2,303 projects whose own agent configuration covers languages. 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 Code6,606Data and AI3,688Backend and APIs3,494Planning3,209Git 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 |
|---|---|---|---|---|
| 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 |
| 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 |
| iflow-mcp/subspace-lab-matlab-mcp-server Matlab MCP Server in python | 0 | Claude Code | 1 | — |
| kwrkb/worklog-mcp Work log MCP server for AI assistants — saved and searchable in Markdown | 0 | Claude Code | 1 | 1,076 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 |
| clikader/bitbucket-python-mcp BitBucket MCP server implemented in Python for managing repos, PRs and more | 0 | Claude Code | 1 | 1,198 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 |
| CobaltBlue3699/mysql-mcp-server | 0 | Claude Code, Codex, Gemini CLI | 7 | 1,125 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 |
| elchika-inc/ts-review-graph TypeScript dependency graph for Claude Code — minimize context reads via MCP | 0 | Claude Code, Codex | 1 | 1,927 tok |
| sacahan/YTSearch Zero-cost YouTube video search API with MCP (Model Context Protocol) support for AI assist | 0 | Claude Code, GitHub Copilot | 17 | 10,256 tok |
| Aswin922/banking-mcp-server An MCP server that exposes retail banking operations as AI-accessible tools. Allows AI ass | 0 | Claude Code | 1 | 1,785 tok |
| pedroct/fastapi-llm-toolkit Toolkit de apoio à LLM no desenvolvimento com FastAPI. Monorepo com três consumidores sobr | 0 | Claude Code, GitHub Copilot | 2 | 7,250 tok |
| surajinacademia/cellpose_mcp MCP tools for Cellpose and napari integration | 0 | Claude Code | 1 | 678 tok |
| coding-with-abbi/sap-sales-order-mcp Production-ready MCP server for SAP S/4HANA Sales Order Management. Sandbox-first, offline | 0 | Claude Code | 1 | 457 tok |
| rohitcube/mcp-server-python-msn02eki Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| amigo-ai/forge-mcp docs.amigo.ai Experimental MCP server prototype for Amigo Agent Forge workflows | 0 | Claude Code, Codex, OpenCode | 2 | 290 tok |
| ericmanyc/tenantcloud-client-ts Unofficial TypeScript client + MCP server for TenantCloud (rental property management) | 0 | Claude Code | 1 | 96 tok |
| apet97/clockify-python Complete async Clockify Python SDK with a structurally read-only MCP server | 0 | Claude Code, Codex, OpenCode | 2 | 5,858 tok |
| SolvingLab/OmniWeave A high-performance, polyglot code-analysis graph for coding agents — cross-language, cross | 0 | Claude Code, Codex, OpenCode | 5 | 14,225 tok |
| CyperNexus/blockbench-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 2,984 tok |
| jaccoklouwer/ast-indexer MCP Server for indexing Git repositories using AST parsing | 0 | Claude Code, GitHub Copilot | 2 | 1,579 tok |
| Para-FR/satelia-mcp-starter Base de depart pour creer un serveur MCP (Model Context Protocol) et y ajouter ses outils. | 0 | Claude Code | 1 | 630 tok |
| shinypebble/openai-ads-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 15 tok |
| DevelopmentAgentSDD/MCP-JiraCloud | 0 | Claude Code, Codex, OpenCode | 15 | 504 tok |
| abap0917/abap-mcp-adt-main abap-mcp-adt-main | 0 | Claude Code | 1 | 1,203 tok |
| truongvanhaoem-0111/mcp-server-python-msx1l7h1 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| tetracoralla/armorial tetracoralla.github.io Policy-bound IconPark selection for humans and AI agents. | 0 | Claude Code, Codex, OpenCode | 2 | 525 tok |
| maxwellaguiarsilva/project-mcp-tools | 0 | Claude Code, Codex, OpenCode | 2 | 163 tok |
| schrojf/laravel-simple-rag Laravel Knowledge Provider — a Laravel application that serves as an MCP server and a web- | 0 | Claude Code, Codex, Gemini CLI | 5 | 5,648 tok |
| brandon-fryslie/electric-cherry Electron debugging MCP server for renderer (CDP) and main process (V8 Inspector) | 0 | Claude Code | 1 | 130 tok |
| Danksai/mcp-server-python-mqngetev Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| ambo-sk/mcp-google-ads Google Ads MCP server on Cloudflare Workers — API v25, 46 tools, TypeScript | 0 | Claude Code | 1 | 952 tok |
| mareurs/researcher Fast AI research agent in Rust — local GPU or OpenAI, MCP server included | 0 | Claude Code | 1 | 4,383 tok |
| engineering-with-ai/python-mcp-server Domain-powered MCP server — RAG/Graph | 0 | Claude Code | 1 | 2,126 tok |
| Sub-lime-time/mcp-obsidian MCP Server developed in Python | 0 | Claude Code | 1 | 717 tok |
| ftaricano/mcp-notion Notion MCP Server for knowledge management and content organization | 0 | Claude Code | 1 | 4,145 tok |
| bypixels/SEO-MCP-PRO Es un servidor MCP integral desarrollado con TypeScript en modo estricto. Conecta a Claude | 0 | Claude Code | 1 | 1,527 tok |
| elvatis/elvatis-mcp MCP server for OpenClaw - expose smart home, memory, and automation tools to Claude Deskto | 0 | Claude Code | 6 | 1,963 tok |
| beauchompers/dns-mcp-server A Python MCP server providing comprehensive DNS lookup capabilities. | 0 | Claude Code | 1 | 528 tok |
| gabrielemidulla/argo-didup-mcp MCP server per il registro elettronico Argo (ScuolaNext) | 0 | Claude Code, Codex | 6 | — |
| jagadeesh52423/ConfluenceMcp MCP server with 84 tools for Jira, Confluence, and Bitbucket Cloud -- full CRUD, smart tra | 0 | Claude Code | 1 | 737 tok |
| arclabs-studio/ARCLinearGitHub-MCP MCP Server that integrates Linear (issues) and GitHub (repos) for Claude Desktop/Code, enf | 0 | Claude Code | 1 | 1,790 tok |
| pouriamrt/svgwriter-mcp An MCP server that wraps the svgwrite Python library, enabling LLM agents to create, compo | 0 | Claude Code | 1 | 773 tok |
| kthy/felt-mcp MCP server for agents working with Felt.com | 0 | Claude Code, Codex, OpenCode | 2 | 999 tok |
| nakanoasaservice/freee-remote-mcp Freee remote MCP server running on Cloudflare Workers | 0 | Claude Code, Codex, OpenCode | 2 | 325 tok |
| Suryakanta26/mcp-server-python-mt9e4j8z Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| seeincodes/skyfi-mcp npmjs.com Remote MCP server for SkyFi satellite imagery platform — search, price, order, and monitor | 0 | Claude Code, Codex | 1 | — |
| jenreh/appkit-bpmn-server MCP Server to generate and edit BPMN processes | 0 | Claude Code, Codex, GitHub Copilot | 5 | 12,610 tok |