls graphify “Choose for a Claude Code skill that also indexes docs, SQL, configs, and PDFs, not just code.”
Your entire engineering context, deeply understood
calls graphify “Pick it when you want docs, SQL and PDFs folded into one knowledge graph, not just source symbols.”
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
calls graphify “A specialized knowledge-graph skill for agents, narrower than the seed's all-in-one system.”
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.