1,183 projects whose own agent configuration covers databases. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| vooster-app/vooster vooster.app Turn rough ideas into live, intelligent projects—fast. | 2 | Cursor | 1 | 420 tok |
| MCPolly/mcpolly Agent-native observability for AI agents. MCP server with web dashboard, alerting, and sem | 2 | Claude Code | 1 | 1,342 tok |
| arango-solutions/arango-sparql-py Python-native SPARQL 1.1 to AQL transpiler and microservice for ArangoDB | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 3,563 tok |
| der-bew/project-chimera Project Chimera: The Factory building Autonomous Influencers. A spec-driven, MCP-native ar | 2 | GitHub Copilot | 1 | 319 tok |
| Jacoby6000/Smithplates Scalate SSP template based code generation using Smithy 2.0 specifications | 2 | Codex, OpenCode | 1 | 2,365 tok |
| TMI-apps/boilerplate-vite-supabase-mui-cursor Boilerplate for the stack boilerplate-vite-supabase-mui-cursor with no opinionated app hos | 2 | Claude Code, Codex, OpenCode | 2 | 758 tok |
| MairwunNx/xi ximanager.ru 🀄️ An AI-powered Telegram bot styled after the Great Xi. The personality of the great lea | 2 | Claude Code, Codex, Cursor, OpenCode | 8 | 182 tok |
| KaelSensei/MagicAIBuilder magic-ai-builder.vercel.app Intelligent Commander (EDH) deck builder for Magic: The Gathering: Scryfall search, drag-a | 2 | Claude Code, Codex, OpenCode | 4 | 3,402 tok |
| ineersa/mcp-sql-server MySQL MCP server | 2 | Codex, Gemini CLI, OpenCode | 2 | 1,637 tok |
| amghanekar-deloitte/AEP-MCP_SERVER MCP servers for Adobe Experience Platform (AEP), AJO, CJA, and Real-Time CDP — 115+ tools | 2 | Claude Code | 64 | 3,411 tok |
| weejar/oceanbase-skills oceanbase database Agent skills | 2 | Claude Code | 1 | 1,357 tok |
| agents-infrastructure/alicloud-agent-skills A collection of Agent Skills for managing Alibaba Cloud infrastructure - 9 skills covering | 2 | Codex, OpenCode | 1 | 416 tok |
| wjcwjc77/agentic-postgres-rag agentic postgres skill | 2 | Claude Code | 1 | 693 tok |
| Logan-Garrett/remora Collaborative Claude Code sessions — shared buffer, Postgres event log, Neovim plugin | 2 | Claude Code | 1 | 6,181 tok |
| ryanmichaeljames/dataverse-mcp An MCP server for interacting with Microsoft Dataverse environments. Built with FastMCP an | 2 | Claude Code | 3 | 924 tok |
| udithaMee/openkai Open-source personal memory system for AI agents via MCP - PostgreSQL + SQLite hybrid with | 2 | Claude Code | 1 | 1,843 tok |
| kruschdev/pg-git-mcp A PostgreSQL-backed Git implementation and semantic memory MCP server for AI coding agents | 2 | Codex, OpenCode | 1 | 807 tok |
| mightbesaad/audit-event-mcp Hash-chained audit log for AI agents — MCP-native, Cloudflare Durable Objects + SQLite | 2 | Claude Code | 1 | 2,188 tok |
| xbirimensah/whatsapp-bridge Self-hosted WhatsApp bridge for AI agents (Baileys + Fastify + SQLite + MCP) | 2 | Codex, OpenCode | 1 | 3,738 tok |
| phil-cheesman/mcp-odbc Universal ODBC MCP server — connect any database to Claude Code | 2 | Claude Code | 1 | 1,743 tok |
| Zaida-3dO/agent-standup A task tracker for AI coding agents — a database, a rules engine, MCP, and a board, replac | 2 | Claude Code | 1 | 10,309 tok |
| Bollard-db/Bollard bollard-beta.vercel.app Safe, stateful database access layer for AI editors and MCP clients (Cursor, VS Code, Clau | 2 | Claude Code, Codex, OpenCode | 2 | 391 tok |
| stigenai/qdrant-mcp Qdrant vector database server with MCP (Model Context Protocol) support | 2 | Claude Code | 1 | 239 tok |
| yasinyaman/fusion Fusion is a DuckDB-powered in-memory OLAP analytics engine that connects to Warp REST APIs | 2 | Claude Code | 1 | 1,178 tok |
| amanasmuei/amem npmjs.com The memory layer for AI coding tools. Local-first, semantic, works with Claude Code, Curso | 2 | Claude Code, GitHub Copilot | 2 | 2,416 tok |
| hovecapital/read-only-local-postgres-mcp-server | 2 | Claude Code | 1 | 422 tok |
| redgreat/db_mcp_server Centralized database management MCP server | 2 | Claude Code, Codex | 2 | — |
| cyanheads/openaq-mcp-server npmjs.com Find air-quality monitoring stations and read measured pollutant observations (PM2.5, PM10 | 2 | Claude Code, Codex, OpenCode | 2 | 11,920 tok |
| Aron-Valenzuela/MCP-SqlServer | 2 | Claude Code | 1 | 778 tok |
| gabrielrojasnyc/anatomy-of-a-knowledge-base Runnable teaching implementation of the Cerebras knowledge-base architecture: one embeddin | 2 | Claude Code, Codex, OpenCode | 2 | 1,176 tok |
| Pr0j3c7t0dd-Ltd/cut-copy-paste-mcp | 2 | Claude Code, Codex, OpenCode | 2 | 2,234 tok |
| Catfish-75/claw-task-hub Local-first, Linear-like task hub for AI agents and agentic harnesses | 2 | Codex, OpenCode | 1 | 472 tok |
| jonathan-meyer/zmachine-mcp Model Context Protocol for ZMachine | 2 | Claude Code, GitHub Copilot | 4 | 2,101 tok |
| BastianZim/apple-mail-mcp A lightweight, read-only MCP server for Apple Mail. Reads directly from Mail's local SQLit | 2 | Claude Code | 1 | 412 tok |
| ambient-code/gps ambient-code.ai GPS — read-only MCP caching tier for org and engineering data | 2 | Claude Code | 4 | — |
| Idle-Sync/db-conn-mcp A dead-simple, self-hosted MCP server for safely querying your databases with AI agents (P | 2 | Claude Code, Cursor | 2 | 3,324 tok |
| LVTD-LLC/pgsandbox pgsandbox.lvtd.dev Agent-facing MCP for disposable Postgres experimentation databases | 2 | Claude Code, Codex, OpenCode | 2 | 1,552 tok |
| alrcatraz/astra-knowledge-base-mcp Knowledge base for AI Agent, supports vectorisation, SAG | 1 | Codex, OpenCode | 1 | 2,276 tok |
| dannyhoang249-hub/Self-host-MCP-server-for-AI-video-reference-library A self-hosted MCP server and local dashboard for building a reusable AI-video reference li | 1 | Claude Code | 1 | — |
| wgong/sqlite-mcp-server Building a simple SQLite MCP server | 1 | Claude Code | 1 | 1,004 tok |
| reloru/new-relo crosbynews.com crosbynews | 1 | Claude Code | 4 | 6,976 tok |
| HandyS11/ProjGraph handys11.github.io .NET tool ecosystem for visualizing project dependencies, database schemas, and class hier | 1 | Claude Code, GitHub Copilot | 10 | 1,067 tok |
| Rishav0123/sentimatix | 1 | Claude Code, Codex | 2 | — |
| atakanelik34/Bilinc bilinc.space Verifiable state plane for autonomous agents: memory, belief revision, rollback, audit, an | 1 | Codex, OpenCode | 1 | 881 tok |
| boyce-io/boyce convergentmethods.com Privacy-first SQL compiler and open semantic protocol exposed as an MCP server | 1 | Claude Code | 1 | 6,243 tok |
| Fashad-Ahmed/universal-db-mcp The only database MCP server that treats LLM output as untrusted input, 8 layers of inject | 1 | Claude Code | 1 | 2,017 tok |
| cunicopia-dev/knowledge-graph-rdbms A label property graph in a single SQLite file — event-sourced, gated, and MCP-ready. Agen | 1 | Claude Code | 2 | 3,947 tok |
| cyanheads/chembl-mcp-server npmjs.com Link compounds to protein targets, rank bioactivity (IC50/Ki/EC50), and look up drug mecha | 1 | Claude Code, Codex, OpenCode | 2 | 14,242 tok |
| davidmosiah/delx-memory npmjs.com Local-first persistent memory layer for AI agents. SQLite-backed, MCP-compatible, cross-ag | 1 | Codex, OpenCode | 1 | 416 tok |
| echoedinvoker/chatmux Local-first personal chat data layer daemon. Connects IM platforms via child-process adapt | 1 | Claude Code | 1 | 2,037 tok |