# AxiomCodeAI/axiomcodegraph > Builds a knowledge graph of a codebase using formal methods and type resolution, so AI agents understand code structure instead of grepping. Supports Java, TypeScript, Python (JavaScript and C# in beta). - Magnitude: 1.9 out of 10 — Steady - Stars: 129 total · +2 stars measured 2026-10-14, 18:54–20:46 UTC, ≈ 2 by evening - Star trust: star growth looks organic - Category: AI agents · Language: TypeScript · Created: 2026-08-22 · Last push: 2026-10-14 - GitHub: https://github.com/AxiomCodeAI/axiomcodegraph · Homepage: https://www.axiomcode.ai · Page: https://gitnova.dev/en/r/AxiomCodeAI/axiomcodegraph ## Useful for - Find all tests affected by a change to a specific function - Determine which files call a given method through interfaces and subclasses - Connect the MCP server to an AI agent for code navigation without grep ## Why it’s here - Star-counter measurements on 2026-10-14 (UTC), 18:54–20:46: 127 → 129 stars (+2). This is the change over that interval. - Estimated end-of-day forecast: about +2 stars, using observed gains and the previous day. - The repository is 53 days old and already has 129 stars. - Hacker News: “Show HN: AxiomCode Graph, Reducing coding agent rework with formal methods” — 10 points, 4 h ago. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 15 - Issues and pull requests: 1,957 - Watchers: 3 - Average over the last week: 8 per day - Usual pace: 5 per day - Stars in the last hour (measured): 0 - Latest release: v0.1.11 (2026-10-14) ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-15 … 2026-10-14: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 6, 0, 0, 0, 0, 1, 0, 0, 6, 42, 4, 9, 8, 7, 8, 11, 12, 2 ## Hacker News - Show HN: AxiomCode Graph, Reducing coding agent rework with formal methods — 10 points, 8 comments: https://news.ycombinator.com/item?id=50090514 ## Spotted in now - Spotted on Hacker News ## More in this category 1. **morluto/rea** — 8.6 · Breakout · AI agents · TypeScript · +31,291 stars measured 2026-10-14, 00:37–20:37 UTC, ≈ 36,097 by evening A reverse-engineering tool that lets AI agents inspect apps and native binaries: it connects agents to Hopper or Ghidra via MCP and CLI, helping explain how a feature works and rebuild it in your own project. Full card: https://gitnova.dev/en/r/morluto/rea.md 2. **onehumanbeing/esp32-iphone-agent** — 7.5 · Breakout · AI agents · Python · +540 stars measured 2026-10-14, 00:37–20:37 UTC, ≈ 624 by evening Lets an AI model drive a real iPhone via an ESP32-S3: the screen is mirrored over AirPlay while the board emulates a USB mouse and keyboard. No Mac, Xcode, Apple developer account or jailbreak required. Full card: https://gitnova.dev/en/r/onehumanbeing/esp32-iphone-agent.md 3. **vercel-labs/skills** — 6.7 · Breakout · AI agents · TypeScript · +423 stars measured 2026-10-14, 00:37–20:37 UTC, ≈ 489 by evening CLI for the open agent skills ecosystem: installs, finds and runs reusable skills from Git repositories across Claude Code, Codex, Cursor, OpenCode and 75+ other agents. Full card: https://gitnova.dev/en/r/vercel-labs/skills.md 4. **outcrawlai/scout** — 6.5 · Early signal · AI agents · TypeScript · +392 stars measured 2026-10-14, 10:58–20:37 UTC, ≈ 443 by evening Open-source browser agent in TypeScript: takes a task in plain words, opens a real browser, reads pages, clicks, types and scrolls until the job is done, then returns the answer. Works with any chat completions API service or a local model. Full card: https://gitnova.dev/en/r/outcrawlai/scout.md 5. **Alishahryar1/free-claude-code** — 6.4 · Breakout · AI agents · Python · +310 stars measured 2026-10-14, 00:37–20:37 UTC, ≈ 364 by evening A local proxy and Admin UI that connects 54 model providers (including free tiers) to 10 coding agents such as Claude Code, Codex, Cline and Aider. Lets you run agents with any model from terminal, IDE, browser or messenger. Full card: https://gitnova.dev/en/r/Alishahryar1/free-claude-code.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-14 20:53 UTC, updated every 30 minutes.