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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731
All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Edu963/ocultar An enterprise-grade Zero-Egress AI Gateway and PII Redaction Engine. Securely sanitizes se | 0 | Claude Code | 3 | 2,935 tok |
| DaJo-Code/midnight-nextjs-mcp npmjs.com Midnight MCP server giving AI assistants access to Midnight blockchain — search contracts, | 0 | Claude Code | 2 | 1,804 tok |
| GhostlyGawd/codeweb ghostlygawd.github.io Your agents break less code and burn fewer tokens — deterministic call/import graph + 27 M | 0 | Claude Code | 4 | 226 tok |
| velesan/mcp-server | 0 | Claude Code | 1 | 2,205 tok |
| Gomess8/API | 0 | Claude Code | 1 | 930 tok |
| HarleyCoops/WorkspaceAlberta warreandvavasour.com CanadaBuys connector for small business and enterprise. The world might be going to war bu | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,565 tok |
| Hashi-Kazu/ai-test-process-mcp AI-assisted test process MCP server (Phase 1: ISO/IEC/IEEE 29119-3 test plan draft generat | 0 | Claude Code, Codex, OpenCode | 5 | 1,360 tok |
| HelgDemidov/refigure Converters where figures survive. DOCX/XLSX to Markdown via native OOXML chart data: real | 0 | Claude Code | 4 | — |
| HiroyukiFuruno/katana-markdown-linter A fast, markdownlint-compatible Markdown linter library written in Rust. Provides programm | 0 | Claude Code, Codex, OpenCode | 5 | 91 tok |
| HrishiKabra/voting-mcp MCP server exposing principled social-choice aggregation rules + a benchmark measuring the | 0 | Claude Code | 1 | 2,115 tok |
| HypnoLabs-io/agentchurch-mcp MCP server for Agent Church - spiritual services for AI agents | 0 | Claude Code | 1 | 2,253 tok |
| Jack-mi/vibelawyer | 0 | Claude Code | 1 | 617 tok |
| Jarvis-27/mcp-db-agent | 0 | Claude Code, Codex, OpenCode | 2 | 5,029 tok |
| Jhackman2019/codebase-context-mcp Claude Codebase Context | 0 | Claude Code | 1 | 1,253 tok |
| Jmeg8r/mcp-astgl-knowledge MCP server for searching and citing ASTGL articles about MCP servers, local AI, and AI aut | 0 | Claude Code | 4 | 12,215 tok |
| JonJam/accuweather-mcp MCP server providing weather tools with data sourced from AccuWeather. | 0 | Claude Code, Codex, OpenCode | 2 | 1,108 tok |
| Kind-ling/twig Twig — MCP tool description optimizer. Agents choose you or they dont. Twig makes them cho | 0 | Claude Code | 9 | 2,064 tok |
| Kinnectd/a2me-mcp-server | 0 | Claude Code, GitHub Copilot | 2 | 867 tok |
| KmOnBeIbI31/verifactu-mcp Servidor MCP para integrar VeriFactu (AEAT) con Claude Code y Cursor. Permite generar, enc | 0 | Claude Code | 1 | 1,565 tok |
| LanceRoylo/neverranked AI-native SEO & AEO agency. Marketing site, audit methodology, and the first proof-of-prac | 0 | Claude Code | 1 | 1,329 tok |
| LembaGang/headless-oracle-v5 Ed25519-signed market status oracle for RWA liquidation bots. Prevents bad debt by cryptog | 0 | Claude Code, Codex, OpenCode | 3 | 14,872 tok |
| MCP-Hive/mcp-hive-proxy MCP-Hive Proxy is an MCP Server entry-point which acts as a gateway to Paid MCP servers in | 0 | Claude Code | 1 | 6 tok |
| MGM-FALCON/quelllm-mcp quelllm.fr MCP server for quelllm.fr — 250+ open-weights LLM catalog. Tools: list/compare/estimate VR | 0 | Claude Code | 1 | 289 tok |
| Mahesvannan/tx402 Give it a transaction ID, get back a sentence a human can read — plus clean structured fie | 0 | Claude Code | 2 | 3,162 tok |
| MinaProtocol/mina-mcp-server MCP (Model Context Protocol) server for Mina Protocol — query accounts, blocks, zkApps, tr | 0 | Claude Code | 1 | — |
| MintwareDevelopers/Mintware-Beta mintware-beta.vercel.app MintWare’s attribution engine for tracking on-chain activity—swaps, bridges, referrals, an | 0 | Claude Code, Codex, Gemini CLI | 8 | 2,048 tok |
| Modellix/modellix-agent-canvas Modellix Agent Canvas | 0 | Claude Code | 3 | — |
| MongLong0214/stock-ai-newsletter stockmatrix.co.kr Newsletter service that emails daily AI stock analyses | 0 | Claude Code, Codex | 3 | — |
| NANDI-Services/proxmox-mcp mcp-marketplace.io Open source MCP server for Proxmox VE. Automate, monitor, and operate clusters, VMs, and c | 0 | Claude Code, Codex, OpenCode | 2 | 5,229 tok |
| NanaGyamfiPrempeh30/k8s-troubleshoot-mcp | 0 | Claude Code | 1 | 1,230 tok |
| NeousAxis/ai-visionary ai-visionary-tau.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 11,277 tok |
| NeuralNexusNote/n3mcmcp-lite N3MC-MCPServer Lite | 0 | Claude Code | 1 | — |
| NexQL-OSS/mcp nexql-mcp.astrx.dev NexQL MCP server for AI sapiens and AI agents to safely read and understand your data mode | 0 | Claude Code, Codex | 4 | 923 tok |
| Nuruvala/grok-build-to-claude npmjs.com MCP stdio server exposing the Grok Build CLI as tools for Claude Code, Cursor, and any oth | 0 | Claude Code | 1 | 10,886 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| Rajveerx11/gfi-scout MCP for Finding Good First Issues for open-source contributions | 0 | Claude Code | 1 | 1,712 tok |
| Ric-Lavers/electron.dance electron-weld.vercel.app | 0 | Claude Code | 1 | — |
| Richard-Ewing/servers modelcontextprotocol.io Model Context Protocol Servers | 0 | Claude Code | 1 | 953 tok |
| RichardLemmon/AgentTeam A reusable AI software development team built on MCP. 13 specialized agents collaborate th | 0 | Claude Code | 1 | 241 tok |
| RooneyTech/dendro-react dendroreact.com React/React Native codebase analysis for AI agents — 36 free MCP tools, local-only | 0 | Claude Code | 1 | 897 tok |
| RubenGlez/devicecloud-mcp npmjs.com MCP server that exposes DeviceCloud as tools for MCP-aware assistants — list uploads, chec | 0 | Claude Code, Codex, OpenCode | 2 | 1,007 tok |
| SBolivarLoL/clover-mcp-server My MCP server implementation for clover | 0 | Claude Code | 1 | 1,921 tok |
| STR-Consulting/mcp Pacer MCP server | 0 | Claude Code | 3 | 2,533 tok |
| Saidiibrahim/search-papers search-papers.com Empower your agents to search, analyse, and explore academic papers from arXiv autonomouly | 0 | Claude Code | 5 | 960 tok |
| SamYatesSmith/Tru8 trueight.com Evidence research infrastructure. Decomposes claims, retrieves source-traced evidence from | 0 | Claude Code | 9 | — |
| hadriangateway/platter Your computer served on a platter. Read, Write, Edit, Bash, Glob, and Grep as an MCP serve | 0 | Claude Code | 1 | 645 tok |
| SharpLu/ko-mcp Connect any AI agent to 120M+ source-traced SEC filings — MCP server, Python/TypeScript SD | 0 | Claude Code, Codex, OpenCode | 3 | 4,477 tok |
| globalion/browser-mcp browser.regiq.in Hosted Chrome as an MCP skill. Navigate/click/type/snapshot for any agent. Encrypted crede | 0 | Claude Code | 1 | 523 tok |
| globalion/cron-mcp Cron-as-a-service MCP. Schedule any prompt on any cron expression; when it fires we POST t | 0 | Claude Code | 1 | 733 tok |
| globalion/docs-mcp Drop any Word/Excel/PDF/PowerPoint into a vector RAG store. Vision extraction, page citati | 0 | Claude Code | 1 | 922 tok |