1,844 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 |
|---|---|---|---|---|
| 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 |
| dawnmcp/DawnMCP-1 DawnMCP is a local, privacy-first MCP server that gives AI coding assistants deep codebase | 0 | Claude Code, Codex | 5 | — |
| 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 |
| XBW-Leo/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 9 | — |
| 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 |
| arr-mcps/qbit_manage-mcp Model Context Protocol for StuffAnThings/qbit_manage | 0 | Codex, OpenCode | 1 | 1,582 tok |
| marrinexyq-droid/Rag-Mcp-Server | 0 | Claude Code, Codex | 9 | — |
| 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 |
| xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER Production-oriented modular RAG MCP server for study-abroad knowledge retrieval | 0 | Claude Code, Codex | 9 | — |