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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

stdiodocker
603 stars

Maverick Mcp

MaverickMCP - Personal Stock Analysis MCP Server

Verified
github-topic:mcp-serverSynced 2mo ago
Active/2mo ago/High signal
financefinance
stdiosrc
600 stars

Manim Mcp Server

unknownSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpx
598 stars

@line/line-bot-mcp-server

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

Install Ready
unknownSynced 3mo ago
23 tools
Active/3mo ago/High signal
communicationcommunication
stdiosrc
597 stars

Medusa

AI-first security scanner with 79 analyzers, 40,000+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

Verified
github-topic:mcpSynced 2mo ago
53 tools
Active/2mo ago/High signal
generalgeneral
stdiodocker
596 stars

Borsa Mcp

MCP Server for Turkish & American Stock Exchange and Fund Data

Verified
mcpSynced 3mo ago
26 tools
Active/3mo ago/High signal
financefinance
stdiosrc
595 stars

FantasyPremierLeague

Fantasy Premier League Kotlin/Compose Multiplatform sample

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
594 stars

@masonator/coolify-mcp

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

VerifiedFreshInstall Ready
github-topic:model-context-protocolSynced 2d ago
8 tools
Active/Today/High signal
generalgeneral
stdiodocker
593 stars

Auto Browser

Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
webweb
stdionpx
590 stars

Agent

AgentiLoop Agent! An Autonomous Agentic Agent for Mac, and exclusive Apple only harnesss. Suppprtd automation, scripting, coding, build anything and more. Powered by 18+ LLM providers across local and cloud platforms.

VerifiedInstall Ready
github-topic:mcpSynced 2w ago
37 tools
Active/2w ago/High signal
generalgeneral
stdionpx
589 stars

mcp-sequentialthinking-tools

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

VerifiedFreshInstall Ready
github-topic:mcpSynced 3d ago
8 tools
Active/2d ago/High signal
generalgeneral
stdiodocker
589 stars

mcp-mermaid

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
583 stars

@swarmclawai/swarmclaw

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
583 stars

App Builder

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
583 stars

mcp-pointer-monorepo

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
developmentdevelopment
stdiodocker
582 stars

Dbt Mcp

A MCP (Model Context Protocol) server for interacting with dbt.

unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
582 stars

frontman

The AI agent that lives in your framework/browser

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
582 stars

@fangjunjie/ssh-mcp-server

基于 SSH 的 MCP 服务 🧙‍♀️。已被MCP官方收录 🎉。 SSH MCP Server 🧙‍♀️. It has been included in the community MCP repository 🎉.

Install Ready
unknownSynced 3mo ago
5 tools
Active/3mo ago/High signal
securitysecurity
stdiodocker
579 stars

Sonarqube Mcp Server

Official SonarQube MCP Server for code quality and security in AI agents

unknownSynced 3mo ago
17 tools
Active/3mo ago/High signal
developmentdevelopment
stdiodocker
578 stars

Marmot

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
577 stars

Home Assistant Vibecode Agent

Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language

Verified
github-seedsSynced 3mo ago
1 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
576 stars

@enderfga/claw-orchestrator

Run Claude Code, Codex, Antigravity, Cursor Agent and OpenCode as one runtime — persistent sessions, multi-agent councils, an OpenAI-compatible endpoint, an MCP server, and an ACP agent any editor can drive.

VerifiedFreshInstall Ready
agent-topic:ai-agentSynced 2d ago
14 tools
Active/Today/High signal
data-aidata-ai
stdiosrc
574 stars

Comunica

📬 A knowledge graph querying framework for JavaScript

Verified
github-topic:mcpSynced 2mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
573 stars

Agentic Ai Apis

The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building infrastructure. Plug these in and ship your agent today.

Verified
github-topic:mcpSynced 1mo ago
2 tools
Active/2d ago/High signal
databasedatabase
stdiodocker
572 stars

Para

Multitenant backend server for building web and mobile apps rapidly. The backend for busy developers. (self-hosted or hosted)

Verified
smitherySynced 2mo ago
1 tools
Active/2mo ago/High signal
generalgeneral
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