MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.
Hook
Runs before the agent uses a tool for mcp__inkwell__search, mcp__inkwell__recall and mcp__inkwell__remember tool calls, executing inkwell_remember_gate.py via python. From veronchenko/inkwell-memory.
Hook
Runs after a tool call finishes for Edit, Write, NotebookEdit and Bash tool calls, executing inkwell_change_tracker.py and inkwell_cost_tracker.py via python (2 commands). From veronchenko/inkwell-memory.
Hook
Runs when a session starts, executing inkwell_session_start.py via python. From veronchenko/inkwell-memory.
Hook
Runs when the agent finishes a response, executing inkwell_stop_prompt.py via python. From veronchenko/inkwell-memory.
Hook
Runs when a session ends, executing inkwell_session_end_cleanup.py via python. From veronchenko/inkwell-memory.