Memory tools now work out-of-the-box without any backend installed.
Instead of raising ImportError when hanzo-memory is not available,
all tools fall back to MarkdownMemoryBackend which:
- Reads context from local .md files (MEMORY.md, LLM.md, CLAUDE.md,
AGENTS.md, GEMINI.md, etc.) in CWD and parent dirs up to 4 levels
- Writes new memories to MEMORY.md at project root or ~/.claude/MEMORY.md
- Uses keyword scoring for search (zero external dependencies)
- Stores session facts in-memory
Changes:
- pkg/hanzo-tools-memory: add markdown_memory.py (new MarkdownMemoryBackend)
- pkg/hanzo-tools-memory: update memory_tools.py, knowledge_tools.py,
unified_memory_tool.py to use markdown fallback via _get_backend()
- pkg/hanzo-tools-memory: update __init__.py to export ALL_TOOL_CLASSES
(individual tools) so each gets its own MCP tool name
- pkg/hanzo-tools-memory: bump to 0.2.1 (published to PyPI)
- pkg/hanzo-mcp: bump to 0.11.8 to force uvx venv rebuild (published)
Install hanzo-tools-memory[full] for full vector search via hanzo-memory.
zeekay
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