Coding & Developmentโœจgemini๐Ÿค–claudeโŒจ๏ธcursor๐ŸŒŠwindsurf๐ŸŒuniversal

macOS / Linux

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

Quick Start

Install this Skill

npx skills add zzet/gortex
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<p align="center">
  <img src="assets/wall.svg" alt="Gortex" width="500">
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### High-performance and efficient code-intelligence engine for AI agents and IDE
#### Indexes code into graph and exposes it via CLI, MCP Server, and web UI. Multi-repository support by default.
#### Single static binary for macOS, Linux, and Windows โ€” no dependency chain, simple installation and use.

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[![CI](https://github.com/zzet/gortex/actions/workflows/ci.yml/badge.svg)](https://github.com/zzet/gortex/actions/workflows/ci.yml)
[![Latest release](https://img.shields.io/github/v/release/zzet/gortex?logo=github&sort=semver)](https://github.com/zzet/gortex/releases/latest)
[![Sigstore signed](https://img.shields.io/badge/sigstore-signed-66D4FF?logo=sigstore&logoColor=white)](docs/installation.md#verifying-releases-supply-chain-security)
[![SLSA 3](https://img.shields.io/badge/SLSA-Level%203-green)](https://slsa.dev/spec/v1.0/levels#build-l3)
[![VirusTotal](https://img.shields.io/badge/VirusTotal-0%2F91-brightgreen?logo=virustotal)](https://www.virustotal.com/gui/url/00e1094b39c9bd7db4d5a179b1d56173f85c915075057fd3cc64bfbb9b735b11/detection)
[![macOS](https://img.shields.io/badge/macOS-supported-blue.svg)](#)
[![Linux](https://img.shields.io/badge/Linux-supported-blue.svg)](#)
[![Windows](https://img.shields.io/badge/Windows-supported-blue.svg)](#)

[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fzzet%2Fgortex.svg)](https://mcptoplist.com/server/glama%2Fzzet%2Fgortex)
[![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/zzet/gortex/badge)](https://scorecard.dev/viewer/?uri=github.com/zzet/gortex)
[![Go Reference](https://pkg.go.dev/badge/github.com/zzet/gortex.svg)](https://pkg.go.dev/github.com/zzet/gortex)
  <br />
  <a href="https://trendshift.io/repositories/36832" target="_blank"><img src="https://trendshift.io/api/badge/repositories/36832" alt="zzet%2Fgortex | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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High-quality parsing 257 languages/grammars through tree-sitter AST analysis, in-process resolvers, enhanced with [compiler-grade resolution](https://github.com/zzet/gortex/blob/main/docs/lsp.md) for Python, TypeScript / JavaScript, PHP, C#, Go, C, C++, Java, Kotlin, Swift, Zig, Rust, Ruby, Elixir, Ocaml, Haskell, and [others](https://github.com/zzet/gortex/blob/main/docs/languages.md#at-a-glance) - producing a persistent provenance-tiered knowledge graph of functions, classes, call chains, HTTP routes, and cross-service contracts and calls with a strong confidence model. 175 (configurable) MCP tools - use only what you need. Zero dependencies. Plug and play across 19 coding agents. **Up to 50ร— fewer tokens per response**. Reproducible [benchmarks](BENCHMARK.md).


> 19 AI coding agents (Claude Code, Kiro, Cursor, Windsurf, VS Code / Copilot, Continue.dev, Cline, OpenCode, Antigravity, Codex CLI, Gemini CLI, Zed, Aider, Kilo Code, OpenClaw, Hermes, Oh My Pi, Pi, Kimi) supported out of the box.
>
> One install configures every one detected on your machine โ€” see [docs/agents.md](docs/agents.md).

<details>
<summary>Gortex Web UI โ€” force-directed knowledge graph visualization</summary>

![Gortex Web UI โ€” force-directed knowledge graph visualization](assets/graph.png)

</details>

## Why it matters

- **50ร— fewer tokens per response** โ€” graph-native lookups beat naive file reads. Agents read **just what they need**, not the full file, not the 500-line file around it.
- **Full development cycle** - no 'read file before edit'. Agents ask for sources, tell what to change, and don't waste context of reading noise.
- **257 languages/grammars** - every file in the repository reachable; no mix of tools and bloating/hallycinating agents. Three tiers (bespoke tree-sitter, regex, forest-backed signatures) plus Jupyter and Databricks notebooks โ†’ [docs/languages.md](docs/languages.md)
- **Cross-repo by default** โ€” N repos in one graph; contracts, references, and call chains span repo boundaries with evidence-gated resolution, contract matching, impact analysis, per-session isolation โ†’ [docs/multi-repo.md](docs/multi-repo.md)
- **Extreamly fast analysis** โ€” a precomputed depth-3 reach index turns blast-radius queries into O(seeds ร— reach) map lookups. Safe to ask "what breaks if I change this?" on every edit. No dozens of tool calls to grasp context.
- **Zero external dependencies** โ€” single binary, everything in-process. No network, no model download to get started. Install, start daemon, use.
- **Agent integrations (19)** โ€” `gortex init` configures every detected coding assistant on the machine โ†’ [docs/agents.md](docs/agents.md)
- **100+ MCP tools, 16 resources, 3 prompts** โ€” symbol lookup, call chains, blast radius, dataflow, clone detection, refactoring, code actions โ†’ [docs/mcp.md](docs/mcp.md)
- **Semantic search default-on** โ€” baked GloVe-50d (3.8 MB embedded), hybrid BM25 + vector + RRF, zero deps; opt-in MiniLM / Ollama / OpenAI โ†’ [docs/semanti

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