2,355 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
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 |
| 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 |
| 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 |
| 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 | 1,195 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| shemreader/mcp-server-datahub docs.datahub.com The official Model Context Protocol (MCP) server for DataHub (https://datahub.com) | 0 | Claude Code | 2 | 563 tok |
| matanSht/WebControl Headless browser automation service for LLM agents — REST API + MCP server | 0 | Claude Code | 1 | 3,071 tok |
| karlcc/image_mcp MCP server to analyze, describe, and compare images using a specified vision model | 0 | Claude Code, Codex, OpenCode | 2 | 1,449 tok |
| Bundelkund/tenant-mcp TypeScript MCP server (MCPB) exposing a personal job-match service to Claude Desktop — key | 0 | Claude Code, Codex | 1 | — |
| logunovFGP/better-rlm MCP server exposing Recursive Language Models over oversized contexts — multi-hundred-MB l | 0 | Claude Code | 1 | 8,005 tok |
| neverprepared/mcp-obsidian-second-brain MCP server exposing a four-layer Obsidian vault as a personal second brain: Input (sources | 0 | Claude Code | 1 | 3,211 tok |
| ishanarya31/agent-harness-lab Fix the model, vary the harness, measure. Five-rung ablation over Spider 2.0-Lite with a g | 0 | Claude Code | 1 | 3,692 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 |
| Mikefluff/twenty-mcp-server Model Context Protocol server for Twenty CRM API integration - AI-powered CRM integration | 0 | Claude Code | 1 | 539 tok |
| bolivian-peru/proxies-sx-mcp-server proxies.sx Mobile proxies MCP server for AI agents: real 4G/5G mobile and residential proxies, IP rot | 0 | Claude Code | 1 | 4,825 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 |
| mrabbani/mcp-site-manager Manage WordPress from Claude, ChatGPT, Cursor and other MCP clients via the MCP Adapter. | 0 | Claude Code | 1 | — |
| moorjani-ajay/pointless Self-hosted service that turns conversations into presentations | 0 | Claude Code | 1 | 1,189 tok |
| belermirzaa7-ops/edgar-audit-mcp | 0 | Claude Code | 1 | 42,995 tok |
| CSOAI-ORG/openchronicle-mcp 🔌 Exposes A memory database for LLM agents. Persistent semantic + keyword. | 0 | Claude Code | 1 | 6,210 tok |
| jesusjaehan/LLM-Wiki-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,559 tok |
| laiyenju/figma-config-mcp figma-config-llms-txt-mcp.vercel.app Turn Figma Config conference sessions, speakers, and agenda into LLM-friendly content — qu | 0 | Claude Code | 1 | 1,191 tok |
| vhspace/goldenmcp goldenmcp-e9l6.vercel.app MCP server | 0 | Claude Code, Codex, Cursor | 10 | — |
| danielscholl/obsidian-rag-mcp Semantic search for Obsidian vaults via MCP – gives Claude Code (and other AI agents) natu | 0 | Claude Code | 1 | 1,251 tok |
| jurek-f/prompt-lab-mcp MCP server giving Claude Code automated prompt optimization loops and regression test suit | 0 | Claude Code | 1 | 3,552 tok |
| enstw/simplenote-mcp Remote MCP connector giving Claude.ai projects a persistent, cross-conversation file store | 0 | Claude Code | 1 | 2,413 tok |
| scott-createplay/blender-mcp-synthgen | 0 | Claude Code | 2 | 884 tok |
| enrique-z/agentdata-mcp-server agentdata.eu AgentData.eu MCP Server - The ultimate Data-as-a-Service (DaaS) API designed explicitly fo | 0 | Claude Code | 1 | 409 tok |
| TMHSDigital/local-ai-mcp tmhsdigital.github.io Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provid | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,297 tok |
| VictorNain26/pexels-mcp-server Model Context Protocol server for the Pexels API (free stock photos and videos) | 0 | Claude Code | 1 | 3,072 tok |
| ZRZRING/vision-mcp | 0 | Claude Code, Codex | 1 | — |
| selamy-labs/reddit-mcp selamy.dev reddit-mcp — a small, terms-aware MCP server exposing read-only Reddit research as typed t | 0 | Claude Code | 1 | — |
| selamy-labs/dispatch-mcp selamy.dev Security-constrained MCP server: dispatch a unit of work to an allowlisted org-user/repo l | 0 | Claude Code | 1 | — |
| surajpanwar/advanced-calc-engine Secure, auditable Excel analytics and agentic workflow engine built with Python, MCP, and | 0 | Claude Code, Codex, OpenCode | 5 | 410 tok |
| ShushannaKarapetyan/MCPImageGenerator | 0 | Claude Code | 4 | 1,924 tok |
| Knuckles-Team/freshrss-agent knuckles-team.github.io FreshRSS API + MCP Server + A2A Server — curated, relevance-gated RSS world-model intake f | 0 | Claude Code, Codex, OpenCode | 2 | 3,778 tok |
| okrealai/kb-gateway HTTP MCP gateway: Pinecone + Neo4j + agentic router for Keyflo learning KB | 0 | Claude Code, Codex, OpenCode | 2 | 437 tok |
| wilf974/MultiServices-AI A sovereign memory layer for LLMs: provenance, bi-temporal corrections, replay, recall and | 0 | Claude Code | 2 | — |
| Omarbadran37/ai-image-analysis-mcp | 0 | Claude Code, Gemini CLI | 2 | 7,586 tok |
| Haipothetical/gss-mcp-server GSS Model Context Protocol server — market stress intelligence for AI agents | 0 | Claude Code | 1 | 844 tok |
| Desmond-Labs/ai-image-analysis-mcp | 0 | Claude Code, Gemini CLI | 2 | 7,586 tok |