31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| FokkeZB/mcp-simulator Agent with MCP server that pretends to be connected to anything that could be connected to | 0 | Claude Code | 1 | 1,954 tok |
| ftaricano/mcp-server-trello Professional MCP server and CLI for Trello boards, cards, checklists, and workspaces. | 0 | Claude Code, Codex, OpenCode | 2 | 1,166 tok |
| positonic/ftc-platform-mcp | 0 | Claude Code | 1 | 1,476 tok |
| drmaxbdc/productboard-mcp MCP server for Productboard API — hybrid V1+V2, 29 tools including fulltext search, note r | 0 | Claude Code | 2 | 3,899 tok |
| kevinkiklee/gemini-nano-banana-mcp Global MCP server for image generation and editing using Google Gemini Nano Banana models | 0 | Claude Code | 1 | 922 tok |
| Prathmeshkunturwar/Context_Mcp | 0 | Claude Code | 1 | 1,629 tok |
| radish2951/linear-lite-mcp A lightweight Linear MCP server | 0 | Claude Code | 1 | 69 tok |
| Luzgan/codemap-3d 3D code structure visualizer with blast radius analysis — CLI + MCP server powered by tree | 0 | Claude Code | 1 | 2,252 tok |
| isucorp-taimiralain/linkedin-mcp-server LinkedIn MCP Server — post, share articles, and manage LinkedIn profile through Claude via | 0 | Claude Code | 1 | 507 tok |
| ForgeSynapse/mcp-toolkit-v1 This is toolkit for mcp | 0 | Claude Code | 1 | 553 tok |
| ihwooMil/long-term-memory pypi.org Intelligent memory MCP server for AI assistants — auto-save, semantic search, RL-powered r | 0 | Claude Code | 6 | 127 tok |
| jonjoe/mcp-state-bridge MCP server + client SDK for bridging Zustand stores over WebSocket | 0 | Claude Code | 1 | 862 tok |
| nnaveenraju/smara-mcp Smara: Sovereign Universal Memory MCP | 0 | Claude Code | 1 | 2,281 tok |
| Mingwei2/mcp-data-explore Local MCP server with three tools for CSV exploration, data cleaning, and statistical test | 0 | Claude Code | 1 | 860 tok |
| adamdavis99/ilovepdf-mcp MCP server for our favourite iLovePDF api tools | 0 | Claude Code | 1 | 650 tok |
| 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 |
| 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 |
| 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 |
| 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 |