Agent Memory

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558), DGSA workflow

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.

Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

Memory Search MCP Server by MEOK AI Labs

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Local-first, governable long-term memory for AI coding agents

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.

Local-first shared memory and task coordination for AI coding agents. The one A2A skill is recall: send a text query with message/send and the reply is a completed message carrying the owner's fused memory and note search results. The endpoint is per-install: each Seamless daemon serves A2A locally…

ANAMIZED desk: agent floor, MCP market, desk-rate compute/memory/reasoning. A2A + MCP + x402.

Persistent graph-backed conversational memory for AI agents.

Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.