Knowledge & Memory

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

MCP server for Microsoft Graph: Outlook mail and calendar, plus read-only Microsoft Teams

Event-sourced knowledge graph memory for AI coding agents with semantic search

Tamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready.

Local-first memory system for AI agents with hybrid search and graph reasoning

A lightweight, structured, token-efficient local-first MCP memory server

Persistent memory for AI agents. Store context, retrieve it semantically.

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

Persistent memory for AI agents. 36+ MCP tools: encryption, decay, hybrid search, knowledge graph.

RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.

Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.

The open-source governance layer for AI agents. CLI coding agents work out of the box (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so replaying a plan reproduces its task graph byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offli…

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.