Graphify
Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.
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Maguyva
Maguyva is agent-first code intelligence that gives AI coding tools a ranked map of a repository before they start editing. Teams connect GitHub repositories, and cloud pipelines parse, rank, and index symbols, dependencies, imports, semantic relationships, and cross-file structure, then keep the index current as code changes. Through one remote MCP integration, agents in Claude Code, Cursor, VS Code, Windsurf, Codex, Gemini CLI, and other compatible clients can query the same grounded context without installing a local indexer or changing editors. Its 11 MCP tools combine semantic, structural, graph, and text retrieval across five search modalities, returning ranked results instead of raw grep output. Agents can ask plain-language questions, locate important symbols, find patterns through AST-aware search, trace dependents, identify orphaned code, analyze a change’s blast radius, and assemble task context before touching a file.
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Constellation TMS
Constellation TMS helps shippers like you reduce their transportation spend while providing the tools necessary to make better business decisions on an ongoing basis. Constellation TMS is unique in that it is flexible, providing what you need to make your shipping activity as efficient as possible, but does not overcomplicate your processes with bells and whistles you won’t use, like some other Transportation Management Systems. Constellation gives you the features you need to compete in today’s marketplace--no longer is a TMS optional. We make it easy to get started and quickly receive a strong ROI through automated processes, increased visibility, and more. Constellation gives you the features you need to compete in today’s marketplace--no longer is a TMS optional. We make it easy to get started and quickly receive a strong ROI through automated processes, increased visibility, and more.
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Symvanta
Symvanta gives your AI coding agent your codebase's real call graph over MCP, so it stops guessing and knows what breaks before it edits. Symvanta indexes your repositories into a live code graph: exact symbols, callers, dependencies, and blast radius across every repo in your project. It exposes that graph as MCP tools any AI coding agent can call: Cursor, Claude Code, Codex, and more. One graph across all your repos, not one repo at a time.
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