On Launch Llama
GitNexus (Akon Labs)
For engineering teams: GitNexus unifies your codebase into a knowledge graph so coding agents get exact dependencies and impact instead of guesses, cutting costs 51%.
Built by Abhigyan Patwari, Subham kundu, and Garry Tan
Freemium
Visit website → Upvotes · 150
GitNexus (Akon Labs) is a Product Hunt listing on Launch Llama with 150 total upvotes, founded by Abhigyan Patwari, Subham kundu, and Garry Tan who joined in Aug 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
150upvotes
Community score
Abhigyan Patwari, Subham kundu, and Garry Tan (Joined Aug 2026)
Founder
Compared against 6 alternatives
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Key Features
- Index codebases into knowledge graphs of dependencies and execution flows
- Resolve imports, call chains, and types deterministically across files
- Analyze impact radius of code changes before committing
- Group symbols into functional clusters using community detection
- Query multiple repositories as a single unified graph
- Integrate with Claude Code, Cursor, and other AI agents via MCP
About
GitNexus (45k Github stars) is a Knowledge Graph Kernel that unifies every codebase in your org into one source of truth your coding agents can query. It resolves your code into a deterministic graph, so agents get exact callers, imports, and impact instead of embedding guesses, across every repo and SCM you run. On our public benchmark (https://www.akonlabs.com/benchmarks), coding agent runs 51% cheaper with GitNexus connected. It works with any agent over MCP.
Use Cases
- Development teams using AI agents to understand code structure and dependencies across multiple repositories
- Developers preventing silent breaks in microservices caused by cross-repository dependency changes
- Engineers reviewing pull requests to detect which systems are affected by code changes
Pricing
Free and open source for individual developers. Enterprise plan costs $29 per seat for managed SaaS with PR review and multi-repo graphs. Custom self-hosted enterprise pricing available.
Founder Guides
Alternatives
- GitHits beta 0.9
For AI developers: GitHits gives coding agents searchable access to open-source dependencies so they navigate and inspect code instead of guessing.
- XHawk 0.99
For engineering teams: XHawk captures AI coding sessions into searchable knowledge, mapping agent reasoning to commits and building collaborative development records.
- Codens
For non-engineers: Codens turns Notion requests into tested pull requests using five AI agents sharing one org-wide credit pool.
- The Agentic Coding Kit
For developers: The Agentic Coding Kit provides 34 preset files, subagents, and git hooks so Claude and Cursor follow your project conventions instead of ignoring them.
- Hyrax AI
The AI architect for your entire codebase
- AgentsKit
For developers: AgentsKit provides open-source TypeScript components for building AI agents so you avoid vendor lock-in and swap layers freely.
Ask AI
ChatGPT Claude Perplexity Grok
For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery