Trending mcp-server repos

Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 857

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational… Why it matters: worth a look for your infrastructure and delivery stack.

DevOpsTypeScript★ 88k

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPC★ 47k

Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 2.8k

An open-source AI agent that brings the power of Gemini directly into your terminal. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 107k

The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features… Why it matters: worth a look if you build or run autonomous agents.

AI agentsTypeScript★ 75k

Chrome DevTools for coding agents. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPTypeScript★ 53k

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17… Why it matters: relevant if AI is part of your coding workflow.

Coding agentsTypeScript★ 28k

An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 87k

AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 63k

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPShell★ 5.3k

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 63k

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 10k

ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 17k

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPTypeScript★ 207k

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPTypeScript★ 25k

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra. Why it matters: worth a look if you build or run autonomous agents.

AI agentsTypeScript★ 39k

GitHub's official MCP Server. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPGo★ 34k

麦当劳门店派对成团调度 Skill — 把派对从「策划」推进到「办得成」：成团概率雷达 / 包场vs拼团 / 择日黄历 / 儿童营养指数 / 招募卡与邀请函. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 233

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPZig★ 2.5k

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPTypeScript★ 23k

Win顺：免费开源的 Windows 快速搜索启动器。双击 Ctrl，拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴板历史（代替 Win+V）、对话框搜索、任务栏搜索、插件、AI 助手 MCP。Free Windows search launcher: pinyin file… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPC++★ 276

MCP for xiaohongshu.com. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPGo★ 16k

The official Python SDK for Model Context Protocol servers and clients. Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 25k

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPC++★ 2.4k

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPJupyter Notebook★ 17k

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 5.5k

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts… Why it matters: extends what MCP-compatible assistants can connect to and do.

MCPPython★ 1.3k