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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10067#data-ai3926#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 3926 MCP tools

stdionpx
2,296 stars

agency-orchestrator

🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 15 LLM providers (11 key-free). 一句话组建你的「一人公司」AI 专家团队,几分钟交付完整方案;验收自动核验,网页 / 桌面 / Docker 全渠道。

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 1w ago
22 tools
Active/Today/High signal
data-aidata-aidocker
stdiodocker
2,285 stars

Code Graph Rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Verified
github-topic:mcp-serverSynced 2mo ago
1 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpm
2,218 stars

agentsmesh-workspace-root

The AI Agent Workforce Platform. Run a hundred AI coding agents across your own machines — schedule, isolate, and steer them all from one console.

unknownSynced 3mo ago
19 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
2,179 stars

Beelzebub

A secure low code deception runtime framework, leveraging AI for System Virtualization.

Verified
github-topic:mcpSynced 3mo ago
12 tools
Active/1d ago/High signal
data-aidata-ai
stdionpx
2,116 stars

mcp-shrimp-task-manager

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
2,113 stars

Claude Code Everything You Need To Know

The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—packed with step-by-step tutorials, real-world examples, and expert strategies to make this the global go-to repo for Claude mastery.

unknownSynced 3mo ago
46 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
2,051 stars

mcp-excalidraw-server

MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.

VerifiedInstall Ready
mcpSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
1,981 stars

llm-for-zotero

A research agent system deeply rooted in your Zotero library.

Verified
github-topic:mcpSynced 3mo ago
13 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
1,821 stars

open-websearch

Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.

Install Ready
unknownSynced 1w ago
26 tools
Active/1d ago/High signal
data-aidata-ai
stdionpm
1,779 stars

com.gamelovers.mcp-unity

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,693 stars

Agent Rules Books

AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.

Verified
agent-topic:ai-agentSynced 3mo ago
34 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
1,685 stars

open-cowork

Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.

VerifiedInstall Ready
mcpSynced 3mo ago
3 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
1,627 stars

hope-agent

🦭 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment

Verified
github-topic:mcpSynced 2mo ago
Active/2d ago/High signal
data-aidata-ai
stdiosrc
1,554 stars

User Research Skill

Cookiy AI Skill for AI agents (Claude, Codex, Cursor, OpenClaw) — end-to-end user research: AI interviews, synthetic users, quant surveys, participant recruitment.

Verified
github-seedsSynced 2mo ago
1 tools
Active/4d ago/High signal
data-aidata-ai
stdiosrc
1,522 stars

NagaAgent

A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.

Verified
github-topic:mcpSynced 3mo ago
32 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
1,509 stars

ktx-workspace

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

Verified
agent-topic:ai-agentSynced 2mo ago
4 tools
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
1,493 stars

AI Fundamentals

AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。

Verified
agent-topic:ai-agentSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdionpx
1,488 stars

Minutes

Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and any MCP client can query. Meetings, calls, and voice memos transcribed on-device into markdown you own.

VerifiedFreshInstall Ready
github-topic:mcpSynced 5d ago
22 tools
Active/5d ago/High signal
data-aidata-ai
stdiosrc
1,402 stars

Full Stack Ai Agent Template

Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations out of the box.

Verified
agent-topic:crewaiSynced 3mo ago
21 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,401 stars

LangAlpha

Claude Code for investment

Verified
github-topic:mcpSynced 3mo ago
12 tools
Active/3mo ago/Medium signal
data-aidata-ai
stdiosrc
1,372 stars

Voicemode

Natural voice conversations with Claude Code

unknownSynced 2mo ago
1 tools
Active/3d ago/High signal
data-aidata-ai
stdiosrc
1,350 stars

Trpc Agent Go

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

Verified
github-topic:mcpSynced 3mo ago
20 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
1,323 stars

Aideml

AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.

unknownSynced 3mo ago
3 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,316 stars

Multi Agent Shogun

Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmux with shogun → karo → ashigaru hierarchy.

Verified
agent-topic:ai-agentSynced 3mo ago
58 tools
Active/3mo ago/High signal
data-aidata-ai
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