Enables AI agents to capture, search, and manage structured memory from agent sessions with append-only events and provenance tracking, providing eight local MCP stdio tools.
Standalone MCP harness for cross-system process evidence, code-change impact review, and natural-language repository checkout mapping, with optional accelerators like CodeGraph.
Provides persistent, multi-tenant knowledge graph memory for MCP-capable AI tools, allowing them to recall and store entities, observations, and relations across sessions with keyword search.
Enables a personal graph-based memory system with CLI, HTTP API, and MCP interfaces for storing nodes, relationships, documents, and attachments. It provides local, scriptable alternatives to Obsidian/Engram with SQLite FTS5 search and integration with other tools via MCP.