MCP Standards

# Changelog All notable changes to MCP Standards will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [0.1.0-alpha.1] - 2025-10-15 ### Added - **Self-Learning System**: Automatically learns from corrections and updates CLAUDE.md - **Episode Storage**: Manual knowledge storage with full-text search - **Learned Preferences**: Automatic pattern detection from repeated corrections - **AI Standards Generation**: Auto-generate CLAUDE.md from project config files - **Cost Optimization Integration**: Optional agentic-flow integration for 99.5% cost savings - **Security Features**: Path validation, audit logging, CLAUDE.md-only updates - **Pattern Learning**: Confidence scoring system (0.3, 0.7, 0.9 thresholds) - **9 MCP Tools**: add_episode, search_episodes, list_recent, generate_ai_standards, get_learned_preferences, suggest_claudemd_update, update_claudemd, log_tool_execution, export_to_markdown - **Comprehensive Documentation**: Quick Start Guide, Security Guide, Architecture docs ### Changed - Rebranded from `research-mcp/claude-memory` to `mcp-standards` - Database path: `.claude-memory` → `.mcp-standards` - Server name: `claude-memory` → `mcp-standards` - Repository: `research-mcp` → `airmcp-com/mcp-standards` ### Fixed - MCP server startup with `--directory` flag for proper module resolution - Agentic-flow configuration with correct repository and tracking variables - Claude Desktop config path documentation (macOS) - Installation instructions with proper `uv` commands ### Documentation - Added comprehensive Quick Start Guide with two-system explanation - Added 60-second quickstart tutorial - Clear distinction between Episodes (manual) vs Learned Preferences (automatic) - Practical example: Teaching Claude to use `uv` instead of `pip` - Installation instructions for packaged versions ### Technical - Python 3.10+ with uv package manager - SQLite with FTS5 full-text search - MCP 1.0 protocol compliant - 12/12 smoke tests passing - Local-first architecture (100% privacy) ## [Unreleased] ### Planned - Additional test coverage (integration and unit tests) - Performance benchmarking - Multi-language support for standards generation - Plugin system for custom extractors - Web UI for knowledge base management [0.1.0-alpha.1]: https://github.com/airmcp-com/mcp-standards/releases/tag/v0.1.0-alpha.1