--- title: "Projects" description: "Projects built and led by Aleksandr Filippov: Model Context Protocol servers, agent tooling, retrieval systems, and the open-source libraries around them." last_updated: "2026-07-26" keywords: ["Aleksandr Filippov projects","IT projects","Technology innovation","AI advancements","Project leadership"] license: "https://creativecommons.org/licenses/by/4.0/" canonical: "https://www.alexfeel.info/projects/" --- ## Pages - [AEGIS: A Hardening Layer for Claude Code](https://www.alexfeel.info/projects/aegis/index.md): AEGIS (Agentic Environment for Guaranteed Implementation Standards) is an opinionated, hardened Claude Code environment that extends the harness — curated skills, always-on rules, quality-enforcing hooks, MCP servers, durable cross-session memory, a quality toolchain, and model, effort, and permission defaults — supplying the reliability and standards layer around Claude Code's native dynamic-workflow multi-agent development. It is not a standalone harness and not its own orchestrator. - [MCP Context Server: Durable Multi-Agent Context Storage and Retrieval](https://www.alexfeel.info/projects/mcp-context-server/index.md): MCP Context Server is a FastMCP-based server that gives LLM agents a durable, searchable memory layer beyond the context window — thread-scoped storage over SQLite or PostgreSQL, with semantic search, full-text search, hybrid retrieval with RRF, cross-encoder reranking, and pluggable embedding and summary providers, all behind a standard MCP interface. - [Claude Code Toolbox: Declarative Environments for Claude Code](https://www.alexfeel.info/projects/claude-code-toolbox/index.md): Claude Code Toolbox is a cross-platform installer and YAML-based environment-configuration framework for Claude Code — one declarative config captures all agents, MCP servers, slash commands, hooks, skills, and settings, and a single command sets everything up on Windows, macOS, or Linux. - [CXR Draft Auditor: A Transparent Second Read for Chest X-ray Drafts](https://www.alexfeel.info/projects/cxr-draft-auditor/index.md): CXR Draft Auditor is a research and educational quality-assurance tool that compares a chest X-ray against its human-written draft impression and flags where they disagree — built from two tiny 4B models, a twice-fine-tuned MedGemma that grounds the image into labeled findings with bounding boxes and an NVIDIA Nemotron-3 Nano 4B that parses the draft into the same labels, judged by a deterministic, model-free comparator so every flag traces back to an image finding and a draft phrase. - [AIR API: A Shared Retrieval Backbone for AI-Assisted Workflows at Spotware](https://www.alexfeel.info/projects/air-api/index.md): AIR API is an AI-driven retrieval platform built at Spotware that serves grounded answers from corporate knowledge sources to AI assistants, support automation, and day-to-day workflows — exposed via a REST API and an MCP server so every AI tool in the company can reach the same trusted information. - [AILA: Fast, Consistent, Cost-Effective AI Localization at Scale](https://www.alexfeel.info/projects/aila/index.md): AILA (AI Localisation Assistant) combines terminology databases and translation memory with strong AI models to deliver fast, high-quality, on-brand translations — minutes instead of days, at a fraction of professional translation cost. - [YouTrack MCP Server: Turning the Project System of Record into a First-Class AI Tool at Spotware](https://www.alexfeel.info/projects/youtrack-mcp-server/index.md): A custom-built MCP (Model Context Protocol) server that gives every AI assistant in the company deep, multi-account, agent-optimized access to YouTrack — issues, Knowledge Base articles, project schema, and commands, read and write — with navigable reading of documents too large to read in one pass, failures that teach an assistant the fix instead of sending it in circles, batch fetch, attachment access, and ChatGPT Company Knowledge support. - [st-copy: A Clean Copy-to-Clipboard Button for Streamlit](https://www.alexfeel.info/projects/st-copy/index.md): st-copy is a tiny, theme-aware Streamlit component that adds a one-click copy-to-clipboard button to any Streamlit app — built for the chat UIs and prompt outputs I needed while shipping AI products. - [Hugo Artifacts: Reusable, Style-Agnostic Hugo Modules That Drop Into Any Site](https://www.alexfeel.info/projects/hugo-artifacts/index.md): Hugo Artifacts is a public, MIT-licensed monorepo of reusable Hugo modules — style-agnostic content shortcodes alongside site-scale modules that own the SEO head, site search, the image pipeline, social sharing, and the Progressive Web App shell — built on one principle: ship semantic BEM markup, data attributes, and zero CSS, so every consuming site owns its own look. - [Claude Code Artifacts: A Public Library of Drop-In Extensions for Claude Code](https://www.alexfeel.info/projects/claude-code-artifacts/index.md): Claude Code Artifacts is a public, MIT-licensed library of reusable Claude Code extensions — environment configurations, skills, rules, hooks, agents, and slash commands — where each artifact is a self-contained, environment-agnostic building block you install by raw URL from a single environment YAML or copy straight into your ~/.claude/ directory. - [Agile Coach Pro: Elevate Your Agile Mastery with AI](https://www.alexfeel.info/projects/agile-coach-pro/index.md): Agile Coach Pro is a ChatGPT Custom GPT that answers Scrum, Kanban, SAFe, LeSS, and XP questions from verified, always-current sources — personalized guidance for learners and practitioners at every level. - [Revolutionizing Retail: A Unified Platform for Shoppers and Merchants](https://www.alexfeel.info/projects/single-platform-for-retailers-and-buyers/index.md): An innovative concept for reshaping online shopping by addressing common challenges faced by both consumers and retailers. - [Motion Bus Card Balance and Status Checks Bot: Simplifying Public Transport in Cyprus](https://www.alexfeel.info/projects/motion-bus-card-checks-bot/index.md): Motion Bus Card Balance and Status Checks Bot offers real-time balance and status checks for Cyprus' Motion Bus Cards directly via Telegram, ensuring a seamless public transport experience. - [ML Prep and Train: Streamlining Machine Learning Workflows](https://www.alexfeel.info/projects/ml-prep-and-train-toolkit/index.md): An all-in-one Python toolkit for efficient data preprocessing and binary classification model training. - [Terraform Cloudflare Zone Module](https://www.alexfeel.info/projects/terraform-cloudflare-zone-module/index.md): A Terraform module designed to simplify the creation of Cloudflare zone resources. ## Site index - [llms.txt](https://www.alexfeel.info/llms.txt)