Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file. | — | — | — |
| Agent Memory Local-first cross-agent memory layer using SQLite with optional Ollama semantic embeddings for shared durable memory across Codex and Claude Code sessions. | — | 2 | — |
| Agent Memory (nateshs) Persistent searchable agent memory using PostgreSQL and pgvector with hybrid semantic and keyword search. | — | 0 | — |
| AgentMode All-in-one server that connects your coding AI to dozens of databases, data warehouses, data pipelines, cloud services, and more. | Python | 4 | — |
| agentnl2sql | TypeScript | 0 | — |
| agentrem Structured reminders CLI for AI agents with MCP server | TypeScript | — | — |
| Agent Task Manager Manages long-running AI agent tasks across context windows with MongoDB persistence. | — | 0 | — |
| AGI Memory Provides persistent memory capabilities across conversations through PostgreSQL database integration with four memory types (episodic, semantic, procedural, strategic), vector similarity search, memory clustering, identity persistence, and graph-based relationships for maintaining context and building genuine understanding over time. | — | 6 | — |
| ags-mcp-server Model Context Protocol (MCP) server for RapidMiner GraphStudio Database with 45+ tools and comprehensive documentation | Python | — | — |
| @ahmedmustahid/postgres-mcp-server MCP server for interacting with PostgreSQL databases | TypeScript | 31 | — |
| @ahmetkca/mcp-server-postgres A comprehensive, read-only, multi-tenant PostgreSQL MCP server with advanced schema introspection and query capabilities | TypeScript | — | — |
| AI-Assisted Insights Agent Translates natural language questions into SQL queries across multiple databases with configurable metrics, business glossary mappings, and data quality validation. | — | 2 | — |
| ai-docs-vector-db-hybrid-scraper Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers. | Python | 10 | — |
| AI-ERD AI-powered ERD design tool. Create and manage database schemas using DBML with real-time canvas. | — | — | — |
| AIFP Database-driven FP enforcement and project management. | Python | 0 | — |
| AI-Gov-Content-Curator 💡An end-to-end solution for aggregating, summarizing, and displaying news articles using an AI-powered backend, an automated CRON crawler & newsletter emailer, and a responsive Next.js frontend. It integrates technologies like Express.js, MongoDB, Puppeteer, and GenAI/LLMs to deliver up-to-date, curated content to government staff and other users. | TypeScript | 24 | — |
| AI Memory Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems. | TypeScript | 45 | — |
| AionUi Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it! | TypeScript | 19.9k | — |
| ai_portfolio_recommender | TypeScript | 0 | — |
| airbroke 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher | TypeScript | 215 | — |
| Airflow ETL Pipeline Generator Integrates with Apache Airflow, GitLab, Kafka, PostgreSQL, S3, and SMB file systems to enable conversational ETL pipeline creation, data source connectivity testing, schema extraction, and automatic generation of production-ready Airflow DAGs with pre-built Spark application templates for database-to-datalake, file-to-datalake, and API-to-datalake workflows. | — | 1 | — |
| ai.smithery/afgong-sqlite-mcp-server Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible… | — | — | — |
| ai.smithery/bielacki-igdb-mcp-server Explore and discover video games from the Internet Game Database. Search titles, view detailed inf… | — | 4 | — |
| ai.smithery/cpretzinger-ai-assistant-simple UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere!… | — | — | — |
| ai.smithery/MisterSandFR-supabase-mcp-selfhosted Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Moni… | — | 7 | — |