23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| segentic-lab/codelens-mcp ⚠️ Superseded by lens-mcp (github.com/segentic-lab/lens-mcp) — merged into one server that | 1 | Claude Code, Codex, OpenCode | 2 | 2,422 tok |
| smarterweather/developer Smarter Weather developer platform: REST + MCP weather APIs for agents and apps. | 1 | Codex, Cursor, OpenCode | 2 | 1,399 tok |
| snooptsz/dant3-mcp | 1 | Codex, OpenCode | 1 | 1,042 tok |
| sebastienrousseau/camt-exceptions XSD-valid ISO 20022 Exceptions & Investigations (E&I) generation -- camt.056 FI-to-FI Paym | 1 | Codex, OpenCode | 1 | 673 tok |
| sebastienrousseau/iso20022-bank-profile-mcp sebastienrousseau.github.io Local MCP server that manages, validates, and serves bank-specific ISO 20022 clearing prof | 1 | Codex, OpenCode | 1 | 681 tok |
| sebastienrousseau/noyalib-mcp docs.rs Model Context Protocol server exposing noyalib's lossless YAML editing to AI agents - Clau | 1 | Codex, OpenCode | 1 | 640 tok |
| sebastienrousseau/structured-address-fix-mcp sebastienrousseau.github.io MCP server exposing the structured-address-fix ISO 20022 address-remediation library as ag | 1 | Codex, OpenCode | 1 | 804 tok |
| sebastienrousseau/acmt001-mcp acmt001.com Generate & validate ISO 20022 acmt.001 account management messages from Claude Desktop, Cu | 1 | Codex, OpenCode | 1 | 656 tok |
| sebastienrousseau/ap2-iso20022 Bridge AP2 / x402 agent-payment mandates into wire-valid ISO 20022 pain.001 / pacs.008 rec | 1 | Codex, OpenCode | 1 | 662 tok |
| sebastienrousseau/corral doc.corrallib.com Clone and organise repositories from GitHub, GitLab, Gitea, Forgejo, Codeberg and Bitbucke | 1 | Codex, OpenCode | 1 | 1,221 tok |
| sebastienrousseau/iso20022-mcp Unified MCP gateway for ISO 20022: one meta-tool surface (search/describe/validate/generat | 1 | Codex, OpenCode | 1 | 927 tok |
| sebastienrousseau/iso20022-readiness-suite-mcp sebastienrousseau.github.io Orchestration MCP server for ISO 20022 readiness scoring, remediation, and bank-response s | 1 | Codex, OpenCode | 1 | 679 tok |
| sebastienrousseau/pacs008-mcp Generate, validate, parse & audit ISO 20022 pacs.008 FI-to-FI Customer Credit Transfer mes | 1 | Codex, OpenCode | 1 | 611 tok |
| sebastienrousseau/reconcile-mcp MCP server: reconcile ISO 20022 camt.053 statements against expected pain.001 payments -- | 1 | Codex, OpenCode | 1 | 713 tok |
| FlashAlpha-lab/flashalpha-mcp MCP server for real-time options analytics — gamma exposure (GEX), dealer positioning, vol | 1 | Codex, OpenCode | 1 | 3,397 tok |
| symbo-ls/symbols-mcp MCP server for Symbols/DOMQL v3 — documentation search and framework reference | 1 | Claude Code, Codex, OpenCode | 2 | 1,969 tok |
| syuaibsyuaib/ssyubix-pixelart-mcp | 1 | Codex, OpenCode | 1 | 2,171 tok |
| verygoodplugins/mcp-pirsch A Model Context Protocol (MCP) server for Pirsch Analytics, enabling natural language anal | 1 | Claude Code, Codex, OpenCode | 2 | 252 tok |
| toolwright-adk/toolwright-monorepo | 1 | Codex, OpenCode | 1 | 1,222 tok |
| usemycontext/claude-code-plugin usemycontext.ai UseMyContext plugin for Claude Code - your personal context layer for AI, read over MCP in | 1 | Claude Code, Codex, OpenCode | 1 | 814 tok |
| genyk1p/learning-hub-mcp MCP server for student learning workflow — grades, homework, bonus tasks, and game time re | 1 | Codex, OpenCode | 1 | 317 tok |
| tsilva/mcp-openrouter pypi.org 🚀 One MCP server for OpenRouter models 🚀 | 1 | Claude Code, Codex, OpenCode | 2 | 575 tok |
| wearehoust/front-mcp Secure MCP server for Front.com: search conversations, manage contacts, send messages, aut | 1 | Claude Code, Codex, OpenCode | 2 | 2,125 tok |
| wesseltl/pdf-mcp wesseltl.github.io MCP server that lets AI agents extract text and tables from PDFs: invoices, reports, state | 1 | Codex, OpenCode | 1 | 720 tok |
| victorlane/Flyan Unofficial Python SDK and MCP server for Ryanair flight search. | 1 | Codex, OpenCode | 1 | 1,898 tok |
| x51xxx/kimi-mcp-server MCP server bridging Claude Code / Cursor / any MCP client to Moonshot AI's Kimi Code CLI. | 1 | Claude Code, Codex, OpenCode | 2 | 1,628 tok |
| studiomeyer-io/mcp-academy matthiasmeyer.tech MCP server for StudioMeyer Academy — next lesson, quiz, review, certificates, tutor. | 1 | Codex, OpenCode | 1 | 784 tok |
| thetangstr/clockchain-developer-tools mcp.clockchain.network Hosted MCP server for Clockchain — consensus time, notarization & agent-attested receipts. | 1 | Codex, OpenCode | 1 | 730 tok |
| ymuichiro/yahoo-shopping-mcp non-official-yahoo-shopping-mcp.notelligent.app Remote MCP server for Yahoo Shopping searches | 1 | Codex, OpenCode | 1 | 1,712 tok |
| ysydhc/team_memory A team experience database based on the MCP protocol. Automatically extracts, stores, and | 1 | Claude Code, Codex, Cursor, OpenCode | 4 | 3,701 tok |
| zoster81/scripthold Secure encoding-aware local workspace runtime for AI agents. Code from the web. Work local | 1 | Codex, OpenCode | 1 | 3,012 tok |
| stunt-double/stuntdouble-mcp stuntdouble.io MCP and plugins for Stunt Double | 1 | Claude Code, Codex, OpenCode | 3 | 208 tok |
| sylin-org/ghostlight sylin.org Give compatible AI agents a visible workspace in the Chromium browser you already use. Loc | 1 | Claude Code, Codex, OpenCode | 2 | 4,812 tok |
| cm2489/oravan oravan.org Free, nonpartisan, bilingual tool to find your members of Congress, understand active bill | 1 | Claude Code, Codex, OpenCode | 2 | 5,679 tok |
| gaffer-sh/mcp gaffer.sh Gaffer MCP for storing and retrieving Test and CI Artifacts | 1 | Codex, OpenCode | 1 | 615 tok |
| magnusquest/startgg-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 4,990 tok |
| anhmtk/agentshare-mcp agentshare.dev Curated MCP registry (editor-reviewed) plus AgentShare own MCP: dual-auth, 12 tools. Comme | 1 | Codex, OpenCode | 1 | 2,850 tok |
| mahAnuj/mcp-multi-db Read-only MCP server for PostgreSQL, MySQL and SQLite, enforced at SQL and database level, | 1 | Claude Code, Codex, OpenCode | 2 | 1,938 tok |
| felippeyann/agentfi agentfi-admin.vercel.app | 1 | Claude Code, Codex, OpenCode | 3 | 178 tok |
| amenti-labs/opendivination Open-source tarot and I Ching SDK with auditable entropy sources, QRNG support, and an age | 1 | Codex, OpenCode | 1 | 600 tok |
| wei9072/aegis | 1 | Codex, OpenCode | 1 | 2,698 tok |
| GeiserX/cc-aws-keepalive Keep Claude Code sessions alive through AWS credential expiry | 1 | Claude Code, Codex, OpenCode | 4 | 2,448 tok |
| 0xtrou/gumpbox-extensions | 1 | Codex, OpenCode | 1 | 5,209 tok |
| gustavofsousa/calibre-mcp Local MCP server to manage a Calibre ebook library from an LLM host: fast read-only SQLite | 1 | Claude Code, Codex, OpenCode | 2 | 194 tok |
| WaromiV/openscad-ai-cs C# Openscad MCP | 1 | Codex, OpenCode | 1 | 984 tok |
| bajor/gmail-mcp-send-to-list-only send to list only gmail MCP for VPS | 1 | Codex, OpenCode | 1 | 130 tok |
| Danejw/connect-server MCP server to connect users | 1 | Codex, OpenCode | 1 | 329 tok |
| shieldspprt/solhunt-recovery solhunt.dev SolHunt — Recover forgotten SOL from your wallet. Clean NFTs, sweep dust, and reclaim rent | 1 | Claude Code, Codex, OpenCode | 2 | 1,806 tok |
| Eason-Gao3/google-trends-mcp Google Trends MCP (Model Context Protocol) server for AI workflow integration | 1 | Claude Code, Codex, OpenCode | 2 | 3,133 tok |
| robcsaszar/frontend-kit Claude Code skills for SvelteKit, canvas, drag-and-drop, and SVG animation | 1 | Codex, OpenCode | 1 | 917 tok |