3,691 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 |
|---|---|---|---|---|
| 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 | 753 tok |
| grafana/grafana-ui-mcp-server An mcp server to allow LLMS gain context about grafana-ui component structure, usage and | 9 | Claude Code | 1 | 34 tok |
| bacoco/prompt-plus-plus-mcp | 9 | Claude Code | 1 | 1,910 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 |
| E-Conners-Lab/NetworkOps_Platform AI-powered network automation via Netbox and Model Context Protocol (MCP). 178 tools for m | 9 | Claude Code | 1 | 1,284 tok |
| rryan/tiddly-mcp Model Context Protocol (MCP) server for TiddlyWiki - enables AI agents to interact with yo | 9 | Codex, OpenCode | 1 | 119 tok |
| hiveforge-sh/hivemind hiveforge.io An MCP (Model Context Protocol) server for Obsidian worldbuilding vaults that provides AI | 9 | GitHub Copilot | 1 | 2,081 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 |
| eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a | 9 | 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 | 9 | Claude Code, Codex, OpenCode | 2 | 1,138 tok |
| XAGI-Lab/melra xagilab.com The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An | 9 | Claude Code | 1 | 3,354 tok |
| cristianoaredes/mcp-dadosbr 🤖 Model Context Protocol (MCP) server for Brazilian public data lookup - Company (CNPJ) a | 9 | Claude Code, GitHub Copilot | 2 | 3,843 tok |
| malkreide/swisstopo-mcp MCP server for Swiss federal geodata (Swisstopo APIs) — 13 tools for geocoding, height, ST | 9 | Claude Code | 3 | 5,638 tok |
| Peaky8linders/specter-oss EU AI Act compliance toolkit — ontology, taxonomy, LLM-as-Judge, grounded Q&A. Python libr | 9 | Claude Code | 1 | 2,314 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 |
| Digilac/simap-mcp npmjs.com An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public | 8 | Claude Code | 1 | 2,031 tok |
| Dakera-AI/dakera-mcp dakera.ai Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ ava | 8 | Claude Code | 2 | 248 tok |
| Adit-999/gitlab-mcp A MCP (Model Context Protocol) server for interacting with GitLab API. | 8 | GitHub Copilot | 1 | 903 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 |
| gondola-ai/gondola-mcp Cash-vs-award travel search MCP — hotels, flights, and rental cars across every major loya | 8 | Gemini CLI | 1 | 284 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 |
| ctoth/mcp_server_code_extractor 🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract fun | 8 | Claude Code | 1 | 1,215 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 |
| user-hash/Lifeblood Compiler truth in, AI context out. Open semantic glue between language intelligence and AI | 8 | Claude Code | 1 | 2,325 tok |
| UserB1ank/interactive-process-mcp Give AI Agents Interactive Terminal Capabilities[now been moved to termcp] | 8 | Claude Code | 1 | 597 tok |
| uburuntu/vas3k-mcp vas3k-mcp.rmbk.me Plug vas3k.club into your AI — search members, cite posts, pull links right in chat. Remot | 8 | Claude Code | 1 | 2,525 tok |
| malkreide/zurich-opendata-mcp stadt-zuerich.ch MCP Server für Open Data der Stadt Zürich – 23 Tools für CKAN, Geodaten, Gemeinderat, Stad | 8 | Claude Code | 3 | 6,391 tok |
| spideynolove/sequential-thinking-mcp-v2 Sequential Thinking MCP server follows First principle thinking framework | 8 | Claude Code | 1 | 700 tok |
| keithyt06/quick-dingtalk-mcp User-identity DingTalk MCP server. Wraps the official dws CLI to expose your real DingTalk | 8 | Claude Code | 1 | 1,491 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 |
| hugooc/OpenKP openkp.org Patient-directed MCP bridge between Claude and Kaiser Permanente's patient portal. | 8 | Claude Code | 1 | 3,300 tok |
| Cbrown35/20i-MCP 20i.com 🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. | 8 | Claude Code | 1 | 1,564 tok |
| kabirnarang39/wardline kabirnarang39.github.io Open source control-plane proxy for AI agents: identity, policy, budget, audit for MCP and | 8 | Claude Code | 1 | 1,372 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 |
| whitesmell/karpathy-skills Behavioral guidelines to reduce common LLM coding mistakes — Think Before ▎ Coding, Simp | 8 | Claude Code | 1 | 9 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 |
| pab1it0/polymarket-mcp A Model Context Protocol (MCP) server for Polymarket's Gamma Markets API. | 8 | Claude Code | 1 | 516 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 |
| Code-Hex/light-research-mcp A lightweight MCP server for LLM orchestration with DuckDuckGo/GitHub Code search and cont | 8 | Claude Code | 1 | 1,082 tok |
| druce/MCP Experiments with Model Context Protocol | 8 | Claude Code | 1 | 1,412 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 |
| mehmetbaykar/swift-poe-search-mcp A Swift MCP (Model Context Protocol) server providing AI-powered search and research tools | 8 | Claude Code | 1 | 1,069 tok |
| fkesheh/mcp-agent-server An innovative Model Context Protocol hub that seamlessly connects your client with intelli | 8 | Claude Code | 1 | 248 tok |
| DorukYelken/Model-Database-Protocol Model Database Protocol — intent-based, secure database access for LLMs with schema valida | 8 | Claude Code | 1 | 1,564 tok |
| tostechbr/memoryClaw Universal Memory & Context Engine (MCP Server) to give Long-Term Memory to AI Agents. | 8 | Claude Code | 10 | 6,485 tok |
| brian-ln/clipboard-mcp MacOS Clipboard access via Model Context Protocol | 8 | Claude Code | 1 | 259 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 |