Knowledge & Memory

Route options, fare estimates, ETA, and ride deeplinks via the KLO Mobility A2A agent.

Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools

Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ tools.

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.