Knowledge & Memory

SWI-Prolog as a logic calculator for LLMs

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

Code knowledge graph over MCP: token-budgeted context for AI coding agents.

Persistent memory for Claude via weighted, interconnected knowledge nodes.

Search and safely manage your private local Yaps Markdown vault from MCP clients.

Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope.

Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

Cognitive memory for AI coding assistants — persistent memory across sessions

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.

Secure, fragment-based long-term memory for MCP-compatible AI agents.

Two-layer memory for AI agents with an immune system. Zero dependencies.

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

Local-first persistent memory for AI coding agents.

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID