1,181 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sevoniva-labs/oceanbase-mcp Read-only MCP server for OceanBase metadata discovery and SQL access. | 4 | OpenCode | 1 | — |
| zircote/git-notes-memory pypi.org Git-native, semantically-searchable memory storage for Claude Code. Captures decisions, le | 4 | Claude Code, GitHub Copilot | 2 | 3,796 tok |
| nananaman/DuckDB-RAG-MCP-Sample | 4 | Claude Code | 1 | 262 tok |
| MereWhiplash/engram-cogitator | 4 | Claude Code | 1 | 144 tok |
| DayronDLR/sap-enterprise-stack-plugin SAP Enterprise Agent Stack — Claude Code plugin (MIT) | 4 | GitHub Copilot | 24 | 55,845 tok |
| Attilio81/MCP-Sql-Server A secure and production-ready MCP (Model Context Protocol) server for SQL Server database | 4 | Claude Code | 1 | 1,596 tok |
| pc035860/scratchpad-mcp lAn MCP server that provides shared scratchpads for Claude Code agents to collaborate and | 4 | Claude Code, Codex, OpenCode | 2 | 1,882 tok |
| Jemo69/Appflowy-MCP | 4 | Claude Code, Codex | 1 | — |
| usercourses63/musicbrainz-mcp-server 🎵 A comprehensive Model Context Protocol (MCP) server for querying the MusicBrainz databa | 4 | Claude Code, GitHub Copilot | 2 | 1,742 tok |
| thitiph0n/calorie-tracker-mcp-server MCP server for tracking daily calorie intake. Built on Cloudflare Workers with D1 database | 4 | GitHub Copilot | 1 | 321 tok |
| robino16/codeembed pypi.org Embeds your codebase into a local vector database and exposes it as an MCP tool for fast s | 4 | Codex, OpenCode | 1 | 165 tok |
| ljzloser/mcp_tools | 4 | Claude Code, GitHub Copilot | 10 | 2,906 tok |
| sophia-labs/mnemosyne-mcp MCP for Sophia knowledge platform (Mnemosyne). Interfaces with RDF graphs and Garden front | 4 | Claude Code | 1 | — |
| lizard-build/lizard-cli lizard.build Deploy and manage apps on Lizard from your terminal — upload and deploy code, stream logs, | 4 | Codex, OpenCode | 1 | 1,516 tok |
| jovandyaz/knowtis-app knowtis.app Collaborative notes with an AI that reads, edits, and studies alongside you. | 3 | Claude Code, Codex | 17 | 3,749 tok |
| dinglebear-ai/cortex npmjs.com Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLit | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 8,762 tok |
| MuhDur/oraclemcp durakovic.ai Safe-by-default Oracle Database MCP server, in pure Rust — fail-closed SQL guard, engine-f | 3 | Codex, OpenCode | 1 | 4,176 tok |
| lu-zhengda/mcp-virtual-fs npmjs.com PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated f | 3 | Claude Code | 1 | 1,167 tok |
| gregario/lego-oracle LEGO sets, parts, minifigs, and inventories as an MCP server | 3 | Claude Code | 1 | 382 tok |
| cturkieh/france-data-mcp france-data-mcp.vercel.app MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démograph | 3 | Claude Code | 5 | 1,864 tok |
| renanlido/custom-mcp-database | 3 | Claude Code | 1 | 2,055 tok |
| domdomegg/openfoodfacts-mcp 🍎 MCP server for the Open Food Facts API - search, read, and contribute to the world's la | 3 | Claude Code, Codex | 1 | — |
| daniel-aranda/Agents-todo A tiny repo-local SQLite task queue for Codex CLI agents. | 3 | Codex, OpenCode | 2 | 2,418 tok |
| antonio-mello-ai/mcp-redis-monitor MCP server for redis-monitor | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 351 tok |
| AgentDank/dank-mcp Model Context Procotol (MCP) server with tools for Cannabis Datasets. | 3 | Codex, OpenCode | 1 | 1,055 tok |
| AIMLPM/markcrawl Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site fo | 3 | Claude Code | 1 | 86 tok |
| syedasad-kiwi/mongodb-mcp-bridge A powerful Model Context Protocol (MCP) server implementation for MongoDB integration | 3 | GitHub Copilot | 1 | 188 tok |
| matiaszaldarriaga/ai-workspace-framework-core Another attempt that lives inside projects | 3 | Claude Code, Cursor | 29 | 183 tok |
| MaterializeInc/agent-skills Materialize agent skills | 3 | Claude Code, Codex, OpenCode | 4 | 2,295 tok |
| seasonedcc/discord-manager Self-hosted Discord bookmarks, catch-up digests, and triage for your AI assistant, over MC | 3 | Claude Code | 20 | 4,134 tok |
| jvm/usql-mcp usql MCP Server | 3 | Claude Code, Codex, OpenCode | 2 | 5,703 tok |
| danielsimonjr/memory-mcp Enhanced Model Context Protocol memory server with timestamps, tags, importance, search, a | 3 | Claude Code | 11 | 4,722 tok |
| tokenscompany/pocketbase-mcp pocketbase.tokenscompany.co | 3 | Claude Code | 1 | 352 tok |
| silviosotelo/oracle-apex-mcp-server | 3 | Claude Code | 1 | 8,720 tok |
| MacHu-GWU/mcp_ohmy_sql-project mcp-ohmy-sql.readthedocs.io A powerful Model Context Protocol (MCP) server that provides universal SQL database connec | 3 | Claude Code | 1 | 462 tok |
| geoffmcc/sidekick Self-hosted, extensible AI agent platform with governed MCP tools, persistent project memo | 3 | Codex, OpenCode | 1 | 1,738 tok |
| thepapermen/django-mcp-sql Read-only PostgreSQL surface for an LLM agent over MCP with security in mind | 3 | Claude Code | 1 | 589 tok |
| gunvertugberk/mcp-sqlserver npmjs.com A powerful MCP server for SQL Server — schema discovery, query execution, DDL, stored proc | 3 | Claude Code | 4 | 1,726 tok |
| jvanmelckebeke/mcp-synaptic Memory-enhanced MCP server with local RAG database and expiring memory capabilities | 3 | Claude Code | 1 | 5,659 tok |
| tternquist/marklogic-mcp | 3 | Claude Code | 14 | 3,875 tok |
| hadi21k/database-mcp | 3 | Claude Code | 1 | 1,618 tok |
| mdadul/db-mcp Self-hosted MCP gateway that gives AI coding agents read-only access to your databases. | 3 | Claude Code, Codex | 3 | 919 tok |
| sandraschi/database-operations-mcp MCP server and webapp for database operations with 15 portmanteau tools supporting SQLite, | 3 | Claude Code, Codex, Cursor, OpenCode | 3 | 978 tok |
| Suzu-Testing/metasploit-cursor-harness Agentic penetration testing harness bridging Cursor AI agents with Metasploit Framework vi | 3 | Claude Code, Codex, Cursor, OpenCode | 63 | 2,469 tok |
| benedya/octoquery Let AI agents query your databases safely: each DB becomes an MCP tool, each schema a skil | 3 | Claude Code, Codex, OpenCode | 5 | 671 tok |
| yiminspace/quarry yiminspace.github.io The database workbench built for the AI era — one safety-railed query kernel, many faces: | 3 | Claude Code, Codex, OpenCode | 2 | 1,179 tok |
| IngeniousIdiocy/Consumer-Complaint-Database-MCP This is a local Model Context Protocol (MCP) python server meant to be used with Anthropic | 3 | Codex, OpenCode | 1 | 205 tok |
| JonusNattapong/mcp-mt5 Institutional MetaTrader 5 (MT5) MCP Server — 67 Tools, ICT & SMC Models, Risk Credit Scor | 3 | Codex, OpenCode | 1 | 2,234 tok |
| lagrahhn/codeGraph-branch CodeGraph fork with per-branch index management - instant branch switching without re-inde | 3 | Claude Code, Codex | 3 | 7,343 tok |
| DataZooDE/escurel A multi-tenant knowledge-base service for agents | 3 | Claude Code | 2 | 5,333 tok |