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 |
|---|---|---|---|---|
| KinoThe-Kafkaesque/ssh-mcp-server this is a collection of tools that allows your agent to execute commands on your remote se | 10 | Claude Code, Codex, OpenCode | 2 | 1,366 tok |
| AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP) | 10 | Claude Code, Codex, OpenCode | 10 | 4,934 tok |
| gitcoder89431/tuitube ruixen.app YouTube catalog TUI — browse curated channels, stream via mpv, download on demand. | 10 | Codex, OpenCode | 1 | 1,807 tok |
| neverinfamous/mysql-mcp search.adamic.tech Secure MySQL Administration & Observability Featuring Code Mode— One Tool Replacing All 24 | 10 | GitHub Copilot | 1 | 1,678 tok |
| openshift-hyperfleet/kartograph openshift-hyperfleet.github.io Enterprise-Ready Bi-Temporal Knowledge Graph Platform | 10 | Claude Code, Codex, OpenCode | 3 | 1,823 tok |
| bo0tzz/pgmqtt Stateless and scalable MQTT broker backed by Postgres | 10 | Codex, OpenCode | 1 | 2,016 tok |
| Sartori-RIA/ubuteco_api | 10 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,557 tok |
| braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y | 10 | Claude Code, Codex, OpenCode | 2 | 1,198 tok |
| Chuan-Peng-Lab/SPE_Database | 10 | Codex, OpenCode | 2 | 4,814 tok |
| Hanake0/lis OpenClaw, but we care about the shit we are doing | 10 | Claude Code | 1 | 1,760 tok |
| Knuckles-Team/epistemic-graph Rust based epistemic graph for agent-utilities | 10 | Claude Code, Codex, OpenCode | 2 | 25,771 tok |
| spasm-network/spasm-forum-server spasm.network Backend for Spasm-powered forum | 10 | Codex, OpenCode | 1 | 417 tok |
| bmarshall511/forexflow bmarshall511.github.io Self-hosted forex trading platform with real-time OANDA integration, TradingView alert aut | 10 | Claude Code | 15 | — |
| git-scarrow/oracle-mcp-server [MOVED → codeberg.org/scarrow/oracle-mcp-server] MCP server for Oracle database access | 10 | Claude Code | 1 | 1,171 tok |
| dmquant/institute-one Single-node AI research institute: one Python process, one SQLite file, one Obsidian vault | 10 | Claude Code, Codex, OpenCode | 2 | 3,078 tok |
| konflux-ci/konflux-devlake-mcp MCP server that bridges AI assistants with DevLake databases for natural language data que | 10 | Claude Code, Codex, Cursor, OpenCode | 3 | 3,649 tok |
| charlietlamb/ferix ferix.ai A centralised hub for agent skills | 10 | Claude Code | 18 | 127 tok |
| devopam/MCPg devopam.github.io Postgres MCP Server | 10 | Claude Code | 1 | 1,295 tok |
| qgeng1465/bio-mcp qgeng1465.github.io 🧬 BioMCP — Bioinformatics MCP server: PubMed/NCBI/BLAST/PDB/UniProt/enrichment analysis, | 10 | Claude Code | 4 | — |
| Aether-Grid/openticker openticker.com OpenTicker is a multi-crate Rust workspace for configurable spot-trading across equities a | 10 | Codex, OpenCode | 1 | 1,204 tok |
| stevenn/ctxlayer Context-sharing MCP Gateway on Cloudflare | 10 | Claude Code, Codex, OpenCode | 8 | 6,843 tok |
| ZMR0zhangmouren/DOT.NET-Code-Security-Audit-Platform Self-hosted white-box .NET security audit platform. Loads 38 audit Skills via OpenAI Agent | 10 | Claude Code | 4 | 10,067 tok |
| zzxCoding/Flydb flydb.zzxcoding.dev A Schema versioning migration tool for JDBC databases: a zero-dependency Java 8 core, buil | 10 | Codex, OpenCode | 1 | 1,778 tok |
| 0xBakeer/inference-atlas 0xbakeer.github.io A community-owned map of LLM inference engine configurations — benchmarks, evals and cover | 10 | Codex, OpenCode | 1 | 3,302 tok |
| yultyyev/better-auth-firestore npmjs.com Firestore adapter for Better Auth | 9 | Codex, OpenCode | 1 | 2,550 tok |
| unknowbug/qlens QLens — HDR image viewer (QuickView) + image manager with open tag database (qltag.db) + M | 9 | Codex, OpenCode | 1 | 987 tok |
| FindMalek/dukkani dukkani.co Create your online shop in minutes — no code, no stress. | 9 | Claude Code, Codex, Cursor, Windsurf | 41 | 11,808 tok |
| rison1337/ida-pro-mcp-fusion IDA Pro MCP Fusion - 75+ analysis tools, persistent SQLite cache, and a multi-binary headl | 9 | Claude Code | 1 | 1,135 tok |
| pvoo/bigquery-mcp Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context | 9 | Claude Code | 2 | 1,465 tok |
| kpritam/gremlin-mcp MCP server for Gremlin graph databases - Connect AI agents like Claude to TinkerPop, Nept | 9 | Codex, OpenCode | 1 | 2,848 tok |
| StringNLPLAB/FlexSQL FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents | 9 | Claude Code | 1 | — |
| PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email | 8 | Claude Code, Codex, OpenCode | 2 | 1,373 tok |
| bh-rat/mcp-db Session and event store for MCP server, also allows distributed coordination between serve | 8 | Claude Code | 1 | 2,401 tok |
| spranab/swarmcode spranab.github.io Claude Code instances on different machines can't talk to each other — SwarmCode gives the | 8 | Claude Code | 3 | 254 tok |
| volantlabs/vellis volantlabs.ai Vellis — open-source context graph engine for AI agents: typed, local-first memory with ex | 8 | Codex, OpenCode | 8 | 4,953 tok |
| brendadeeznuts1111/betting-brain-v3 🧠 Edge-native betting intelligence platform with MCP server, real-time analytics, and AI- | 8 | Claude Code, Cursor | 2 | 6,708 tok |
| Mnehmos/mnehmos.ooda.mcp OODA loop MCP server with filesystem, CLI, and automation tools | 8 | Claude Code | 1 | 1,397 tok |
| iterorganization/IMAS-Codex | 8 | Claude Code, Codex, OpenCode | 14 | 28,793 tok |
| miltonhit/tibia_mcp tibia-mcp.vercel.app Give your AI access to the entire TibiaWiki database | 8 | Claude Code | 1 | — |
| noritaka88ta/avatarbook avatarbook.life The trust layer for agent-to-agent commerce — cryptographic identity, enforced transaction | 8 | Claude Code | 1 | 250 tok |
| DorukYelken/Model-Database-Protocol Model Database Protocol — intent-based, secure database access for LLMs with schema valida | 8 | Claude Code | 1 | 1,564 tok |
| jordanburke/kuzudb-mcp-server A Model Context Protocol server that provides access to Kuzu databases | 8 | Claude Code | 1 | 2,329 tok |
| ouestcharlie/ouestcharlie-woof Woof is the main agent of Où est Charlie, a modern photo gallery based on MCP and decentra | 8 | Claude Code | 1 | — |
| Remskill/Cortex Cortex: Open-Source AI Memory for your Codebase. Works with Claude CLI and others. It inde | 8 | Claude Code | 1 | 1,401 tok |
| luiscarbonel1991/nlp2sql Enterprise-ready Natural Language to SQL converter with multi-provider AI support (OpenAI, | 8 | Claude Code | 5 | 1,413 tok |
| hovecapital/read-only-local-mysql-mcp-server | 7 | Claude Code | 1 | 1,129 tok |
| alyiox/mcp-mssql Read-only-by-default MCP server for Microsoft SQL Server: metadata discovery, parameterize | 7 | Claude Code, Codex, OpenCode | 2 | 690 tok |
| Marsmanleo/MarsNMe marsnme.com Agent-agnostic AI memory MCP — never forget a conversation again | 7 | Codex, OpenCode | 1 | 532 tok |
| Dan-Cleary/convalytics convalytics.dev Simple analytics for Convex projects | 7 | Claude Code, Codex, OpenCode | 7 | 206 tok |
| marcomq/mq-bridge-app marcomq.github.io Bridge between multiple MQ message queues and streams like nats or kafka | 7 | Codex, OpenCode | 1 | 1,851 tok |