hey, i'm Ithiria894 👋

i build agent tooling, MCP servers, and local-first AI systems.

i care about the operating layer around agents: tools, skills, workflows, observability, and control.

right now: built the first local LLM app that autonomously controls your phone. also building MCP servers for the Claude Code ecosystem.

things i made

🦞 PokeClaw — first working on-device phone agent. when Gemma 4 launched with native tool calling on April 2, 2026, i wanted to know whether a phone could become a real on-device agent instead of just another chatbot. i started a couple days later and shipped the first public build four days after launch, with two all-nighters in the middle. landing page · dev.to writeup

🔧 Claude Code Organizer — control plane for Claude Code memories, skills, MCP servers, and project config. i hit the pain point in my first few days of serious Claude Code use and shipped CCO publicly within the first week. 253 stars.

🎰 Buddy Reroll — reverse-engineered Claude Code's companion selection system. FNV-1a hash, Mulberry32 PRNG, found undocumented seed priority bug.

🎬 Pagecast — record any web page into GIF/MP4 with auto-zoom on interactions.

📓 NotebookLM MCP — MCP server for Google NotebookLM API.

🖱️ UI Annotator — visual element inspector for Claude Code, annotate and identify UI elements.

🎨 LogoLoom — AI-powered logo design → SVG → full brand kit. free, local, MCP-native.

📋 Awesome Claude Code Workflows — curated workflow recipes combining hooks, MCP servers, skills, agents. 67 stars.

🔍 AI Research Engine — 100+ free APIs, 40+ MCP servers, multi-agent research workflow.

📡 Reddit Unofficial API — free Reddit API through Chrome DevTools. no API keys, no OAuth. read posts, write comments, vote, search, send messages, all through your browser session. MCP server included.

research

🧠 Can Model Internals Detect MCP Tool Poisoning? — activation probes on GPT-2 catch poisoned MCP tools at 97-98.5% accuracy where text classifiers top out at 72-79%. First experiment toward SAE-based detection.

about me

CS dropout. zero android experience. built PokeClaw after Gemma 4 made native on-device tool calling real, and shipped the first public build four days after launch. built Claude Code Organizer within my first week of serious Claude Code use after immediately running into config sprawl, hidden state, and session bloat. Founder @mcpware @agents-io

i don't mass-produce repos. i ship things that work, then move on to the next one.

愛の戦士 she/her