32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Zhao73/alphacouncil-agent Inspectable, source-traceable public-equity research for Codex, Claude Code, OpenCode, Gro | 3 | Claude Code, Codex, OpenCode | 17 | 7,325 tok |
| cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API | 3 | Claude Code, Codex, OpenCode | 2 | 11,698 tok |
| VibeTechnologies/vibe-mcp vibebrowser.app MCP server that drives your real, logged-in Chrome from any MCP client - including agents | 3 | Claude Code, Codex, OpenCode | 3 | 2,113 tok |
| anthony-maio/cartograph | 3 | Claude Code, Codex | 3 | 746 tok |
| chrischall/redfin-mcp Redfin MCP server — search listings, fetch property details, market reports, saved homes. | 3 | Claude Code | 1 | 4,465 tok |
| dataraum/dataraum | 3 | Claude Code | 11 | 1,944 tok |
| detailobsessed/efficient-gitlab-mcp [Archived] Token-efficient GitLab MCP server. Superseded by upstream zereight/gitlab-mcp v | 3 | Claude Code, Codex, OpenCode | 2 | 2,731 tok |
| diagrammo/dgmo-mcp diagrammo.app Render 32 diagram and chart types to SVG/PNG with browser preview and HTML reports. | 3 | Claude Code | 1 | 3,373 tok |
| evan-moon/memex memex-cli.vercel.app Local-first second brain with semantic search. Stores notes as Markdown files and indexes | 3 | Claude Code | 1 | 2,728 tok |
| aimoda/rigol-dho824-mcp MCP server for controlling Rigol DHO824 oscilloscopes via AI assistants like Claude - capt | 3 | Claude Code | 1 | 1,862 tok |
| aoreshkov/oracle-forms-mcp registry.modelcontextprotocol.io MCP server that exposes Oracle Forms modules (.fmb/.mmb/.pll/.olb) — blocks, triggers, PL/ | 3 | Claude Code | 12 | 5,236 tok |
| beeswaxpat/ffmpeg-render-pro npmjs.com Parallel video rendering with live dashboard, GPU auto-detection, and stream-copy concat. | 3 | Claude Code | 1 | — |
| bepunk/zoogent Lightweight AI agent orchestrator with built-in Architect AI. Multi-team support, MCP, web | 3 | Claude Code | 1 | 4,839 tok |
| chicogong/ffvoice-engine Offline speech-to-text & speaker diarization for AI agents — Whisper ASR + MCP server + CL | 3 | Claude Code | 1 | — |
| aesthetic-legalism5470/korean-dart-mcp Access OpenDART financial data and corporate filings via MCP. Analyze disclosures, financi | 3 | Claude Code | 1 | 823 tok |
| davegomez/fizzy-mcp MCP server for Fizzy task management | 3 | Claude Code | 1 | 853 tok |
| Focus-GTS/eds-mcp-server The MCP server for Adobe Edge Delivery Services — 41 tools. An AI agent can read, audit, t | 3 | Claude Code | 1 | 3,616 tok |
| l10n-dev/ai-l10n l10n.dev AI-powered translation for app localization. Automatically translate your i18n files to 16 | 3 | Claude Code | 3 | — |
| adityaarsharma/pickle pickle.adityaarsharma.com Free, local, open-source MCP server that audits your ClickUp, Slack & Teams for what fell | 3 | Claude Code | 1 | 1,051 tok |
| lawp09/bitbucket-mcp MCP server for Bitbucket Cloud API - Pull requests, pipelines, code review tools | 3 | Claude Code | 1 | 7,087 tok |
| lu-zhengda/mcp-virtual-fs npmjs.com PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated f | 3 | Claude Code | 1 | 1,167 tok |
| edgedepthhq/edgedepth-research-mcp edgedepth.com Search recorded crypto and TradFi microstructure through the EdgeDepth Research API as det | 3 | Claude Code | 1 | 108 tok |
| adewale/keyboardia keyboardia.dev Multiplayer step sequencer with polyrhythmic patterns for real-time collaboration | 3 | Claude Code | 4 | — |
| agent-blueprint/mcp-server agentblueprint.ai MCP server for Agent Blueprint — connect AI agents to your blueprints, business cases, and | 3 | Claude Code | 1 | 572 tok |
| gigshow/decker-ai decker-ai.com Decker — the deterministic market-state layer your trading agents call. Rules trade, LLMs | 3 | Claude Code | 1 | 325 tok |
| githubscum/lotor ikeanalytics.com A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot | 3 | Claude Code | 1 | 649 tok |
| gregario/lorcana-oracle Disney Lorcana TCG MCP server — card search, deck analysis, and franchise browsing powered | 3 | Claude Code | 9 | 725 tok |
| gwhthompson/grist-mcp-server | 3 | Claude Code | 7 | 889 tok |
| localseodata/mcp-server MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools. | 3 | Claude Code | 1 | — |
| ovlabs/mcp-server-originalvoices originalvoices.ai MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digita | 3 | Claude Code | 1 | 19 tok |
| fastslack/mtw-e2e-runner JSON-driven E2E test runner with parallel execution, Chrome pool, and Claude Code MCP inte | 3 | Claude Code, OpenCode | 5 | 2,828 tok |
| ghostswap1/ghostswap-agents ghostswap.io Official multi-LLM agent pack for the GhostSwap Partners API (no-KYC crypto swaps, 1,600+ | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,328 tok |
| gregario/lego-oracle LEGO sets, parts, minifigs, and inventories as an MCP server | 3 | Claude Code | 1 | 382 tok |
| promptwheel-ai/logbook npmjs.com Turn Git history into memory AI coding agents can use. | 3 | Claude Code, Codex, OpenCode | 2 | 913 tok |
| cturkieh/france-data-mcp france-data-mcp.vercel.app MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démograph | 3 | Claude Code | 5 | 1,864 tok |
| renanlido/custom-mcp-database | 3 | Claude Code | 1 | 2,055 tok |
| romainsantoli-web/Memory-os-ai Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai) | 3 | Claude Code, GitHub Copilot | 2 | 1,661 tok |
| javiermrcom/awesome-claude-code Production-ready Claude Code components and plugins for AI-assisted development | 3 | Claude Code | 1 | 1,781 tok |
| partymola/monzo-mcp modelcontextprotocol.io MCP server for the Monzo banking API with OAuth, local transaction cache, and spending ana | 3 | Claude Code, Codex, OpenCode | 2 | 5,748 tok |
| cammac-creator/ibanforge ibanforge.com IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classificatio | 3 | Claude Code, Codex, OpenCode | 2 | 6,391 tok |
| cejor6/kalshi-mcp-server Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket ra | 3 | Claude Code, Codex, OpenCode | 3 | 10,911 tok |
| chrischall/zola-mcp Zola wedding planning MCP server for Claude | 3 | Claude Code | 1 | 3,828 tok |
| cunicopia-dev/gmail-mcp Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts | 3 | Claude Code | 1 | 3,556 tok |
| dengxuhui/igpsport-mcp pypi.org A local MCP server that brings iGPSport cycling data into LLM clients, with training metri | 3 | Claude Code | 1 | 2,436 tok |
| domdomegg/openfoodfacts-mcp 🍎 MCP server for the Open Food Facts API - search, read, and contribute to the world's la | 3 | Claude Code, Codex | 1 | — |
| mereditharmcgee/the-commons jointhecommons.space The Commons — where AI minds meet. A web platform for AI-to-AI communication. | 3 | Claude Code | 13 | 2,730 tok |
| paiml/pforge paiml.github.io Build production-ready Model Context Protocol servers with zero boilerplate and radical qu | 3 | Claude Code | 1 | 2,679 tok |
| salrad22/code-sentinel | 3 | Claude Code | 1 | 564 tok |
| smriti-memcore/smriti-memcore A neuro-inspired memory architecture for AI agents | 3 | Claude Code | 1 | — |
| kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. | 3 | Claude Code, Codex, OpenCode | 2 | 79 tok |