2,460 projects whose own agent configuration covers data and ai. 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 agents7,510Claude Code6,601Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Alexfp28/huginnDB huginndb.vercel.app Desktop database manager for PostgreSQL, MySQL, SQLite, MongoDB and SQL Server, built with | 2 | Claude Code | 1 | 4,452 tok |
| billlzzz26/blink-md High-performance Notion document sync and conversion engine with Universal IR support for | 2 | Claude Code, Codex, OpenCode | 8 | 4,174 tok |
| pkmdev-sec/cocoindex-claude-code Complete knowledge base system with semantic search for Claude Code CLI. Powered by CocoIn | 2 | Claude Code | 1 | 401 tok |
| kenithphilip/Tessera Signed provenance labels and taint-tracking policy for LLM agent security. The core librar | 2 | Claude Code | 1 | 3,345 tok |
| lidless-labs/adguardctrl lidless.dev One bad call can take down your DNS filtering. adguardctrl gates every AdGuard Home write | 2 | Claude Code, Codex, OpenCode | 2 | 1,519 tok |
| isomoes/all-in-mcp pypi.org A FastMCP-based Model Context Protocol (MCP) server providing academic paper search and PD | 2 | Claude Code | 1 | 1,457 tok |
| akar5h/jakk Black-box security scanner for MCP servers — deterministic single-call probes, no LLM. 13 | 2 | Claude Code | 1 | 668 tok |
| DrinkTea905/paper-piggy 🐷 PaperPiggy — helps AI agents truly understand your literature library: 39 MCP tools · c | 2 | Claude Code, Codex, OpenCode | 2 | 23,615 tok |
| bitplane/vldmcp A distributed, FoaF MCP server using Velid and podman | 2 | Claude Code | 1 | 1,634 tok |
| SFHAJJI/energy-copilot energy.soufien.lu Production Azure AI co-pilot for Luxembourg solar-PV prospecting: geospatial data, tenders | 2 | Claude Code | 1 | 21,702 tok |
| srobinson/fmm fmm turns a repo into queryable structure: file topology, exports, imports, dependencies, | 2 | Claude Code | 1 | 131 tok |
| airiclenz/llama-launcher Profile-based launcher for local LLM servers - start, stop and switch models on llama.cpp, | 2 | Claude Code | 1 | 33 tok |
| ArcadeAI/arcade-mcp-ts TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret i | 2 | Claude Code | 1 | 1,246 tok |
| ScientiaCapital/unsloth-mcp-server MCP server for LLM fine-tuning with Unsloth. 33 tools, 180 tests, RunPod GPU integration. | 2 | Claude Code | 23 | 378 tok |
| yk4464/black-souls-mcp Local MCP for BLACK SOULS: agents read RGSS3 objects and drive the native input loop | 2 | Claude Code, Codex, OpenCode | 2 | 3,280 tok |
| foggy-projects/foggy-data-mcp-bridge-python Semantic layer query engine with MCP (Model Context Protocol) support — enables AI assista | 2 | Claude Code | 1 | 1,259 tok |
| m-oonn/rag-aiops-platform Enterprise RAG knowledge base Q&A system + AIOps operations diagnosis Agent (Plan-Execute- | 2 | Claude Code | 1 | 522 tok |
| DataViking-Tech/Althing dataviking-tech.github.io Run synthetic focus groups and user research panels using AI personas. CLI tool, Python li | 2 | Claude Code | 1 | 1,929 tok |
| BraedenBDev/pointdev Structured browser context capture for AI coding tools. Talk, draw, click — PointDev compi | 2 | Claude Code | 1 | 995 tok |
| 24X7/riz riz.dev Self-hosted AWS Lambda runtime — HTTP API Gateway v2 + WebSocket, Bun/Node.js/Python/Rust | 2 | Claude Code | 1 | 1,086 tok |
| sandraschi/google-ai-mcp FastMCP 3.2 gateway for Google AI: Gemini chat, Nano Banana images, Veo video, Gemini Omni | 2 | Claude Code, Codex, OpenCode | 2 | 990 tok |
| reachjalil/mcpexplained reachjalil.github.io Interactive, replayable explainers for the Model Context Protocol | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| SolarLLM/human-proofreader-mcp human-proofreader-mcp.vercel.app An MCP server that proofreads Korean manuscripts as if edited by a human editor — Upstage | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| lidonation/Cardano-mcp Cardano's missing MCP server. Query UTxOs, decode datums, scaffold Aiken validators, watch | 2 | Claude Code, Gemini CLI | 2 | 6,766 tok |
| yusufkucukates/mcp-prompt-optimizer The MCP server that turns vague AI prompts into production-ready instructions — works offl | 2 | Claude Code | 1 | 1,595 tok |
| ajstars1/agent-os Open-source AI agent that learns from every conversation. 82% fewer tokens than LangChain. | 2 | Claude Code | 1 | 336 tok |
| airano-ir/mcphub AI-native management hub for WordPress, WooCommerce, and self-hosted services via Model Co | 2 | Claude Code | 1 | 2,642 tok |
| JoshuaShunk/Harbor harbormcp.ai Universal MCP Hub — discover, install, run, and sync MCP servers across Claude Code, Codex | 2 | Claude Code | 1 | 624 tok |
| MacromNex/boltz_mcp Boltz2 MCP server for protein structure and affinity prediction | 2 | Claude Code | 1 | 1,890 tok |
| lonexreb/MCPstudio Postman for MCP servers | 2 | Claude Code | 1 | 2,472 tok |
| MacromNex/bindcraft_mcp BindCraft MCP server for de novo protein binder design | 2 | Claude Code | 1 | 737 tok |
| adeoluwaadesina/genesis-mcp A self-extending Model Context Protocol (MCP) server. Ships with one tool that creates oth | 2 | Claude Code | 1 | 1,041 tok |
| OktoLabsAI/okto-pulse-core oktolabs.ai Transport-neutral domain engine for Okto Pulse: governed SDLC workflows, knowledge graph c | 2 | Claude Code | 1 | 2,155 tok |
| nicculus/mcp-infra Deploy any MCP server on AWS, GCP, or Azure — serverless, zero idle cost, full CI/CD, no l | 2 | Claude Code | 1 | 2,499 tok |
| eliassoares/trilium-fastmcp MCP server for Trilium Notes — exposes the ETAPI as tools for LLMs and AI agents | 2 | Claude Code, Codex, OpenCode | 2 | 2,578 tok |
| MacromNex/boltzgen_mcp BoltzGen MCP server for protein binder design | 2 | Claude Code | 1 | 1,058 tok |
| SixHq/bed-of-roses bor-os.io An AI companion that lives on your desktop and does things — builds native Mac apps on dem | 2 | Claude Code | 1 | 4,381 tok |
| zjshen14/opencli npmjs.com An open-source, model-agnostic AI coding agent CLI — works with Google Gemini, Anthropic C | 2 | Claude Code, Codex, OpenCode | 2 | 7,102 tok |
| adudley78/mcp-audit Security scanner for MCP (Model Context Protocol) server configurations. Detects prompt in | 2 | Claude Code | 1 | 22,658 tok |
| NimbleBrainInc/synapse npmjs.com Agent-aware app SDK for the MCP ext-apps protocol. Typed tool calls, reactive data sync, a | 2 | Claude Code | 1 | 3,598 tok |
| Synapsor/Synapsor-Runner synapsor.ai Let AI agents query and update Postgres/MySQL without raw SQL, unrestricted schema access, | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,188 tok |
| danfking/burnish burnish-demo.fly.dev Swagger UI for MCP servers — explore, test, and visualize any Model Context Protocol serve | 2 | Claude Code | 1 | 2,344 tok |
| nweii/obsidian-remote-mcp Connect your Obsidian vault to MCP clients (Claude etc.) from anywhere to a self-hosted se | 2 | Claude Code, Codex, OpenCode | 2 | 4,169 tok |
| hyperpolymath/boj-server-cartridges Canonical registry of BoJ capability cartridges — each one a machine-checked ABI, a five-s | 2 | Claude Code | 1 | — |
| myrddian/anchor Source-grounded chunk validation as a primitive. Spring Boot service exposing two interfac | 2 | Claude Code | 1 | 1,543 tok |
| tripplemay/aigcgateway aigc.guangai.ai Unified OpenAI-compatible AI gateway for 10+ providers — with prompt workflows (Action/Tem | 2 | Claude Code, Codex, OpenCode | 4 | 2,502 tok |
| MarcinWalendowski/email-local-mcp Connect every email account to your AI agent over IMAP/SMTP, locally. A local MCP server f | 2 | Claude Code | 1 | 951 tok |
| MarkusNeusinger/cite-citadel markusneusinger.github.io LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so | 2 | Claude Code, GitHub Copilot | 5 | 29,347 tok |
| g8rswimmer/cogniflow Visual AI workflow automation platform with a drag-and-drop canvas editor, built-in LLM/RA | 2 | Claude Code | 1 | 2,718 tok |
| beast-bruiser/theartifact-cli theartifact.art CLI to interact with the-artifact-art models and workflow. | 2 | Claude Code | 1 | 2,482 tok |