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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

#general10061#data-ai3928#development1173#finance871#productivity809#devops-infra807#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdionpx
1,436 stars

Mcp Server Qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

Install Ready
unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,434 stars

mcp-server-kubernetes

MCP Server for kubernetes management commands

Install Ready
unknownSynced 2mo ago
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdiodocker
1,433 stars

Terraform Mcp Server

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

unknownSynced 3mo ago
25 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
1,430 stars

@arabold/docs-mcp-server

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,424 stars

rulesync

A Utility CLI for AI Coding Agents

Verified
github-topic:mcpSynced 1mo ago
34 tools
Active/1d ago/Medium signal
generalgeneral
stdionpx
1,421 stars

@bitbonsai/mcpvault

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
productivityproductivity
stdionpm
1,418 stars

devdb

A zero-config VS Code database extension with affordances to aid development and debugging.

unknownSynced 3mo ago
Active/3mo ago/High signal
databasedatabase
stdionpx
1,417 stars

Tradememory Protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

FreshInstall Ready
unknownSynced 1d ago
9 tools
Active/1d ago/High signal
productivityproductivity
stdionpm
1,411 stars

nx-console

Nx Console is the user interface for Nx & Lerna.

unknownSynced 3mo ago
Active/3mo ago/High signal
designdesign
stdionpx
1,409 stars

Elevenlabs Mcp

The official ElevenLabs MCP server

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpx
1,408 stars

@chrysb/alphaclaw

The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CLI required.

Verified
agent-topic:ai-agentSynced 2mo ago
27 tools
Active/2mo ago/High signal
devops-infradevops-infra
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 2mo ago
12 tools
Active/2mo ago/Medium signal
data-aidata-ai
stdionpx
1,389 stars

Mysql_mcp_server

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

FreshInstall Ready
unknownSynced 1d ago
19 tools
Active/2d ago/High signal
generalgeneralmysql
stdiosrc
1,364 stars

Voicemode

Natural voice conversations with Claude Code

unknownSynced 1mo ago
1 tools
Active/Today/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 2mo ago
3 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,322 stars

Codedb

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

Verified
github-topic:mcpSynced 3mo ago
40 tools
Active/3mo ago/High signal
generalgeneral
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
stdionpx
1,314 stars

@kimsungwhee/apple-docs-mcp

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

Install Ready
unknownSynced 3mo ago
21 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,307 stars

Langchain4j Aideepin

基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

Verified
github-topic:mcpSynced 2mo ago
10 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
1,302 stars

sourcey

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

VerifiedInstall Ready
github-topic:mcp-serverSynced 2mo ago
7 tools
Active/2mo ago/High signal
generalgeneral
stdiosrc
1,298 stars

Ros Mcp Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

unknownSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
stdionpx
1,296 stars

mcp-adapter

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

Install Ready
unknownSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
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