43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| frozo-ai/frozo-tradingview-mcp | 0 | Claude Code | 33 | 2,742 tok |
| chi-feng/atotw-mcp | 0 | Claude Code | 1 | 824 tok |
| yusakuvol/betting-method-mcp | 0 | Claude Code, GitHub Copilot, Cursor | 4 | 5,194 tok |
| sinmb79/22B-Interior-Planning-Master-MCP 22B-Interior-Planning-Master-MCP — Let's create interior design estimates and bird's-eye v | 0 | Codex, OpenCode | 1 | 1,422 tok |
| Safefy-Pay/safefy-mcp | 0 | Claude Code, Codex | 1 | — |
| rafaelsztutman/dtc-mcp | 0 | Claude Code | 2 | 1,686 tok |
| prachikaag/mcp_social_posts | 0 | Claude Code | 10 | 2,416 tok |
| Knuckles-Team/nextcloud-agent Nextcloud Agent for Nextcloud MCP Server | 0 | Claude Code, Codex, OpenCode | 2 | 4,042 tok |
| fgouzi/mcp-i14y MCP server for the Swiss I14Y Interoperability Platform | 0 | Claude Code | 1 | 1,373 tok |
| dustinspace217/mcp-memory-server Knowledge-graph-based persistent memory MCP server. Forked from @modelcontextprotocol/serv | 0 | Claude Code | 1 | 19,841 tok |
| mhlavac/loewen-menu-mcp MCP server for Löwen Menü IBS5 school-lunch ordering system | 0 | Claude Code | 1 | 2,881 tok |
| san2uu/Zero-MCP MCP server for Zero CRM integration with Claude Desktop | 0 | Claude Code | 1 | 1,716 tok |
| georg-nikola/repo-intelligence-mcp MCP server that exposes structured, read-only repository intelligence to LLMs — tree, lang | 0 | Claude Code | 1 | 662 tok |
| shooebill/unified-mcp A wrapper MCP server that bundles OpenMemory and Cipher | 0 | Claude Code, Codex, OpenCode | 5 | 459 tok |
| saturnino-adrales/mysql-mcp | 0 | Claude Code | 1 | 815 tok |
| junlyang/telegram-mcp | 0 | Claude Code | 1 | — |
| VitalyOstanin/mongodb-mcp MCP server for MongoDB: queries, aggregations, schema analysis, streaming export, read-onl | 0 | Claude Code, Codex, OpenCode | 2 | 4,037 tok |
| McCullonas/mcp-wikivoyage MCP server for Wikivoyage travel guides and destination information | 0 | Claude Code | 1 | 723 tok |
| Ramsi-K/discord-mcp MCP-compliant Discord server for AI automation. Integrates tool registry, SQLite persist | 0 | Claude Code | 1 | 1,102 tok |
| aurynsinclair/organon-create-image MCP server for image generation using Gemini on Vertex AI | 0 | Claude Code | 3 | 1,277 tok |
| MRKT365-India/boilerforge cometforge.com MCP-powered boilerplate registry for AI coding agents | 0 | Claude Code | 1 | 218 tok |
| fe-m-bueno/mcp-me Personal MCP server — TypeScript over stdio, exposes CV and projects as LLM tools | 0 | Claude Code | 1 | 814 tok |
| manuelsiuro/mcp-android-server-python MCP server for Android device automation with scenario recording and Espresso test generat | 0 | Claude Code | 4 | 9,974 tok |
| mstuart/graphql-agent-toolkit npmjs.com Turn any GraphQL API into AI-agent-ready tools — MCP servers, LangChain tools, and standal | 0 | Codex, OpenCode | 1 | 1,125 tok |
| peopleforrester/mcp-k8s-observability-argocd-server Safety-first ArgoCD MCP server with progressive disclosure, multi-cluster intelligence, an | 0 | Claude Code, Codex, OpenCode | 2 | 368 tok |
| Zdendys79/mcp-server-syncthing MCP server for Syncthing REST API control | 0 | Claude Code | 1 | 1,216 tok |
| muradiants/google-ads-mcp MCP server for managing Google Ads campaigns via Claude | 0 | Claude Code | 1 | 537 tok |
| grantdehoog/penn-course-mcp | 0 | Claude Code | 1 | — |
| krisrowe/dotfiles-manager CLI and MCP server for managing dotfiles using a bare git repo backed by GitHub | 0 | Claude Code | 1 | 46 tok |
| Czaruno/tui-canvas Framework-agnostic interactive terminal canvases for AI coding assistants (MCP-enabled). | 0 | Codex, OpenCode | 5 | 1,741 tok |
| amslimaa/databricks-mcp Model context protocol of Databricks API | 0 | Codex, OpenCode | 1 | 1,722 tok |
| ccoodduu/studieplus-mcp | 0 | Claude Code | 1 | 1,446 tok |
| kevinten-ai/mcp-media-toolkit MCP server for image processing — background removal, stock media search, resize, format c | 0 | Claude Code | 1 | 415 tok |
| sebastienheyd/clickup-mcp Clickup MCP for AI assistants | 0 | Claude Code | 1 | 734 tok |
| freddy24-7/MCP-Spotify | 0 | Claude Code | 1 | 1,013 tok |
| david3xu/azure-dev-server ca-dev-server.blackrock-ecaa139a.australiaeast.azurecontainerapps.io Remote MCP server — cloud-hosted Desktop Commander for Claude Desktop on Azure Container A | 0 | Claude Code, Codex, OpenCode | 2 | 1,753 tok |
| sorakiu/elementor-cli CLI and MCP server for Elementor page data | 0 | Claude Code | 8 | — |
| MarioAderman/ai-portfolio-server Dual-protocol AI portfolio — MCP server + A2A agent for potential clients | 0 | Claude Code | 1 | 243 tok |
| jdlongmire/ThinxAI-Canvas-MCP MCP server for rendering hierarchical canvas diagrams as PNGs (forked from bobbyhiddn/Canv | 0 | Claude Code | 1 | 718 tok |
| 2022f-mulbscs-100-del/first-mcp-server | 0 | Codex, OpenCode | 1 | 293 tok |
| chittyos/chittymcp Multi-Tenant Model Context Protocol Server - Enterprise-grade MCP with OAuth, rate limitin | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,187 tok |
| ScottPierce/mcp-bun-fetch An MCP replacement for Claude's WebFetch that will get blocked less. | 0 | Claude Code | 1 | 770 tok |
| GleidsonFerSanP/mcp-ai-prompts-management | 0 | Claude Code, Codex, OpenCode | 2 | 2,409 tok |
| 84emllc/mcp-server-asana MCP server for Asana - task, project, and workspace management via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 1,452 tok |
| mainpart/confluence-mcp | 0 | Claude Code | 1 | 1,994 tok |
| lapin7771n/wallet-budgetbakers-mcp Read-only MCP server for accessing Wallet by BudgetBakers financial data | 0 | Claude Code | 1 | 560 tok |
| NimbleBrainInc/mcp-registry-tools Search and resolve MCP server packages from the mpak registry | 0 | Claude Code | 1 | 166 tok |
| ldastey-dev/devin-mcp | 0 | GitHub Copilot | 1 | 595 tok |
| gahoccode/vnprices-mcp | 0 | Claude Code | 1 | 3,077 tok |
| wiggitywhitney/mcp-hello-world | 0 | Claude Code | 9 | 61 tok |