Data and AI

3,584 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
ronronner02/codepilot-agent Multi-agent code analysis assistant: enter a GitHub repository URL to generate architectur 0 Claude Code 6 265 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
johnqh/shapeshyft_api_mcp MCP server for the ShapeShyft API - lets AI assistants describe, configure, and invoke str 0 Claude Code 1 3,338 tok
qui364/fscp-mcp MCP server for reading .fscp configuration files (SPZ “Rubezh-Global”) 0 Claude Code 1 5,300 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
lalithavallabhaneni01-debug/glean-faq-rag-mcpf glean rag exercise 0 Claude Code 1 1,529 tok
Vanderjohnny/solibri-mcp Servidor MCP que conecta uma LLM ao Solibri: 25 ferramentas sobre a REST API local e o mod 0 Claude Code 1 926 tok
chaosst/doc-fine-tuning-mcp An office document (Word/Excel/PPT) large model editing MCP server, which enables the larg 0 Claude Code 1 1,443 tok
mr-rsr/rcm-mcp AI-native Model Context Protocol (MCP) server for Healthcare Revenue Cycle Management (RC 0 Codex, OpenCode 1 299 tok
mskerwiderski/mcp-garmin Read-only MCP server for Garmin Connect: activities, health data, FIT file analysis and ch 0 Claude Code 1 576 tok
Guillain-RDCDE/Trusted-Transcription guillain-rdcde.github.io Guardrails for speech-to-text in production: catches the AI's confident mistakes before a 0 Claude Code 1 —
dcc-mcp/dcc-mcp-obs OBS Studio native plugin and MCP sidecar for AI agents to manage scenes and sources, recor 0 Codex, OpenCode 1 112 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 1 576 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
FixNPE/agentic-financial-advisor Multi-agent financial advisor: LangGraph agents over A2A, Alpha Vantage MCP market data, l 0 Claude Code 1 3,284 tok
rickquant/vault-rag-mcp Local, read-only RAG over Markdown vaults through the Model Context Protocol 0 Claude Code 1 275 tok
QuantumCoderSys/formasty-mcp formasty.com Official public documentation and connection guide for the hosted Formasty MCP server. 0 Gemini CLI 1 291 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
marian-kamenistak/elc-partnership-builder engineeringleaders.io MCP server: build and price an Engineering Leaders Community partnership from your AI assi 0 Claude Code 1 1,027 tok
CSOAI-ORG/agent-negotiation-mcp 🔌 Exposes Multi-agent negotiation framework. Propose deals, evaluate offers, run auctions 0 Cursor 1 78 tok
CSOAI-ORG/cli-builder-ai-mcp meok.ai 🔌 Exposes Cli Builder over MCP — automation tooling for cli builder. MIT. 0 Cursor 1 75 tok
CSOAI-ORG/compression-ai-mcp meok.ai 🔌 Exposes compression tools over MCP (MEOK AI Labs); see the README for the tool list. 0 Cursor 1 69 tok
CSOAI-ORG/construction-iso-19650-mcp meok.ai 🔌 Exposes UK BIM Level 2 (ISO 19650) compliance over MCP — EIR, BEP, MIDP, CDE validation 0 Cursor 1 190 tok
CSOAI-ORG/data-science-ai-mcp meok.ai 🔌 Exposes ML/Data Science toolkit: feature importance ranking, model comparison, dataset 0 Cursor 1 83 tok
CSOAI-ORG/hash-utils-ai-mcp meok.ai 🔌 Exposes Hash Utils over MCP — automation tooling for hash utils. MIT. 0 Cursor 1 76 tok
CSOAI-ORG/hydration-reminder-ai-mcp meok.ai 🔌 Exposes Hydration tracking and reminders by MEOK AI Labs. 0 Cursor 1 83 tok
CSOAI-ORG/qr-code-ai-mcp meok.ai 🔌 Exposes QR code generator over MCP — URL, WiFi, vCard, calendar events. Custom styling, 0 Cursor 1 83 tok
CSOAI-ORG/uuid-ai-mcp meok.ai 🔌 Exposes UUID, ULID, and NanoID generation by MEOK AI Labs. 0 Cursor 1 90 tok
DrBaher/supstack-cli supstack.me Evidence-based supplement intelligence as a CLI and MCP server. A thin client over the pub 0 Claude Code 1 977 tok
CSOAI-ORG/geolocation-ai-mcp meok.ai MEOK AI Labs — IP geolocation, distance calculation, and coordinate operations. 0 Cursor 1 78 tok
TweedBeetle/dependency-fitness-mcp npm dependency-fitness verifier MCP — cross-validated deprecated/yanked/superseded + safe 0 Claude Code 2 862 tok
US1929/switchai switchai.it AI agent for Italian energy tariff comparison. Analyzes utility bills, compares 44+ offe 0 Claude Code 1 1,779 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
gregcastro23/alchm-agents-app 0 Claude Code, Gemini CLI 2 6,366 tok
javierfajardo85-rgb/aiaam-xyz aiaam.xyz MAI-1 protocol server — machine-readable AI tool catalog for autonomous agents. 100+ verif 0 Claude Code 1 —
krisdiallo/ecom-agent krisdiallo.github.io Does blocking GPTBot remove you from ChatGPT? No — OAI-SearchBot is the token that does. F 0 Claude Code 1 1,140 tok
mbrionesalvarez/caddie-mcp The AI caddie that has seen every shot you've hit — Garmin golf data MCP server for Claude 0 Claude Code 1 2,966 tok
kWAYTV/my-first-mcp My first MCP (Model Context Protocol) server 0 Claude Code, Codex 1 —
mikec-naitive/nAItive_Cloudflare_MCP MCP client repository for Cloudflare services integration with Cursor/GitHub - enables nat 0 Cursor 1 2,241 tok
turfptax/cortex-mcp Cortex - Wearable AI memory system. MCP server and CLI for Cortex Link (ESP32) and Cortex 0 Claude Code 1 —
henrysouchien/gsheets-mcp MCP server for Google Sheets operations 0 Claude Code 1 98 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