2,460 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 agents7,473Claude Code6,589Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| XAGI-Lab/melra xagilab.com The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An | 8 | Claude Code | 1 | 3,354 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 |
| cristianoaredes/mcp-dadosbr 🤖 Model Context Protocol (MCP) server for Brazilian public data lookup - Company (CNPJ) a | 8 | Claude Code, GitHub Copilot | 2 | 3,843 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 |
| 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 |
| whitesmell/karpathy-skills Behavioral guidelines to reduce common LLM coding mistakes — Think Before ▎ Coding, Simp | 8 | Claude Code | 1 | 9 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 |
| 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 |
| yiouli/pixie-qa Agent skill for AI agent development | 8 | Claude Code, GitHub Copilot | 2 | 7,490 tok |
| speakeasy-api/docs-mcp speakeasy.com Offline-first, performant MCP server for your docs | 8 | Claude Code, Codex, OpenCode | 2 | 3,134 tok |
| cocaxcode/api-testing-mcp npmjs.com The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenA | 8 | Claude Code | 1 | 959 tok |
| teskor-hub/minimax-h3-skill A Claude Code skill for MiniMax H3 — the open-weight omni-modal video model. Prompt framew | 8 | Claude Code | 1 | 2,497 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 |
| noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. | 8 | Claude Code | 1 | 103 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 |
| ChristopherDavenport/unblink Pure-Go browser for AI: fetch pages, optionally render JS (no Chromium), get clean token-b | 7 | Claude Code | 1 | 5,821 tok |
| AceDataCloud/NanoBananaMCP platform.acedata.cloud MCP server for Nano Banana AI image generation and editing via Ace Data Cloud. | 7 | Claude Code, GitHub Copilot | 2 | 814 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 |
| cafferychen777/gmail-mcp cafferychen777.github.io Gmail automation via a Chrome extension + Model Context Protocol (MCP). Control Gmail from | 7 | Claude Code | 1 | 3,600 tok |
| ilia3546/swift-argument-parser-mcp A Swift library that turns any ArgumentParser CLI into an MCP server, letting AI agents c | 7 | Claude Code | 1 | 1,268 tok |
| ksaitor/teamcp teamcp.ai Self-hostable MCP gateway with per-member AI tool access control. | 7 | Claude Code | 1 | 1,768 tok |
| os-tack/fcp-midi MCP server for semantic MIDI music composition | 7 | Claude Code | 1 | 457 tok |
| kanetran29/uigraph npmjs.com Your app generates its own verified UI transition graph — screens as nodes, guarded (event | 7 | Claude Code | 1 | 36 tok |
| timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills | 7 | Claude Code | 1 | 211 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 |
| layer1labs/specsmith specsmith.readthedocs.io Lean governance for AI-assisted development: requirements tracking, test enforcement, epis | 7 | Claude Code, Codex, OpenCode | 37 | 883 tok |