1,800 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 agents7,410Claude Code6,578Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| knaisoma/data-olympus Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and | 23 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,724 tok |
| Cognipeer/console cognipeer.github.io Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, | 23 | Codex, GitHub Copilot, OpenCode | 2 | 7,308 tok |
| cnkang/nginx-markdown-for-agents Self-hostable NGINX module that serves Markdown to AI agents via HTTP content negotiation | 23 | Codex, OpenCode | 1 | 17,509 tok |
| boettiger-lab/mcp-data-server boettiger-lab.github.io Duckdb-based MCP server for datasets | 23 | Codex, OpenCode | 1 | 7,762 tok |
| kenhuangus/llm-wiki | 23 | Codex, OpenCode | 1 | 793 tok |
| dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han | 23 | Claude Code, Codex, OpenCode | 2 | 794 tok |
| sambitcreate/Swift-Foundation-Models-Skills A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation M | 23 | Codex, OpenCode | 1 | 1,534 tok |
| jedarden/NEEDLE jedarden.com Headless agent orchestrator with deterministic state machine — processes a bead queue, dis | 23 | Claude Code, Codex, OpenCode | 3 | 5,303 tok |
| arismoko/buddy.nvim AI-powered MCP server for Neovim - bridge your editor to LLM agents | 22 | Codex, OpenCode | 1 | 1,277 tok |
| AXERA-TECH/Magnetar Pulsar2 Agent, Build a 10‑stage automated pipeline powered by AI Agent. Convert floating‑p | 22 | Claude Code, Codex, OpenCode | 13 | 4,969 tok |
| ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and | 22 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 9,312 tok |
| dmirain/OctoForge Self-hosted multi-tenant agent platform for teams: skills, knowledge, API contracts and MC | 22 | Claude Code, Codex, OpenCode | 4 | 3,716 tok |
| staruhub/CrewClaw crewhire.fly.dev Local-first AI Employee OS: discover, hire, supervise, verify evidence, and grow AI employ | 22 | Codex, OpenCode | 1 | 762 tok |
| huyphan13189/QE-AI | 22 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 17 | 10,209 tok |
| crafter-station/lupa lupa.build The Knowledge API for AI Agents | 22 | Codex, OpenCode | 1 | 9,668 tok |
| srtab/daiv daivagent.com Your AI-powered SWE teammate, built into your git workflow | 22 | Claude Code, Codex, OpenCode | 4 | 1,819 tok |
| conradkoh/raggrep Local semantic search and retrieval | 22 | Claude Code, Codex, Cursor, OpenCode | 4 | 2,202 tok |
| maximskorohod/memobase Local knowledge base for AI agents (hermes plugin): hybrid search over your PDFs, DOCX, si | 22 | Codex, OpenCode | 1 | 1,416 tok |
| yelanyanyu/ad-fontes-manager A term management tool for the Ad Fontes English/German vocabulary learning system. Suppor | 22 | Claude Code, Codex, OpenCode | 9 | 693 tok |
| malon64/openlakeforge Cloud Agnostic data platform for both cloud or on prem | 22 | Claude Code, Codex, OpenCode | 2 | 3,599 tok |
| fdhhhdjd/Class-Production-AI-App 🏗️ Production-ready AI app structure — RAG pipeline, hybrid search, self-correcting agent | 22 | Claude Code, Codex, OpenCode | 2 | 776 tok |
| parnexcodes/synthetic-web-search-mcp A Model Context Protocol (MCP) server that exposes the Synthetic web search API as a tool | 22 | Claude Code, Codex, OpenCode | 2 | 1,499 tok |
| crimson-knight/llamero A wrapper shard for llama.cpp that acts as a client to work directly with AI models throug | 22 | Claude Code, Codex, OpenCode | 5 | 2,994 tok |
| fpytloun/intaris Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analys | 22 | Codex, OpenCode | 1 | 22,010 tok |
| abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter | 22 | Codex, OpenCode | 1 | 34 tok |
| hjanuschka/pi-qmd QMD (Quick Markdown Search) extension for pi coding agent - on-device knowledge base searc | 22 | Codex, OpenCode | 1 | 136 tok |
| cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles | 22 | Claude Code, Codex, Cursor, OpenCode | 12 | 1,611 tok |
| TadMSTR/searxng-mcp npmjs.com Private web search MCP: SearXNG metasearch → ML reranking → 4-tier fetch cascade (Firecraw | 22 | Codex, OpenCode | 1 | 1,760 tok |
| IvoryCanvas/QAMap npmjs.com Local zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenar | 22 | Codex, OpenCode | 1 | 286 tok |
| brcampidelli/chimera-agent Open-source AI agent that reasons by blending many AI models, does real work on its own, a | 22 | Codex, OpenCode | 1 | 960 tok |
| jim60105/copilot-prompt My personal AI coding tool prompts (SKILL.md) | 21 | Codex, OpenCode | 1 | 315 tok |
| TideSurf/core tidesurf.org Connect Chromium to LLM agents via token-efficient DOM compression. 50-200 tokens per page | 21 | Claude Code, Codex, OpenCode | 2 | 1,167 tok |
| aidyou/chatspeed chatspeed.aidyou.ai An AI chat proxy with universal tool access, protocol conversion, load balancing, key isol | 21 | Codex, OpenCode | 1 | 1,169 tok |
| gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated | 21 | Claude Code, Codex, OpenCode | 3 | 2,700 tok |
| Dicklesworthstone/frankenpandas Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, | 21 | Codex, OpenCode | 1 | 8,500 tok |
| simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" | 21 | Codex, OpenCode | 1 | 1,265 tok |
| prikotov/task-agents-playbook AI-Assisted Development Playbook & Task-driven development methodology for AI-agents. | 21 | Codex, OpenCode | 1 | 3,980 tok |
| mohsenhariri/scorio mohsenhariri.github.io Bayes@N [ICLR'26], Ranking LLMs [ACL'26 Main]: Statistical evaluation, comparison, and ran | 21 | Claude Code, Codex, OpenCode | 2 | 4,044 tok |
| nanlabs/aws-glue-etl-boilerplate A complete example of an AWS Glue application that uses the Serverless Framework to deploy | 21 | Codex, OpenCode | 1 | 279 tok |
| rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant | 21 | Codex, OpenCode | 1 | 2,402 tok |
| Clarity-Digital-Twin/brain-go-brrr A brain-computer interface project focused on EEG signal processing and neural representat | 21 | Claude Code, Codex, Cursor, OpenCode | 3 | 17,809 tok |
| droher/baseball.computer | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,493 tok |
| caomengxuan666/cxxmcp A conformance-tested C++17 SDK for Model Context Protocol servers and clients. | 21 | Codex, OpenCode | 1 | 2,073 tok |
| MylesBorins/athanor personal LLM alchemy | 21 | Codex, OpenCode | 1 | 4,789 tok |
| lizhiyao/oh-my-knowledge oh-my-knowledge.pages.dev OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and w | 21 | Claude Code, Codex, OpenCode | 5 | 2,586 tok |
| awslabs/AutoHelix Agent-powered iterative optimization: put an AI agent in a verified improvement loop. | 21 | Claude Code, Codex, OpenCode | 2 | 1,656 tok |
| intel/gpu-ai-skills Agent Skills for running, benchmarking, and profiling Hugging Face models on Intel GPUs — | 21 | Claude Code, Codex, OpenCode | 2 | 2,191 tok |
| daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs | 20 | Codex, OpenCode | 1 | 2,094 tok |
| NERDSORG/Mutsumi Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability a | 20 | Codex, OpenCode | 1 | 5,463 tok |
| fawdyinc/shellguard MCP server that gives LLM agents read-only shell access over SSH. Powers Fawdy (fawdy.com) | 20 | Codex, OpenCode | 1 | 1,616 tok |