Knowledge & Memory

Append a scenario planning amount

Record an inventory planning quantity

Append a scenario planning amount

Shared memory for AI agents. One address per fact, one signature you check. No key to read.

Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.

Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

Match consumer products to official CPSC recalls and purchase source-linked evidence.

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Independent, reproducible benchmark harness for agent-memory backends.

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Agent memory where every fact carries a receipt, and deletion is provable.

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.