MariaDB
MySQL
PostgreSQL
Microsoft SQL
SQLite
Oracle DBaaS
Oracle Database 12c
MongoDB
ContextForge.dev
Agentmemory
OpenMemory MCP
ContextForge is persistent, searchable memory for AI coding agents โ built on the Model Context Protocol (MCP).
Your AI assistant forgets everything when the session ends. ContextForge fixes that: save architectural decisions, naming conventions, and debugging context once, and any MCP client recalls it later with semantic search โ across sessions and across projects.
Works with: Claude Code, Claude Desktop, Cursor, GitHub Copilot, ChatGPT, and Windsurf.
MariaDB ContextForge.devContextForge.dev's answer:
ContextForge is memory that lives at the MCP layer, so it works across every AI coding agent at once โ Claude Code, Cursor, GitHub Copilot, ChatGPT, and Windsurf โ not just one. Save a decision once and any client recalls it later with semantic search. It goes beyond a note store: automatic git sync turns your commits and PRs into searchable knowledge, plus task tracking, snapshots, and team sharing โ all through a single MCP server you add with one command.
ContextForge.dev's answer:
Most memory tools are tied to a single agent or are just a key-value store. ContextForge is MCP-native, so it's portable across all your AI tools; it adds git sync so your codebase history becomes searchable context automatically; and it includes team features (shared spaces, collaborators) that solo-memory tools lack. Setup is one command, there's a genuine free-forever tier with no credit card, and paid plans start at just $9/month.
ContextForge.dev's answer:
Software developers and engineering teams who use AI coding assistants โ Claude Code, Cursor, GitHub Copilot, ChatGPT, Windsurf โ and are tired of re-explaining their project, architecture, and conventions every session. It fits solo developers working across multiple projects as well as small teams that need shared, persistent context.
ContextForge.dev's answer:
ContextForge was born from a simple frustration: AI coding agents forget everything the moment a session ends. Every new conversation meant re-explaining the same architecture, naming conventions, and past decisions. ContextForge was built to give AI agents a permanent, searchable memory through the Model Context Protocol โ so knowledge is captured once and reused forever, across sessions and projects. It even dogfoods its own memory to help build itself.
ContextForge.dev's answer:
Next.js 16 (App Router), React and Tailwind CSS for the dashboard, hosted on Vercel. Supabase (PostgreSQL) with pgvector powers the semantic vector search, and Deno edge functions serve the API. Embeddings use OpenAI text-embedding-3-small. The MCP client is a Node.js package (contextforge-mcp) on npm, implementing the Model Context Protocol.
Based on our record, MariaDB seems to be more popular. It has been mentiond 46 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
The obvious thing to do is to move to MariaDB: https://mariadb.org/. - Source: Hacker News / 6 months ago
For years, the MySQL-MariaDB situation was clearly a successful branching where both projects found new homes. One in Oracle, the other in the new MariaDB Foundation / MariaDB plc duo. Contrary to what many would have thought, Oracle invested in MySQL and continued its development in the open despite having its own close-source relational database. For a period of time, MariaDB kept merging MySQL code commit by... - Source: dev.to / 6 months ago
Installing MariaDB/MySQL system tables in '/var/mysql' ... OK Two all-privilege accounts were created. One is root@localhost, it has no password, but you need to Be system 'root' user to connect. Use, for example, sudo mariadb The second is _mysql@localhost, it has no password either, but You need to be the system '_mysql' user to connect. After connecting you can set the password, if you would need to be Able... - Source: dev.to / 8 months ago
Laravel is one of the best PHP frameworks I ever tried in my career which works very well with relational databases such MariaDB or PostgreSQL. However recently I had the opportunity to dig into NoSQL databases, specifically into MongoDB that offers amazing features like TTL indexes or embedded documents (aka One to Few relationships). - Source: dev.to / 10 months ago
In addition, it also includes MariaDB update where "Binary logs are no longer purged by default unless a replica has connected", and minio update where "the MinIO Gateway and the related filesystem mode code have been removed". - Source: dev.to / about 1 year ago
MySQL - The world's most popular open source database
Agentmemory - Persistent memory for Claude Code, Codex & coding agents
PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.
OpenMemory MCP - Your private, local memory layer for all AI tools
Microsoft SQL - Microsoft SQL is a best in class relational database management software that facilitates the database server to provide you a primary function to store and retrieve data.
SQLite - SQLite Home Page