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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

#general10064#data-ai3928#development1172#finance870#productivity809#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdionpx
2,260 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。

VerifiedFreshInstall ReadyReviewed
github-seeds:mcp-hotSynced 3d ago
22 tools
Active/Today/High signal
data-aidata-aidocker
stdionpx
2,239 stars

gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

VerifiedInstall Ready
mcpSynced 3mo ago
Active/3mo ago/High signal
generalgeneralgcp
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
stdiosrc
2,187 stars

Shipswift

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

Verified
smitherySynced 2mo ago
5 tools
Active/2mo ago/High signal
webweb
stdiosrc
2,187 stars

Toolhive

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Verified
github-topic:model-context-protocolSynced 2mo ago
Active/Today/High signal
generalgeneral
stdiodocker
2,177 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
stdiodocker
2,154 stars

@samanhappy/mcphub

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
2,150 stars

Ghidra Mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

Verified
mcpSynced 3mo ago
26 tools
Active/3mo ago/High signal
generalgeneraldocker
stdiosrc
2,140 stars

Unla

🧩 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.

unknownSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infradocker
stdionpm
2,135 stars

agent-teams-ai

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teams.

Verified
github-topic:mcpSynced 2mo ago
3 tools
Active/Today/High signal
productivityproductivity
stdionpm
2,134 stars

carbon

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
20 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
2,123 stars

observal

Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.

Verified
github-topic:mcpSynced 2mo ago
10 tools
Active/2mo ago/High signal
developmentdevelopment
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
stdiosrc
2,097 stars

Fusio

Self-Hosted API Management for Builders

Verified
github-seedsSynced 3mo ago
17 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpm
2,092 stars

devdocs-explorer

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

VerifiedInstall Ready
mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
2,065 stars

Memanto

Memory that AI Agents Love!

Verified
agent-topic:crewaiSynced 2mo ago
12 tools
Active/4d ago/Medium signal
generalgeneral
stdionpx
2,058 stars

ios-simulator-mcp

MCP server for interacting with the iOS simulator

Install Ready
unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
2,054 stars

mcp-router

A Unified MCP Server Management App (MCP Manager).

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
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
stdionpx
2,044 stars

Arc Kit

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance for AI coding assistants

VerifiedInstall Ready
github-topic:model-context-protocolSynced 2mo ago
57 tools
Active/2mo ago/High signal
generalgeneral
stdionpx
2,020 stars

Mcp Cli

FreshInstall Ready
unknownSynced 3d ago
42 tools
Active/4d ago/Medium signal
generalgeneral
stdionpm
2,018 stars

navfast

directory for Awesome MCP Servers

unknownSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpx
2,018 stars

@azure-devops/mcp

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

FreshInstall Ready
unknownSynced 3d ago
Active/1d ago/High signal
devops-infradevops-infraazure
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