Data and AI

1,799 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

ProjectStarsConfiguresFilesAlways loaded
arr-mcps/qbit_manage-mcp Model Context Protocol for StuffAnThings/qbit_manage 0 Codex, OpenCode 1 1,582 tok
Nighthawk42/gbdocs-mcp MCP server exposing the Game Boy Pan Docs as structured, citable lookups for decompilation 0 Claude Code, Codex, OpenCode 2 2,006 tok
nazerim/brave-answers-mcp MCP server (stdio) for the Brave Answers API: cited one-shot answers + async research subm 0 Codex, OpenCode 1 749 tok
Carlos-ortiz23/siigo-mcp Servidor MCP (Model Context Protocol) remoto que conecta la API pública de Siigo Colombia 0 Codex, OpenCode 1 360 tok
PipperL/nycu-library-mcp-wrapper Cloudflare Workers wrapper for NYCU Library's official MCP server. Normalizes catalog sear 0 Codex, OpenCode 1 360 tok
kadalzbaiq/mata-kadalz A local Vision MCP server for any MCP client, using Qwen3-VL through an external llama-ser 0 Codex, OpenCode 1 710 tok
AaronVick/AGENT_FABLES agentfables.org Machine-readable preflight for software agents: pass the next unsent tool call; receive ≤2 0 Codex, OpenCode 1 408 tok
Snozu/relay An AI operations agent that answers from your own data, cites your own policies, and stops 0 Codex, OpenCode 1 154 tok
cristianvirtus/tecno-chatbot-portal tecno-chatbot-portal.vercel.app Mini-agente educativo de tecnología (Nodi): chat texto/voz, avatar, RAG con una sola tool 0 Codex, OpenCode 1 272 tok
Epyur/sbe-agent SBE plugin LogicTEAM.007 — a universal LLM agent: MCP tools (Word/Excel/JSON/PDF), permiss 0 Codex, OpenCode 1 12,140 tok
romil569/RepoGuardian-RHD-Enterprise repoguardian-rhd.vercel.app AI-native autonomous software engineering intelligence platform powered by RHD - Repositor 0 Codex, OpenCode 1 1,433 tok
AngelN-Halo/google-mcp Authenticated, read-only MCP server for narrowly scoped Google Workspace Directory lookups 0 Codex, OpenCode 1 744 tok
ak8x6/talent-bridge-lebanon talent-bridge-lebanon.lovable.app AI career-matching agent for Lebanese CS graduates - semantic job retrieval, deterministic 0 Codex, OpenCode 1 115 tok
pedro-angel/mcp-for-kibana MCP server for Kibana: composable toolboxes over a hexagonal core 0 Codex, OpenCode 1 577 tok
ifoodsci-ai/mflowy MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis 0 Codex, OpenCode 1 1,856 tok
jezdez/conda-cli-mcp jezdez.github.io Expose conda and its plugin commands through the Model Context Protocol 0 Codex, OpenCode 1 2,088 tok
shashank-sn/positioning-bridge Evidence-backed positioning policy checks for content workflows, CLI, and MCP. 0 Codex, OpenCode 1 112 tok
LZZLHY/archview Code architecture dashboard: CodeGraph (tree-sitter) provides structural facts, while the 0 Codex, OpenCode 1 1,400 tok
phamviet86/codex-a2a-gateway Bidirectional A2A v1.0 gateway for Codex via MCP and Codex App Server; tested with Hermes 0 Codex, OpenCode 1 1,544 tok
nymrel/nymrel-agent nymrel-agent.vercel.app Explainable multi-model routing with deterministic receipts and no prompt custody. 0 Codex, OpenCode 1 490 tok
haorantang97/knowledge-trust-core Portable evidence and maturity policy for AI-facing knowledge systems 0 Codex, OpenCode 1 164 tok
engoetz/sap-adt-mcp MCP server and Python client for the SAP ADT REST API — search, read, write, activate and 0 Claude Code, Codex, OpenCode 2 3,871 tok
mr-rsr/rcm-mcp AI-native Model Context Protocol (MCP) server for Healthcare Revenue Cycle Management (RC 0 Codex, OpenCode 1 299 tok
Open-Bio/openbio-comfy-mcp Local MCP bridge for inspecting and editing a live ComfyUI canvas. 0 Codex, OpenCode 1 472 tok
InjectPrompt/vision-model-text-input-generator-mcp 0 Codex, OpenCode 1 240 tok
Coaden/agent-kudos coaden.github.io Local-first recognition and accomplishment infrastructure for AI agents 0 Codex, OpenCode 1 515 tok
mikusnuz/iptime-mcp MCP server for safely managing ipTIME routers without opening the admin panel — Wi-Fi, NAT 0 Codex, OpenCode 1 878 tok
NamDT-146/ML-Experiments-MCP 0 Codex, OpenCode 1 255 tok
StarShipI/modelmix Multi-model LLM comparison tool — 17 models, AI judge scoring, web UI + CLI + MCP plugin + 0 Claude Code, Codex, OpenCode 2 79 tok
Immersive-commons/ic-skills immersivecommons.com Agent skills, SDKs, and integration docs for Immersive Commons (immersivecommons.com) - Fl 0 Claude Code, Codex, Cursor, OpenCode 3 2,764 tok
mcpqueen/mcpqueen mcpqueen.com 👑 The evidence layer for MCP — every registry server probed live, graded with verbatim ev 0 Codex, OpenCode 1 744 tok
UnbearableDev/hu-postcode-validator apify.com MCP server validating Hungarian postal codes and addresses. Powered by official Magyar Pos 0 Claude Code, Codex, OpenCode 2 6,202 tok
benseverndev-oss/goldenpipe [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,031 tok
combor/baryon-mcp A local, permission-limited bridge between Proton Mail and the AI you choose. 0 Claude Code, Codex, OpenCode 2 589 tok
davidmosiah/wellness-air npmjs.com Local-first air quality MCP for AI agents — AirGradient, AirThings, PurpleAir, IQAir, Awai 0 Codex, OpenCode 1 577 tok
davidmosiah/delx-mcp-server delx.ai Free MCP stdio bridge for agent continuity: resume after compaction, hand off between runt 0 Codex, OpenCode 1 293 tok
partymola/withings-mcp modelcontextprotocol.io MCP server for the Withings Health API with OAuth, local cache, and trend analysis 0 Claude Code, Codex, OpenCode 2 3,470 tok
84emllc/calendly-mcp-server MCP server for Calendly API - event management and scheduling via Model Context Protocol 0 Claude Code, Codex, OpenCode 2 1,465 tok
1818TusculumSt/smartdrive-mcp Semantic search for your entire OneDrive, powered by Pinecone vector search. 0 Codex, OpenCode 1 966 tok
mei-shui-xing/douyin-transcript-mcp Local-first, read-only Douyin speech transcription MCP using Qwen3-ASR and OpenAI Secure M 0 Codex, OpenCode 1 485 tok
matracey/mcp-server-template A starter template for building MCP (Model Context Protocol) servers in TypeScript 0 Codex, GitHub Copilot, OpenCode 2 1,026 tok
ivkond/memoria The missing self-hosted memory backend for MCP clients. 0 Claude Code, Codex, OpenCode 1 1,400 tok
raeseoklee/artifacty npmjs.com Local agent-to-agent artifact exchange for LLM workflows via HTTP, CLI, and MCP. 0 Claude Code, Codex, OpenCode 2 1,596 tok
asamiile/google-drive-rag-mcp 0 Claude Code, Codex, OpenCode 2 595 tok
TegroTON/tegro-money-mcp Read-only MCP server for the Tegro.Money payment API — connect Claude, Cursor & other AI t 0 Claude Code, Codex, OpenCode 2 630 tok
brianMacao/ai-mcp-server Local MCP bridge that unifies multiple API endpoints into one model capability pool for Ag 0 Codex, OpenCode 1 3,243 tok
hyh0620/mcp-knowledge-service Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations 0 Codex, OpenCode 1 266 tok
antinomie1/maimai-mcp Rust-based high-performance maimai DX (舞萌 DX) MCP score lookup tool and B50 rendering serv 0 Codex, OpenCode 1 2,460 tok
xbirimensah/heavenly-health-protocol Privacy-first, LLM-agnostic health data protocol and MCP server. 0 Codex, OpenCode 1 678 tok