3,688 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| theriz78/eclectique-browser-mcp MCP server that turns any live URL into a multi-output design bundle: a11y tree, design to | 0 | Claude Code | 1 | 770 tok |
| Softalleys/softalleys-utilities-mcp A Model Context Protocol (MCP) server that provides utility tools for UUID generation, ULI | 0 | GitHub Copilot | 1 | 373 tok |
| SusuTawar/ragi local-first per project RAG implementation | 0 | Claude Code, Codex, OpenCode | 3 | 230 tok |
| andreidore/datadog-mcp Datadog MCP Server - Comprehensive monitoring and observability tools for Datadog via Mode | 0 | Claude Code | 1 | 1,686 tok |
| obrien-matthew/mcp-plex pypi.org MCP server for Plex -- media discovery, search, and library management for Claude and othe | 0 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| oscarzamora/onpe-mcp onpe.ozamora.com 🗳️ MCP server para consultas electorales Peru 2026 y 2021— lenguaje natural | 0 | GitHub Copilot | 1 | 899 tok |
| millsymills-com/gandi-mcp Python MCP server for the Gandi v5 API: domains, LiveDNS, email, billing, organizations, a | 0 | Claude Code | 1 | 2,635 tok |
| amcheste/overleaf-mcp amcheste.github.io Edit your Overleaf projects from Claude. Local, auditable, single-user by design. stdio fo | 0 | Claude Code | 1 | 492 tok |
| asgard-ai-platform/mcp-mayo pypi.org MCP Server for MAYO Apollo HRM — 33 AI-callable tools for people, attendance, and payroll | 0 | Claude Code | 1 | 685 tok |
| orjahren/nettskjema-mcp Model Context Protocol (MCP) for Nettskjema. | 0 | Claude Code | 1 | 338 tok |
| sandsaber/AgentSpawnMCP Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API form | 0 | Codex, OpenCode | 1 | 2,292 tok |
| LeonMare/vozclara vozclara.app Multilingual AI study tool. Paste any public video URL to get a structured Knowledge Pack | 0 | Claude Code | 1 | 3,555 tok |
| Jah-yee/diagrams-mcp-server microsoft.github.io MCP server for generating professional infrastructure diagrams using the Python diagrams D | 0 | Claude Code, Codex, OpenCode | 2 | 5,053 tok |
| harryhazza77/aws-safe-mcp Safe, read-only MCP server for AWS investigation by AI coding agents | 0 | Codex, OpenCode | 1 | 2,078 tok |
| nickshffer/graph-rag-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 2,966 tok |
| aliwatters/rod-mcp Model Context Protocol Server of Rod | 0 | Claude Code, GitHub Copilot | 2 | 820 tok |
| pushkarev-alexandr/cerebro-mcp MCP server for read-only access to Cerebro via LLM tools | 0 | Codex, OpenCode | 1 | 1,502 tok |
| chaitanya-jadhav11/notes-mcp Notes Model-Context-Protocol (MCP) | 0 | Claude Code | 1 | 593 tok |
| getledric/ledric getledric.com Self-hosted, MCP-native CMS. One Node process, one SQLite file, structured tools for agent | 0 | Claude Code | 1 | 4,235 tok |
| windboyk0/table-context-mcp An MCP server that converts Excel-based table definition documents into knowledge for LLMs | 0 | Claude Code | 1 | 2,547 tok |
| CodingWithCalvin/VSC-MCPServer marketplace.visualstudio.com A Visual Studio Code extension that exposes an MCP (Model Context Protocol) server, giving | 0 | Claude Code | 1 | 1,123 tok |
| luciVuc/shell-mcp lucivuc.github.io A production-ready MCP (Model Context Protocol) server that provides shell command executi | 0 | Claude Code | 1 | 1,484 tok |
| vaporif/mcp-server-qdrant Rust MCP server for Qdrant with local embeddings (Candle/ONNX) | 0 | Claude Code | 1 | 794 tok |
| criblio/ultra-confluence-mcp MCP server for Confluence Cloud - Full API access for AI models | 0 | Claude Code | 1 | 880 tok |
| compasify/redmine-mcp-server Model Context Protocol (MCP) server for Redmine that provides comprehensive access to the | 0 | Claude Code | 2 | 741 tok |
| DarkoKuzmanovic-archived/reddit-mcp quz.ma MCP server that lets LLMs fetch and read Reddit posts, comments, and subreddit listings — | 0 | Claude Code | 1 | 250 tok |
| obrien-matthew/mcp-spotify pypi.org MCP server for Spotify -- playlist building, playback control, and music discovery for Cla | 0 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| nikolasbarwicki/mcp-prompt-lab Prompt evaluation workbench as an MCP server — run evals, compare providers, and test as | 0 | Claude Code, Codex, OpenCode | 2 | 241 tok |
| RyanDam/EssentialMCP EssentialMCP for local LLM | 0 | Codex, OpenCode | 1 | 556 tok |
| Wint3rmute/redmine-mcp wint3rmute.github.io Model Context Protocol (MCP) Server for Redmine project management system | 0 | GitHub Copilot | 1 | 1,186 tok |
| XamuAvila/chrome-workflows Claude workflows for testing in claude chrome and improve testing with Playwright and Brow | 0 | Claude Code, Codex, OpenCode | 10 | 1,786 tok |
| vosesoftware/modelrisk-mcp An open Model Context Protocol server for Vose Software's ModelRisk Excel add-in. | 0 | Claude Code | 1 | 1,077 tok |
| Veedubin/Super-Memory-TS TypeScript implementation of Super-Memory MCP server with local embeddings and vector sear | 0 | Codex, OpenCode | 1 | 1,852 tok |
| BumpyClock/file-tools-mcp MCP server providing file tools for LLMs and coding agents to quickly get project context | 0 | Claude Code | 1 | 996 tok |
| klx1204/SiliconFlow-Vision-MCP | 0 | Codex | 1 | — |
| Oryntai/AgentLink Encrypted peer-to-peer conversation bridge for local Codex and Claude agents — no model AP | 0 | Codex, OpenCode | 1 | 1,278 tok |
| cyberbird2048/gbrainmcp-clean Privacy-cleaned GBrain MCP - Personal knowledge brain with hybrid RAG search | 0 | Codex, OpenCode | 1 | 1,416 tok |
| subtype-space/subspace-trmnl subtype.space (Formally known as subspace-api) - subspace-trmnl is the service that runs all subspace's | 0 | Claude Code | 1 | 1,437 tok |
| SuppleAardvark/jira-mcp-server An MCP (Model Context Protocol) server that provides Claude with tools to interact with JI | 0 | Claude Code | 1 | 495 tok |
| maithanhduyan/pg-mcp Postgres - Model Context Protocol | 0 | GitHub Copilot | 1 | 1,096 tok |
| Suyash2013/codebase-rag-mcp A Claude Code MCP plugin that provides token-efficient semantic codebase search. Instead o | 0 | Claude Code | 1 | 731 tok |
| ramoniglesias98/schema-sentinel Read-only MCP server that hands an AI agent a Postgres schema, its ERD, missing indexes, c | 0 | Claude Code | 1 | 1,576 tok |
| niels-emmer/dendrite-admin-mcp MCP server exposing Dendrite's admin API (users, rooms, registration tokens, server notice | 0 | Claude Code | 1 | 1,470 tok |
| LionelHao/prompthub-mcp MCP server for PromptHub — publish and fetch prompts from Claude Code / Codex. | 0 | Codex, OpenCode | 1 | 422 tok |
| tksfjt1024/gemini-cli-mcp-slim A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible via extra_args pa | 0 | Claude Code, Codex, OpenCode | 2 | 1,292 tok |
| arithmetic-zz/bring-mcp-server Bring! MCP server exposing shopping list tools for Claude Desktop and other MCP clients. | 0 | Claude Code | 1 | 1,119 tok |
| pedroknigge/Open-Neural-Substrate localhost A persistent local knowledge graph that acts as a second brain. Store, search, and connect | 0 | Claude Code | 1 | 2,228 tok |
| woolkingx/mcp-arango-mind Schema-driven ArangoDB MCP server with OpenAPI search/exec, AQL templates, and knowledge-a | 0 | Claude Code | 1 | 1,202 tok |
| QWED-AI/qwed-mcp docs.qwedai.com Deterministic verification gateway for MCP — risk-gated Python execution in a restricted e | 0 | GitHub Copilot | 1 | 146 tok |
| sheikhBasit/log-mcp-server Log analysis MCP server — tail, search, and summarize logs from files and Docker container | 0 | Codex, OpenCode | 1 | 234 tok |