Database Management Listings
Compare the best open-source listings 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.
Emulo
Mine your Claude Code and Codex logs into a local you.md agent profile.
Guild
Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.
Resimind
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
Pmb
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.
MCP Mongo Server
A Model Context Protocol Server for MongoDB
Uteke
Long-term memory for any AI agent. One Rust binary, offline, 98.2% recall@5 on LongMemEval-S. Self-host free or use Uteke Cloud.
Superlocalmemory
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
Recuris
Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses
AgentPoison
[NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
PerformanceStudio
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
Langgraph Redis
Redis checkpointer and store for memory management in LangGraph
Langchain Data Agent
NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.
Xiyan MCP Server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Persistent AI Memory
A persistent local memory for AI, LLMs, or Copilot in VS Code.
Claude Db
Free, open-source memory for Claude Code. Your own database, no cloud, no subscription.
Remnic
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
Omega Memory
Persistent memory for AI coding agents
LeanKG
LeanKG: Stop Burning Tokens. Start Coding Lean.
Airbroke
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
ClawMem
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
Mengram
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Mneme
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI.
Pad
Project Management for the agent era
MCP Server Starrocks
StarRocks MCP (Model Context Protocol) Server
List refreshed November 15, 2026. Data comes from public GitHub repositories.