MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 241–300 of 1,738 skills · Page 5 of 29
Kiln-AI / Kiln
5.0kBuild, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
txn2 / kubefwd
4.2kBulk port forwarding Kubernetes services for local development.
neomjs / neo
3.3kNeo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
AmoyLab / Unla
2.2k🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
mex-memory / mex
1.6kTeam memory for engineers and their AI agents. Lives in your repo. Shared through Git.
qdrant / mcp-server-qdrant
1.5kAn official Qdrant Model Context Protocol (MCP) server implementation
mxsm / rocketmq-rust
1.5k🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to support our work❤️!
cookjohn / zotero-mcp
1.1kIt's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件,通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能,让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
anthropics / claude-plugins-official
36.1kOfficial, Anthropic-managed directory of high quality Claude Code Plugins.
tirth8205 / code-review-graph
31.3kLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
CoplayDev / unity-mcp
14.0kUnity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
XiaoDuoYa / codex-with-chatgpt
3.3kChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.
ahujasid / ableton-mcp
3.0kControl Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP
iFurySt / open-codex-computer-use
2.0k👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
designcomputer / mysql_mcp_server
1.4kA Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
tianma-if / edgeever
1.4kOpen-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.
pnoker / iot-dc3
1.2kIoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform evolving toward AI agents. A complete IoT system solution: device connectivity, data acquisition, edge-to-cloud delivery and intelligent operations.
Rath-Team / OpenRath
1.1kAn open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
arben-adm / mcp-sequential-thinking
950Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
sandbaseai / sandbase-harness
642Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
vibeinging / dsh-desktop
584DeepSeek Harness Desktop App: a local AI desktop workspace for DSH Sessions, projects, files, web research, plugins, and Office artifacts.
BOMWiki / partmode
522Open-source, local-first 3D parametric CAD that runs in the browser for people and permissioned typed agents, powered by OpenCascade WASM.
pab1it0 / prometheus-mcp-server
514A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
aaronsb / obsidian-mcp-plugin
460High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.
halofyai / halofy
424Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.
YoanWai / agent-manager
416The fastest workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI.
claude-world / notebooklm-skill
455NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
nikolai-vysotskyi / trace-mcp
173Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own, comprehension at parity. 81 languages, 87 frameworks.
yamadashy / repomix
28.2k📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
triggerdotdev / trigger.dev
16.2kTrigger.dev – build and deploy fully‑managed AI agents and workflows
modelcontextprotocol / inspector
10.8kVisual testing tool for MCP servers
firerpa / lamda
8.3kAndroid Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
CursorTouch / Windows-MCP
6.9kMCP Server for Computer Use in Windows
xerrors / Yuxi
6.8k可私有部署的多租户知识智能体平台:统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
joeseesun / qiaomu-anything-to-notebooklm
6.0kClaude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.
Coding-Solo / godot-mcp
5.6kMCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
pacifio / atlas
3.3kSource control for agents. Use multiple coding agents, track their changes and query them in one place
agent-sh / agnix
405The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.
ozgurcd / gograph
213Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
jpicklyk / task-orchestrator
206Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.
samanhappy / mcphub
2.4kSelf-hosted MCP gateway and management platform for connecting, managing, and operating MCP servers.
korotovsky / slack-mcp-server
1.8kThe most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
ihor-sokoliuk / mcp-searxng
1.2kPrivate web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
keinsaasforever / better-chatbot
1.2kFormerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
TencentCloudBase / CloudBase-AI-Toolkit
1.1kBackend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
openclaw / browser-automation
389.2kUse when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.
anthropics / Hook Development
144.5kThis skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse,…
anthropics / MCP Integration
144.5kThis skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket).
anthropics / Plugin Structure
144.5kThis skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin director…
anthropics / Skill Development
144.5kThis skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
mksglu / context-mode
21.4kContext window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
wanshuiyin / Auto-claude-code-research-in-sleep
15.9kARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
lastmile-ai / mcp-agent
8.5kBuild effective agents using Model Context Protocol and simple workflow patterns
getsentry / XcodeBuildMCP
6.4kA Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
kimsungwhee / apple-docs-mcp
1.4kMCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
cinderline / northcinder
1.2kOpen-source MCP server for comparing products and asking the buyer before purchase.
atlassian / atlassian-mcp-server
1.0kOfficial remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.
utensils / mcp-nixos
827MCP-NixOS - Model Context Protocol Server for NixOS resources
karanb192 / reddit-mcp-buddy
815Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
asaotomo / FofaMap
722一款证据驱动的 FOFA 资产测绘智能体:支持自然语言侦察、AI 反思、CLI / MCP / Skill / REST API,以及经人工审批的 Nuclei 扫描。