43,652 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| davegomez/fizzy-mcp MCP server for Fizzy task management | 3 | Claude Code | 1 | 853 tok |
| Focus-GTS/eds-mcp-server The MCP server for Adobe Edge Delivery Services — 41 tools. An AI agent can read, audit, t | 3 | Claude Code | 1 | 3,616 tok |
| jack1590/RokuMCP Roku MCP Server -- A Model Context Protocol (MCP) server that enables LLM-driven automatio | 3 | Codex, OpenCode | 1 | 2,494 tok |
| l10n-dev/ai-l10n l10n.dev AI-powered translation for app localization. Automatically translate your i18n files to 16 | 3 | Claude Code | 3 | — |
| adityaarsharma/pickle pickle.adityaarsharma.com Free, local, open-source MCP server that audits your ClickUp, Slack & Teams for what fell | 3 | Claude Code | 1 | 1,051 tok |
| lawp09/bitbucket-mcp MCP server for Bitbucket Cloud API - Pull requests, pipelines, code review tools | 3 | Claude Code | 1 | 7,087 tok |
| lu-zhengda/mcp-virtual-fs npmjs.com PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated f | 3 | Claude Code | 1 | 1,167 tok |
| lucasmella-stack/misMEM | 3 | GitHub Copilot | 1 | 1,119 tok |
| edgedepthhq/edgedepth-research-mcp edgedepth.com Search recorded crypto and TradFi microstructure through the EdgeDepth Research API as det | 3 | Claude Code | 1 | 108 tok |
| adewale/keyboardia keyboardia.dev Multiplayer step sequencer with polyrhythmic patterns for real-time collaboration | 3 | Claude Code | 4 | — |
| agent-blueprint/mcp-server agentblueprint.ai MCP server for Agent Blueprint — connect AI agents to your blueprints, business cases, and | 3 | Claude Code | 1 | 572 tok |
| gigshow/decker-ai decker-ai.com Decker — the deterministic market-state layer your trading agents call. Rules trade, LLMs | 3 | Claude Code | 1 | 325 tok |
| githubscum/lotor ikeanalytics.com A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot | 3 | Claude Code | 1 | 649 tok |
| hampsterx/codex-mcp-bridge MCP server bridging Codex CLI to Claude Code, Cursor - (native) review, queries, and searc | 3 | Codex, OpenCode | 1 | 3,443 tok |
| kensaurus/mushi-mushi kensaur.us 🦖Know why your AI-built app broke — plain-English diagnosis + ready fix, in your editor. | 3 | Codex, Cursor, OpenCode | 7 | 13,150 tok |
| getDynamoi/mcp dynamoi.com Promote music on Spotify and grow YouTube channels through AI-powered Meta and Google ad c | 3 | Codex, OpenCode | 1 | 79 tok |
| manavaga/web3-signals-mcp Multi-agent crypto signal fusion for AI agents. 20 assets · 5 data dimensions · IC-learned | 3 | Codex, OpenCode | 1 | 1,217 tok |
| gregario/lorcana-oracle Disney Lorcana TCG MCP server — card search, deck analysis, and franchise browsing powered | 3 | Claude Code | 9 | 725 tok |
| gwhthompson/grist-mcp-server | 3 | Claude Code | 7 | 889 tok |
| localseodata/mcp-server MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools. | 3 | Claude Code | 1 | — |
| ampres-ai/talamus ampres-ai.github.io Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and an | 3 | Codex | 1 | — |
| ovlabs/mcp-server-originalvoices originalvoices.ai MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digita | 3 | Claude Code | 1 | 19 tok |
| edithatogo/mchs edithatogo.github.io Software tools for IHACPA National Weighted Activity Unit microcosting and health-service | 3 | Codex, OpenCode | 1 | 86 tok |
| fastslack/mtw-e2e-runner JSON-driven E2E test runner with parallel execution, Chrome pool, and Claude Code MCP inte | 3 | Claude Code, OpenCode | 5 | 2,828 tok |
| ghostswap1/ghostswap-agents ghostswap.io Official multi-LLM agent pack for the GhostSwap Partners API (no-KYC crypto swaps, 1,600+ | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,328 tok |
| gregario/lego-oracle LEGO sets, parts, minifigs, and inventories as an MCP server | 3 | Claude Code | 1 | 382 tok |
| gulmezeren2-byte/ihalent Turkish public-tender award intelligence: who won, for how much, at what discount, against | 3 | GitHub Copilot | 1 | 806 tok |
| promptwheel-ai/logbook npmjs.com Turn Git history into memory AI coding agents can use. | 3 | Claude Code, Codex, OpenCode | 2 | 913 tok |
| cturkieh/france-data-mcp france-data-mcp.vercel.app MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démograph | 3 | Claude Code | 5 | 1,864 tok |
| josesepulvedapino/zahori npmjs.com Find the media stream behind any web page: browser-driven HLS/DASH/MP4 resolution with lea | 3 | Codex, OpenCode | 1 | 421 tok |
| renanlido/custom-mcp-database | 3 | Claude Code | 1 | 2,055 tok |
| romainsantoli-web/Memory-os-ai Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai) | 3 | Claude Code, GitHub Copilot | 2 | 1,661 tok |
| javiermrcom/awesome-claude-code Production-ready Claude Code components and plugins for AI-assisted development | 3 | Claude Code | 1 | 1,781 tok |
| partymola/monzo-mcp modelcontextprotocol.io MCP server for the Monzo banking API with OAuth, local transaction cache, and spending ana | 3 | Claude Code, Codex, OpenCode | 2 | 5,748 tok |
| rcsb/rcsb-mcp MCP server for RCSB PDB APIs | 3 | Codex, OpenCode | 1 | 1,495 tok |
| cammac-creator/ibanforge ibanforge.com IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classificatio | 3 | Claude Code, Codex, OpenCode | 2 | 6,391 tok |
| cejor6/kalshi-mcp-server Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket ra | 3 | Claude Code, Codex, OpenCode | 3 | 10,911 tok |
| chrischall/zola-mcp Zola wedding planning MCP server for Claude | 3 | Claude Code | 1 | 3,828 tok |
| cunicopia-dev/gmail-mcp Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts | 3 | Claude Code | 1 | 3,556 tok |
| dengxuhui/igpsport-mcp pypi.org A local MCP server that brings iGPSport cycling data into LLM clients, with training metri | 3 | Claude Code | 1 | 2,436 tok |
| domdomegg/openfoodfacts-mcp 🍎 MCP server for the Open Food Facts API - search, read, and contribute to the world's la | 3 | Claude Code, Codex | 1 | — |
| mereditharmcgee/the-commons jointhecommons.space The Commons — where AI minds meet. A web platform for AI-to-AI communication. | 3 | Claude Code | 13 | 2,730 tok |
| paiml/pforge paiml.github.io Build production-ready Model Context Protocol servers with zero boilerplate and radical qu | 3 | Claude Code | 1 | 2,679 tok |
| salrad22/code-sentinel | 3 | Claude Code | 1 | 564 tok |
| smriti-memcore/smriti-memcore A neuro-inspired memory architecture for AI agents | 3 | Claude Code | 1 | — |
| kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. | 3 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| theYahia/mindbox-mcp npmjs.com MCP server for Mindbox — CDP, customer profiles, segmentation (Russia) | 3 | Claude Code | 1 | — |
| txn2/mcp-datahub mcp-datahub.txn2.com A DataHub MCP Server and composable Go library for building custom MCP servers that integr | 3 | Claude Code | 1 | 3,327 tok |
| vish288/mcp-atlassian-extended pypi.org MCP server for Jira & Confluence — 23 tools, 15 resources, 5 prompts. Sprints, agile board | 3 | Codex, Gemini CLI, OpenCode | 2 | 2,383 tok |
| kiransth77/aionmcp Autonomous Go MCP Server - Dynamic API specification importer with self-learning capabilit | 3 | GitHub Copilot | 1 | 1,381 tok |