Knowledge & Memory

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Persistent memory for Claude Code. Search, recall, and re-inject context from any session.

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

Structured session journals for AI agents. Persistent memory across sessions.

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

Biologically-inspired persistent memory engine for Claude Code MCP agents

Local-first, source-grounded memory that survives AI agent sessions.