Data and AI

1,783 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
msmirnyagin/wed-search-cloudflare Remote MCP server on Cloudflare Workers — smart web-search router across HTTP APIs, extern 0 Codex, OpenCode 1 1,368 tok
hwalde/vision-mcp MCP-Server für lokale Bild-Analyse: YOLOv8-Objekterkennung und EasyOCR, mit LLM-optimierte 0 Claude Code, Codex, OpenCode 2 2,821 tok
powersurge01/shoot-email shoot-email-backend.powersurge.workers.dev Gives ChatGPT a real email inbox to send and receive messages, preserve conversation histo 0 Codex, OpenCode 1 3,723 tok
lorenzomicheli/bedrock-kb-mcp-server A managed knowledge base for Claude Code, powered by Amazon Bedrock Managed Knowledge Base 0 Codex, OpenCode 1 379 tok
Gaurav7974/agent-regress npmjs.com MCP server for regression-testing AI agents — deterministic checks (regex, exact-match, JS 0 Codex, OpenCode 1 400 tok
feli0x/docfs DocFS is a Model Context Protocol (MCP) server that exposes read-only file system tools to 0 Codex, OpenCode 1 457 tok
kaushikkumarkr/RAG-MCP 0 Codex, OpenCode 1 7,194 tok
ArkaAiAdmin/Agentic-Memory Local-first semantic memory system for AI agents with MCP, FTS5, KG, temporal reasoning, a 0 Claude Code, Codex, OpenCode 9 5,809 tok
dbtlr/artifacts Persistent links for agent-generated Markdown, HTML, and text via MCP. 0 Claude Code, Codex, OpenCode 2 141 tok
Sudeozubek/flyrank-capstone-social-studio AI-powered multi-platform social campaign publishing platform built for the FlyRank Backen 0 Codex, OpenCode 1 242 tok
aronjesusfj-lang/mcp-fansly Servidor MCP (Model Context Protocol) para automatización y analítica de cuentas de Fansly 0 Codex, OpenCode 1 765 tok
amangit1314/repo-rag A chat agent over my own GitHub profile — ask it "has Aman used Kotlin?" or "is CareerSpir 0 Claude Code, Codex, OpenCode 13 4,244 tok
manojkiranti/local-llm-mcp 0 Claude Code, Codex, OpenCode 2 3,477 tok
meob/mcp-blueprint MCP Blueprint is a lightweight framework for creating Model Context Protocol (MCP) servers 0 Claude Code, Codex, OpenCode 2 1,266 tok
solaegis/hubitat-mcp MCP server for Hubitat Elevation hubs (C-5+) — Maker API device control, optional admin to 0 Codex, OpenCode 1 338 tok
tqctqc1/deepseek-vision-mcp Vision bridge for text-only AI models - image analysis powered by Gemini API with MCP, CLI 0 Claude Code, Codex, OpenCode 2 501 tok
PedroHenriqueNS/reapfield Scrape a URL into structured JSON from a natural-language field spec. Derives CSS selector 0 Codex, OpenCode 1 253 tok
chncaesar/db-semantic-mcp MCP server exposing PostgreSQL and SQL Server schema metadata to AI coding agents — list t 0 Codex, OpenCode 1 1,272 tok
PurrlyDigital/owasp-wstg-mcp Local Knowledge Graph RAG over the OWASP Web Security Testing Guide, exposed as five MCP t 0 Codex, OpenCode 1 2,424 tok
cynthiajones34/GBrain thebuildersopsstudio.com Cost-optimized gbrain fork for single-operator boutique consultancy. ~$1-5/mo target. 0 Claude Code, Codex, OpenCode 2 14,533 tok
smorand/mcp-htmleditor WYSIWYG HTML editor + MCP server for LLM-assisted presentations and documents (IBM Carbon, 0 Codex, OpenCode 1 2,018 tok
hyuga611/llm-safe-sql npmjs.com [Moved to airframe] Let an LLM propose UPDATE/DELETE, run it for real inside a transaction 0 Codex, OpenCode 1 758 tok
kevynf/akshare-mcp-bridge pypi.org Complete MCP access to AKShare's public APIs, with automatic discovery, deterministic rout 0 Codex, OpenCode 1 813 tok
SavageCore/dashy-mcp Model Context Protocol for Lissy93/dashy 0 Codex, OpenCode 1 956 tok
LiShuo-Duke/riskprobe-agent Privacy-safe local risk intelligence Agent for explainable rules, PSI drift monitoring, in 0 Codex, OpenCode 1 548 tok
arr-mcps/cleanuparr-mcp Model Context Protocol for Cleanuparr/Cleanuparr 0 Codex, OpenCode 1 1,282 tok
udarshmarthala/hybrid-rag-mcp 0 Codex, OpenCode 1 2,538 tok
arr-mcps/qui-mcp Model Context Protocol for autobrr/qui 0 Codex, OpenCode 1 1,106 tok
ketankshukla/learn-mcp-agent-ledger learn-mcp-agent-ledger.vercel.app Project #5 in a learn-MCP series: sampling, where the server borrows the host model instea 0 Claude Code, Codex, OpenCode 3 159 tok
Radics/context-forge Portable, evidence-backed shared context and structured handoffs for AI agents 0 Codex, OpenCode 1 311 tok
arr-mcps/komga-mcp Model Context Protocol for gotson/komga 0 Codex, OpenCode 1 1,221 tok
Inarus/provgraf W3C PROV knowledge graph on plain Postgres with automatic staleness propagation — a verifi 0 Codex, OpenCode 1 887 tok
Mateo-404/gavriel-mcp MCP Server (Model Context Protocol) for Gavriel 0 Codex, OpenCode 1 4,224 tok
arr-mcps/dashbrr-mcp Model Context Protocol for autobrr/dashbrr 0 Codex, OpenCode 1 1,318 tok
arr-mcps/radarr-mcp Model Context Protocol for Radarr/Radarr 0 Codex, OpenCode 1 1,427 tok
SomeNewKid/CaesarCipher A Foundry prompt agent which uses an MCP tool to encode a message using a Caesar shift. 0 Codex, OpenCode 1 233 tok
arr-mcps/prowlarr-mcp Model Context Protocol for Prowlarr/Prowlarr 0 Codex, OpenCode 1 1,257 tok
soewal19/eracore-revit-mcp MCP Server for Autodesk Revit — BIM automation via LLM assistants 0 Claude Code, Codex, OpenCode 2 4,708 tok
arr-mcps/autobrr-mcp Model Context Protocol for autobrr/autobrr 0 Codex, OpenCode 1 1,539 tok
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
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