24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| BlueWaterCorp/RiskModels_API riskmodels-api.vercel.app | 0 | Claude Code, Codex, Cursor, OpenCode | 8 | 5,728 tok |
| AshwanthramKL/whoop-mcp Read-only WHOOP v2 API access for MCP clients — direct OAuth, local SQLite cache, CSV/JSON | 0 | Codex, OpenCode | 1 | 2,576 tok |
| Async23/chrome-devtools-mcp npmjs.org Chrome DevTools for coding agents | 0 | Codex, OpenCode | 1 | 206 tok |
| BreezeDelegate/wisp-mcp Connect AI assistants to WISP game panels for server status, files, console, power, backup | 0 | Codex, OpenCode | 1 | 296 tok |
| brendanlefebvre/spud-coach Deterministic Brotato theorycrafter you chat with — an MCP server. Facts + math, no baked- | 0 | Claude Code, Codex, OpenCode | 2 | 870 tok |
| CSOAI-ORG/csoai-static-deploy2 🧱 Builds the registry and Worker source behind the GSPC measurement axes — frozen benchma | 0 | Codex, OpenCode | 1 | 11,471 tok |
| CseperkePapp/design-constraint-validator Constraint validation engine for design tokens with mathematical rigor Visibility: ✅ Publi | 0 | Claude Code, Codex, OpenCode | 3 | 1,349 tok |
| CynaCons/powerplan MCP server that makes PLAN.md the operational backbone of agentic development | 0 | Claude Code, Codex, OpenCode | 3 | 231 tok |
| CynaCons/PowerScroll cynacons.github.io Local-first visual notebook in one editable HTML file — for you and your AI agents. | 0 | Claude Code, Codex, OpenCode | 3 | 2,164 tok |
| DennisPrediger/SLAC-MCP MCP Server to expose evaluation Tools to LLM and AI Agents using a Simple Logic & Arithmet | 0 | Codex, OpenCode | 1 | 435 tok |
| Developyn/laver-mcp laver.app MCP server for Laver (laver.app) — kanban boards, tickets and a team wiki your AI agents c | 0 | Claude Code, Codex, OpenCode | 2 | 577 tok |
| DocMinus/DecimerMCPServer | 0 | Codex, OpenCode | 1 | 257 tok |
| DrBaher/contract-ops-mcp One MCP server for the whole contract-ops CLI suite — connect once, drive all nine local-f | 0 | Codex, OpenCode | 1 | 814 tok |
| DrBaher/sign-cli cli.drbaher.com Agent-first e-signature CLI. Fully-offline PAdES signer (PKCS#7) — no signup — or hosted p | 0 | Codex, OpenCode | 1 | 1,179 tok |
| Dswane/Sports-Context-Protocol | 0 | Codex, OpenCode | 1 | 460 tok |
| Fauxetine/t1-t2-protocol registry.modelcontextprotocol.io MCP server for heterogeneous AI validation — T1 structured reasoning, T2 cross-model evalu | 0 | Codex, OpenCode | 1 | 453 tok |
| FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite | 0 | Claude Code, Codex, OpenCode | 1 | 6,372 tok |
| Ecocitizenz/ecz-id-mcp-verifier developers.ecocitizenz.com Resolver-posture checks for MCP hosts, agents, CLI and CI. Local-first, read-only and priv | 0 | Codex, OpenCode | 1 | 856 tok |
| GSterlingPress/once-api Reliable execution and outcome verification for AI agent actions | 0 | Codex, OpenCode | 1 | 341 tok |
| GSterlingPress/preflight-api Routing intelligence for AI agents before they visit a URL | 0 | Codex, OpenCode | 1 | 224 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 |
| HiroyukiFuruno/katana-markdown-linter A fast, markdownlint-compatible Markdown linter library written in Rust. Provides programm | 0 | Claude Code, Codex, OpenCode | 5 | 91 tok |
| Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,168 tok |
| qso-graph/ionis-mcp qso-graph.io MCP server for IONIS-AI HF propagation analytics: 175M signatures from WSPR, RBN, contests | 0 | Claude Code, Codex, OpenCode | 2 | 584 tok |
| Ilya-a-sergeyev-ger/krauncher Krauncher client package | 0 | Codex, OpenCode | 1 | 8,409 tok |
| JCrossman/can-fed-camp-mcp Local MCP server for accessible Parks Canada search and citizen-controlled booking prepara | 0 | Codex, OpenCode | 1 | 358 tok |
| Jarvis-27/mcp-db-agent | 0 | Claude Code, Codex, OpenCode | 2 | 5,029 tok |
| JonJam/accuweather-mcp MCP server providing weather tools with data sourced from AccuWeather. | 0 | Claude Code, Codex, OpenCode | 2 | 1,108 tok |
| Kaydeep0/eigenstate-research geniusflow-federation.vercel.app Evidence-backed claims about real-world entities — inspect, re-fetch sources, package, cit | 0 | Codex, OpenCode | 1 | 1,340 tok |
| Koala-Studios/newton-browser | 0 | Codex, OpenCode | 1 | 935 tok |
| Kosta1985/notary-protocol Open verification and evidence protocol for AI-agent transactions. | 0 | Codex, OpenCode | 1 | 1,237 tok |
| Kosta1985/relaymarket Agent-to-agent marketplace with MCP/A2A discovery, evidence-backed trust, and a 1% platfor | 0 | Codex, OpenCode | 1 | 855 tok |
| KozakHou/project-bourne Universal experiment provenance and reproducibility for science and engineering. | 0 | Codex, OpenCode | 1 | 3,694 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 | 16,220 tok |
| Luckycat133/traecnclaw-mcp-skill Public TRAECNclaw MCP Agent Skill and installable server package bundle. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 9 | 634 tok |
| Marysbrain/x402-gateway-mcp | 0 | Codex, OpenCode | 1 | 152 tok |
| MaxMLang/cxg-census-mcp MCP server for CZ CELLxGENE Discover Census. Single-cell RNA-seq queries, ontology-aware ( | 0 | Codex, OpenCode | 1 | 1,128 tok |
| 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 | 2,126 tok |
| Misterio070/scanpay repository-nil-camcorder-divx.trycloudflare.com Deterministic code security scanner with x402 v2 micropayments. Scans Python and JS/TS for | 0 | Codex, OpenCode | 1 | 739 tok |
| Malnati/vaults-diagram-tools malnati.github.io Mermaid to assets. Source code to maps. MCP for agents. | 0 | Codex, OpenCode | 1 | 1,130 tok |
| MongLong0214/stock-ai-newsletter stockmatrix.co.kr Newsletter service that emails daily AI stock analyses | 0 | Claude Code, Codex | 3 | — |
| NeousAxis/ai-visionary ai-visionary-tau.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 11,277 tok |
| 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 |
| O-mega-Enterprise/founden-mcp Founden MCP server. Build your company over chat with one API key, no browser required. Wo | 0 | Codex, OpenCode | 1 | 561 tok |
| O-mega-Enterprise/suprsonic-mcp suprsonic.ai Suprsonic MCP server. Gives any AI agent dozens of capabilities through one connection. | 0 | Codex, OpenCode | 1 | 1,370 tok |
| Orphograph/Orphograph orphograph.com Empirical notary: hash locally, OpenTimestamps, Bitcoin-anchored receipts. MCP server + CL | 0 | Codex, OpenCode | 1 | 318 tok |
| tenpace-app/review-router-setup review-router.tenpace.com Set up GitHub-to-Slack PR routing from a workflow or MCP client, with human-confirmed acce | 0 | Codex, OpenCode | 1 | 367 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| RightOnPar-LLC/mesh-connector market.meshtool.ai Connect any MCP client to the MeshTool platform + MeshMarket exchange in 30 seconds — agen | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,616 tok |