Data and AI

1,803 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 agents7,450Claude Code6,586Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
starloghq/index starlog.dev Vet a package before your AI coding agent uses it — authoritative facts (CVEs, license, ma 9 Codex, GitHub Copilot, OpenCode 2 172 tok
rexleimo/LoopForge os.rexai.top Open-source Agent OS in Rust for long-running autonomous workflows: memory, tool sandboxin 9 Codex, OpenCode 1 453 tok
tago-io/mcp-server tago.io @tago-io/mcp-server | Model Context Protocol integration for TagoIO Platform 9 Claude Code, Codex, OpenCode 2 3,456 tok
asya-ai/asya-chat-ui Better, open-source, LLM wrapper (user management, text processing, file processing, image 9 Codex, OpenCode 1 565 tok
notnotype/llmlint Lint and polish LLM-generated Chinese text: locate AI writing tells with rules, fix them w 9 Claude Code, Codex, OpenCode 2 4,736 tok
bncc-dev/bncc-pacotes bncc.dev Pacotes bncc (npm/PyPI) e servidor MCP: o dataset bncc-dados consumível em uma linha 9 Codex, OpenCode 1 1,032 tok
mikeparcewski/wicked-garden wg.wickedagile.com THE skill catalog for coding agents — curated multi-domain toolkit (QE, memory/search, gov 9 Claude Code, Codex, OpenCode 3 196 tok
WazzaMo/vecfs A local MCP server that provides a vector file store to give AI agents a long-term memory. 9 Codex, OpenCode 1 555 tok
rryan/tiddly-mcp Model Context Protocol (MCP) server for TiddlyWiki - enables AI agents to interact with yo 9 Codex, OpenCode 1 119 tok
davidmosiah/wellness-nourish wellness.delx.ai Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal loggi 9 Codex, OpenCode 1 173 tok
HieuAnh87/sentry-selfhosted-mcp hieuanh87.github.io MCP server for self-hosted Sentry: issues, events, releases, users, org stats, and project 9 Claude Code, Codex, OpenCode 2 623 tok
PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email 8 Claude Code, Codex, OpenCode 2 1,373 tok
deanpeters/ai-product-operating-model-skills Evidence-based skills for designing and improving AI product operating models 8 Codex, OpenCode 1 6,987 tok
Avierovich/openpitch avierovich.github.io Open, real-time, fully-sourced intelligence on AI startups — MCP-native, zero-cost. A free 8 Claude Code, Codex, OpenCode 3 4,511 tok
adulari/forge forge.adulari.dev Fast, model-agnostic AI coding harness and CLI in Rust — routes every task to the optimal 8 Codex, OpenCode 1 998 tok
eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a 8 Claude Code, Codex, OpenCode 2 47 tok
dorukardahan/twitterapi-io-mcp npmjs.com TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI a 8 Claude Code, Codex, OpenCode 2 1,138 tok
TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
jmpijll/fortimanager-code-mode-mcp MCP server for FortiManager using the Code Mode pattern — 2 tools (search + execute) with 8 Codex, OpenCode 1 1,698 tok
click6067-ship-it/fitllm-engine fitllm.run Will this LLM fit your GPU or Mac? npx fitllm — accurate memory math for MLA/sliding-windo 8 Codex, OpenCode 1 749 tok
timstewart-dynatrace/Best-Practice-Notebooks ** not officially supported by Dynatrace ** these notebooks were sourced from official doc 8 Codex, OpenCode 1 1,807 tok
elhamid/llm-council LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, an 8 Claude Code, Codex, OpenCode 2 2,683 tok
SylphxAI/filesystem-mcp npmjs.com ARCHIVED non-primary. Prefer Citra/Iris/Cue/Prism/Spine/Lookout. 8 Codex, OpenCode 1 455 tok
Vvlladd/AppStoreConnectMCP 8 Claude Code, Codex, OpenCode 4 1,461 tok
ayhammouda/python-docs-mcp-server Read-only MCP server for official Python docs: local index, no API keys, exact symbol look 8 Claude Code, Codex, OpenCode 2 1,053 tok
speakeasy-api/docs-mcp speakeasy.com Offline-first, performant MCP server for your docs 8 Claude Code, Codex, OpenCode 2 3,134 tok
Detective-XH/DocGraph Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLit 8 Codex, OpenCode 1 1,698 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 1,172 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
shipstatic/mcp mcp.shipstatic.com MCP server for instant static site deploys from AI agents — free, no account needed 7 Claude Code, Codex, OpenCode 2 9,954 tok
H-Ali13381/tier-1-2-3-skill-system Tier 1/2/3 system for designing agent skills. 7 Codex, OpenCode 1 195 tok
Marsmanleo/MarsNMe marsnme.com Agent-agnostic AI memory MCP — never forget a conversation again 7 Codex, OpenCode 1 532 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 7 Codex, OpenCode 1 374 tok
yumeiriowl/repo-graphrag-mcp An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph fro 7 Codex, OpenCode 1 1,315 tok
eugeneyvt/logseq-mcp-server npmjs.com Model Context Protocol server for Logseq knowledge base integration with AI assistants 7 Claude Code, Codex, Cursor, OpenCode 3 5,695 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
luccapinto/agentic-data-kit The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, sk 7 Codex, GitHub Copilot, OpenCode 2 1,188 tok
layer1labs/specsmith specsmith.readthedocs.io Lean governance for AI-assisted development: requirements tracking, test enforcement, epis 7 Claude Code, Codex, OpenCode 37 883 tok
KUP-IP/the-bridge kup.solutions Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and 7 Claude Code, Codex, OpenCode 2 7,290 tok
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 7 Codex, OpenCode 1 3,282 tok
markpasternak/canvas-drop canvas-drop.com Turn web artifacts into tools your team can use. Publish from files or an AI agent, contro 7 Claude Code, Codex, OpenCode 2 4,518 tok
magiclane/magiclane-mcp-server developer.magiclane.com A Model Context Protocol (MCP) server enabling AI agents with Magic Lane's location search 7 Claude Code, Codex, OpenCode 2 6,103 tok
nitish-raj/searxng-mcp-bridge npmjs.com Model-Context Protocol server that acts as a bridge to a SearxNG instance 7 Codex, OpenCode 1 917 tok
DanWahlin/ai-repo-adventures danwahlin.github.io A fun, Model Context Protocol (MCP) server and/or HTML generator that transforms code repo 7 Codex, OpenCode 1 3,282 tok
hydrosquall/vega-mcp-server Custom interactive charts in LLM conversations using MCP Apps 7 Codex, OpenCode 1 160 tok
TAKEOFF69/codex-skills-kit Task-typed prompt-engineering Agent Skills for OpenAI Codex. 7 Codex, OpenCode 1 714 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,743 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 7 Claude Code, Codex, OpenCode 2 2,834 tok
lidless-labs/proxmox-mcp lidless.dev Point an agent at your homelab and it can nuke a VM. proxmox-mcp gates every write before 7 Codex, OpenCode 1 1,236 tok
Coding-Dev-Tools/click-to-mcp coding-dev-tools.github.io Wrap any Click or Typer CLI as an MCP server for AI agent integration 7 Codex, OpenCode 1 646 tok