Roadmap

These are plans. Dates and scope can change.

1.0: what exists today

• An MCP server with 14 tools, resources, prompts and server instructions
• A memory store on SQLite and FTS5 with no native dependencies, with duplicate handling on write
• A knowledge graph with typed edges, lineage, why and a pitfall check
• A context compressor with token budgets, and session handoff
• An ADR importer, plus git hotspots and revert detection
• Six skills, a CLI, and git-friendly JSONL sync with tombstones
• Documentation in English, Russian and Ukrainian

1.1: understanding the code

• A code-aware indexer (tree-sitter or ts-morph), with symbols as file nodes linked to decisions
• Optional local embeddings (bge or nomic) for hybrid semantic and keyword recall
• Routing of large tool outputs
• Detection of stale memories whose files changed or disappeared

1.2: teams

• Several projects, and a personal memory shared across them
• Sync beyond git, through an optional server
• A web UI to browse and edit the graph

2.0

• Local embeddings out of the box
• One-command setup for more agents
• A plugin system for custom indexers and memory kinds

Have an idea? Open an issue.