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MCP Essentials

Must-have Model Context Protocol servers and tools

Showing 241300 of 1,738 skills · Page 5 of 29

Kiln-AI / Kiln

5.0k

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

🔌 MCP Serverclaude codeclaude desktop
mcppython
91
Updated 6h ago

txn2 / kubefwd

4.2k

Bulk port forwarding Kubernetes services for local development.

🔌 MCP Serverclaude codeclaude desktop
mcpdevelopmentapi+2
91
Updated 5h ago

neomjs / neo

3.3k

Neo.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.

🔌 MCP Serverclaude codeclaude desktop
mcp
91
Updated 4h ago

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.

🔌 MCP Serverclaude codeclaude desktop
mcpapidocker+1
91
Updated 12d ago

mex-memory / mex

1.6k

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

🔌 MCP Serverclaude codeclaude desktop+2
mcpgitdocumentation+1
91
Updated 9h ago

qdrant / mcp-server-qdrant

1.5k

An official Qdrant Model Context Protocol (MCP) server implementation

🔌 MCP Serverclaude codeclaude desktop+2
mcp
91
Updated 4d ago

mxsm / rocketmq-rust

1.5k

🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to support our work❤️!

🔌 MCP Serverclaude codeclaude desktop
mcprust
91
Updated 5h ago

cookjohn / zotero-mcp

1.1k

It'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。

🔌 MCP Serverclaude codeclaude desktop
mcpreview
91
Updated 5d ago

anthropics / claude-plugins-official

36.1k

Official, Anthropic-managed directory of high quality Claude Code Plugins.

🤖 CLAUDE.mdclaude code
claudemcp
90
Updated 2h ago

tirth8205 / code-review-graph

31.3k

Local-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.

🤖 CLAUDE.mdclaude code
claudemcpreview+1
90
Updated 12d ago

CoplayDev / unity-mcp

14.0k

Unity 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.

🔌 MCP Serverclaude codeclaude desktop+3
mcpdevelopment
90
Updated 3d ago

XiaoDuoYa / codex-with-chatgpt

3.3k

ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

🔌 MCP Serverclaude codeclaude desktop+1
mcp
90
Updated 4d ago

ahujasid / ableton-mcp

3.0k

Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

🔌 MCP Serverclaude codeclaude desktop
mcppython
90
Updated 9d ago

iFurySt / open-codex-computer-use

2.0k

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

🔌 MCP Serverclaude codeclaude desktop+2
mcpautomation
90
Updated 10h ago

designcomputer / mysql_mcp_server

1.4k

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

🔌 MCP Serverclaude codeclaude desktop
mcpsqldatabase
90
Updated 1mo ago

tianma-if / edgeever

1.4k

Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.

🔌 MCP Serverclaude codeclaude desktop
mcpdockersql
90
Updated 6h ago

pnoker / iot-dc3

1.2k

IoT 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.

🔌 MCP Serverclaude codeclaude desktop
mcp
90
Updated 1h ago

Rath-Team / OpenRath

1.1k

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

🔌 MCP Serverclaude codeclaude desktop
mcppython
90
Updated 1mo ago

arben-adm / mcp-sequential-thinking

950

Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.

🔌 MCP Serverclaude codeclaude desktop
mcpsqlpython
90
Updated 1d ago

sandbaseai / sandbase-harness

642

Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

🔌 MCP Serverclaude codeclaude desktop
mcpdockerkubernetes
90
Updated 2d ago

vibeinging / dsh-desktop

584

DeepSeek Harness Desktop App: a local AI desktop workspace for DSH Sessions, projects, files, web research, plugins, and Office artifacts.

🔌 MCP Serverclaude codeclaude desktop
mcpautomationtypescript+1
90
Updated 4d ago

BOMWiki / partmode

522

Open-source, local-first 3D parametric CAD that runs in the browser for people and permissioned typed agents, powered by OpenCascade WASM.

🔌 MCP Serverclaude codeclaude desktop
mcpdesigntypescript
90
Updated 22d ago

pab1it0 / prometheus-mcp-server

514

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

🔌 MCP Serverclaude codeclaude desktop+1
mcp
90
Updated 1mo ago

aaronsb / obsidian-mcp-plugin

460

High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.

🔌 MCP Serverclaude codeclaude desktop
mcp
90
Updated 1d ago

halofyai / halofy

424

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

🔌 MCP Serverclaude codeclaude desktop
mcp
90
Updated 17h ago

YoanWai / agent-manager

416

The fastest workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI.

🔌 MCP Serverclaude codeclaude desktop+2
mcpreviewgolang
90
Updated 2h ago

claude-world / notebooklm-skill

455

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.

📄 SKILL.mdclaude code
skillmcp
90
Updated 1mo ago

nikolai-vysotskyi / trace-mcp

173

Framework-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.

📄 SKILL.mdclaude codecodex
skillmcpreview
90
Updated 9h ago

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.

🔌 MCP Serverclaude codeclaude desktop+1
mcptypescript
90
Updated 1d ago

triggerdotdev / trigger.dev

16.2k

Trigger.dev – build and deploy fully‑managed AI agents and workflows

🔌 MCP Serverclaude codeclaude desktop
mcpautomationnextjs
90
Updated 6h ago

modelcontextprotocol / inspector

10.8k

Visual testing tool for MCP servers

🔌 MCP Serverclaude codeclaude desktop
mcptesting
90
Updated 11h ago

firerpa / lamda

8.3k

Android 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.

🔌 MCP Serverclaude codeclaude desktop
mcpapidesign+3
90
Updated 9d ago

CursorTouch / Windows-MCP

6.9k

MCP Server for Computer Use in Windows

🔌 MCP Serverclaude codeclaude desktop
mcpautomation
90
Updated 2d ago

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.

🔌 MCP Serverclaude codeclaude desktop
mcpapidocker
90
Updated 9h ago

joeseesun / qiaomu-anything-to-notebooklm

6.0k

Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.

🔌 MCP Serverclaude codeclaude desktop
mcpautomationpdf
90
Updated 4mo ago

Coding-Solo / godot-mcp

5.6k

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

🔌 MCP Serverclaude codeclaude desktop
mcp
90
Updated 4mo ago

pacifio / atlas

3.3k

Source control for agents. Use multiple coding agents, track their changes and query them in one place

📦 Otherclaude codecodex
gitmcp
90
Updated 14h ago

agent-sh / agnix

405

The 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.

📦 Otherclaude codecursor+2
mcprust
90
Updated 2d ago

ozgurcd / gograph

213

Local-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.

📦 Otherclaude code
mcpgolang
90
Updated 2d ago

jpicklyk / task-orchestrator

206

Server-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.

📦 Otherclaude code
developmentmcpautomation
90
Updated 1mo ago

samanhappy / mcphub

2.4k

Self-hosted MCP gateway and management platform for connecting, managing, and operating MCP servers.

🔌 MCP Serverclaude codeclaude desktop
mcp
90
Updated 13h ago

korotovsky / slack-mcp-server

1.8k

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

🔌 MCP Serverclaude codeclaude desktop
mcpapislack
90
Updated 1mo ago

ihor-sokoliuk / mcp-searxng

1.2k

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

🔌 MCP Serverclaude codeclaude desktop+1
mcp
90
Updated 1d ago

keinsaasforever / better-chatbot

1.2k

Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

🔌 MCP Serverclaude codeclaude desktop+1
mcpautomationvoice+1
90
Updated 20d ago

TencentCloudBase / CloudBase-AI-Toolkit

1.1k

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

🔌 MCP Serverclaude codeclaude desktop+1
mcpsqldatabase
90
Updated 7h ago

openclaw / browser-automation

389.2k

Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.

📄 SKILL.mdclaude codeuniversal+1
skilltestingmcp+5
89
Updated 1h ago

anthropics / Hook Development

144.5k

This 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,…

📄 SKILL.mdclaude codezed
skilldevelopmenttesting+5
89
Updated 3h ago

anthropics / MCP Integration

144.5k

This 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).

📄 SKILL.mdclaude code
skilldevelopmenttesting+5
89
Updated 3h ago

anthropics / Plugin Structure

144.5k

This 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…

📄 SKILL.mdclaude codezed
skilltestinggit+5
89
Updated 3h ago

anthropics / Skill Development

144.5k

This 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.

📄 SKILL.mdclaude codezed
skilldevelopmenttesting+5
89
Updated 3h ago

mksglu / context-mode

21.4k

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

🤖 CLAUDE.mdclaude codecursor+3
claudemcp
89
Updated 11h ago

wanshuiyin / Auto-claude-code-research-in-sleep

15.9k

ARIS ⚔️ (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.

🤖 CLAUDE.mdclaude codecodex
claudemcpautomation+1
89
Updated 2d ago

lastmile-ai / mcp-agent

8.5k

Build effective agents using Model Context Protocol and simple workflow patterns

🔌 MCP Serverclaude codeclaude desktop
mcppython
89
Updated 7mo ago

getsentry / XcodeBuildMCP

6.4k

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

🔌 MCP Serverclaude codeclaude desktop
mcp
89
Updated 1d ago

kimsungwhee / apple-docs-mcp

1.4k

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

🔌 MCP Serverclaude codeclaude desktop+1
mcpdevelopmentapi+1
89
Updated 5mo ago

cinderline / northcinder

1.2k

Open-source MCP server for comparing products and asking the buyer before purchase.

🔌 MCP Serverclaude codeclaude desktop
mcptypescript
89
Updated 17d ago

atlassian / atlassian-mcp-server

1.0k

Official 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.

🔌 MCP Serverclaude codeclaude desktop+2
mcpapi
89
Updated 2h ago

utensils / mcp-nixos

827

MCP-NixOS - Model Context Protocol Server for NixOS resources

🔌 MCP Serverclaude codeclaude desktop
mcppython
89
Updated 3d ago

karanb192 / reddit-mcp-buddy

815

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

🔌 MCP Serverclaude codeclaude desktop+1
mcpapitypescript
89
Updated 22d ago

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。

🔌 MCP Serverclaude codeclaude desktop
mcpapisecurity+2
89
Updated 23d ago