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
theonetheycallneo/harbormaster Authenticated MCP gateway: per-user RAG + a 116-tool registry behind one endpoint, at cons 0 Claude Code, Codex, OpenCode 2 79 tok
SunrisesIllNeverSee/bestuser-router-mcp signalaf.com BestUserRouter MCP — the marketable intent layer for 'who is the best AI user?' queries. R 0 Codex, OpenCode 1 1,335 tok
TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, 0 Codex, Cursor, OpenCode 2 944 tok
sagar-shirwalkar/collibra-atlas Local-first AI knowledge layer for Collibra documentation via MCP 0 Claude Code, Codex, OpenCode 15 2,964 tok
eddyvlad/taskgrade Local-first task classification and coding-agent model selection with Ollama, CLI, and MCP 0 Codex, OpenCode 1 177 tok
DmitriyOT/mcp-codebase MCP server for semantic codebase navigation: AST index of symbols, imports and dependencie 0 Codex, OpenCode 1 2,770 tok
Dev-Russo/session-handoff-mcp Local-first MCP server for structured session handoff between coding agents. 0 Codex, OpenCode 1 614 tok
surendranb/macos-mcp macos-mcp.builditwithai.xyz 40-tool macOS MCP server for AI agents — calendar, mail, notes, music, podcasts, camera, s 0 Codex, OpenCode 1 788 tok
ownasquare/context-loom Local-first, fidelity-audited context compilation for AI chat harnesses 0 Codex, OpenCode 1 566 tok
pooyanmajd/pmtechdev-mcp-plugins Local-first, safety-focused MCP servers, shared tooling, and a public Codex plugin marketp 0 Claude Code, Codex, OpenCode 1 326 tok
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 1,855 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 66 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
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 1,640 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 1 639 tok
azmirizkifar20/RAGBuddy rag.azmirf.my.id 🤖 A multi-project RAG (Retrieval-Augmented Generation) platform that provides project-awa 0 Claude Code, Codex, OpenCode 3 1,034 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 3,011 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/lidarr-mcp Model Context Protocol for Lidarr/Lidarr 0 Codex, OpenCode 1 1,633 tok
arr-mcps/autobrr-mcp Model Context Protocol for autobrr/autobrr 0 Codex, OpenCode 1 1,539 tok