Hybrid search memory system for coding agents (vector + BM25)

memsearch plugin for OpenCode — semantic memory search across sessions

Soul-aware OpenClaw fork — enhanced memory search and contained runtime

GeoWire internal provider — customer's own places from CSV (in-memory search)

MCP server that gives IBM Bob long-term memory — search, retrieve, and compose context from past conversations.

RecallNest — MCP-native, local-first memory search and distillation for AI conversations

The **read-only consumer** half of the local agent-memory system. It exposes the agent's primary retrieval interface — hybrid search, context packs, chunk navigation, and health diagnostics — over the LanceDB index produced by the companion **`local-memor

Pure TypeScript in-memory search library for browsers and Node.js.

OpenClaw agent control plane for bounded high-throughput sub-agent orchestration, search/audit fan-out, completion inboxes, worker jobs, memory/search, and validation guardrails.

Semantic memory search for AI agents

OpenClaw plugin for Botmem — personal memory search across emails, messages, photos, and more

The **write-only producer** half of the local agent-memory system. It discovers project files, AST/semantic-chunks them, enriches metadata, and embeds vectors into LanceDB for retrieval by the companion **`local-memory-search`** server (Spec 08.2).

Quickspot is a fast, flexible JSON powered in-memory search.

Local semantic memory search for teammates. Indexes WISDOM.md and memory files using Vectra + transformers.js.

Lightweight, blazing-fast in-memory search engine with fuzzy matching, typo tolerance, ranked suggestions, and real-time index updates. Zero dependencies.

CLI tool for memsearch-ts - semantic memory search

Tiny but powerful full-text search engine for browser and Node

PostgreSQL-based memory search engine for AI agents

Semantic memory search core library for TypeScript/Node.js

Letta Code mod package that adds an agent-callable MemFS memory search tool.