Database Management AI Agents
Compare the best open-source AI agents for database management. SQL, vector stores and data access. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
PlugMem
ICML 2026 | PALM@NeurIPS2026 Oral | Plug-and-play long-term memory for LLM agents
AgentPoison
[NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
Langgraph Redis
Redis checkpointer and store for memory management in LangGraph
Basjoo
Self-hosted AI customer-support platform — per-KB RAG on Qdrant, 13 LLM providers, SSE streaming, embeddable chat widget. FastAPI + Vite + SQLite, all in Docker Compose.
GateMem
GateMem: a benchmark and evaluation toolkit for memory governance in multi-principal shared-memory LLM agents.
Trackinizer
Epistemological database for agent and human efforts, beliefs, and findings.
ForgeDock
ForgeDock — autonomous AI dev pipeline for Claude Code. GitHub as agent memory: issue in, PR out.
Dsh Auto Memory
Claude Code-style auto-memory plugin for DeepSeek Harness (dsh): typed memory files + MEMORY.md index auto-injected into the system prompt. File-only, no external services.
Braindb
An "LLM wiki" upgraded to a real database — typed entities, graph relations, HTTP API, and a built-in natural-language agent.
AIAgents4Pharma
AI Agents for drug discovery, drug development, and other pharmaceutical R&D
Nl Veil
Open-source AI coding desktop app with parallel agents and persistent project memory. Local models, Ollama or cloud AI. Windows, macOS and Linux.
Yantrikdb Hermes Plugin
YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with benchmarked recall, self-tuning ranking, contradiction tracking, proactive hygiene, and explainable recall.
Meta Core
Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and circular handoff guardrails.
Moonbite
Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.
Hermes Incident Commander
Autonomous SRE agent that detects, diagnoses, and self-heals production incidents - with a standalone watchdog that needs no Hermes install, just an Anthropic API key. Memory + Skills + Cron + Gateway + Subagents + Atropos RL.
Helix AGI
Helix-AGI is an Agentic AI memory and action system that runs on a continuous daemon pulse with a fully dynamic module context window compilation system. Bicameral release utilizes dual pipelines for speech and action/sense creating an agent with something closer to digital qualia than plain text tool calls and returns.
SoulTuner Agent
🎵 专属你的私人数字调音师|AI 音乐搜索推荐 Agent | 基于大模型 + 知识图谱 + 双模型声学向量的本地智能音乐推荐系统 | LLM-powered Music Recommendation Agent with Hybrid RAG, Neo4j, and Long-term Memory
List refreshed November 15, 2026. Data comes from public GitHub repositories.