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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

stdionpm
2,018 stars

navfast

directory for Awesome MCP Servers

unknownSynced 2mo ago
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
2,013 stars

Esp32_nat_router

An AI-enabled NAT Router/Firewall for the ESP32

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
1 tools
Active/2mo ago/High signal
generalgeneral
stdionpx
2,013 stars

mcpjam-workspace

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

VerifiedInstall Ready
mcpSynced 3mo ago
7 tools
Active/3mo ago/High signal
developmentdevelopment
stdionpx
2,012 stars

@azure-devops/mcp

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

FreshInstall Ready
unknownSynced 1d ago
Active/1d ago/High signal
devops-infradevops-infraazure
stdiodocker
1,988 stars

Mcp_agent_mail

Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite

Verified
github-topic:mcpSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,986 stars

Mcp Server Guide

A guide on how to use the Figma MCP server

Fresh
unknownSynced 4d ago
Active/1d ago/High signal
generalgeneral
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
stdiosrc
1,975 stars

Notte

🌸 Best framework to build web agents, and deploy serverless web automation functions on reliable browser infra.

Verified
list:awesome-mcp-servers-wong2Synced 3mo ago
3 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
1,971 stars

korean-law-mcp

국가법령정보MCP | 법제처 41개 API → 16개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 + LLM 환각 방지 인용 검증 | 41 Korean legal APIs → 16 MCP tools with AI citation hallucination guard

VerifiedInstall Ready
github-seedsSynced 3mo ago
28 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,922 stars

dembrandt

Extract any website’s design system into tokens in seconds: logo, colors, typography, borders & more. One command.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
designdesign
stdionpx
1,917 stars

Jcodemunch Mcp

The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

VerifiedInstall Ready
mcpSynced 3mo ago
43 tools
Active/3mo ago/High signal
developmentdevelopment
stdiosrc
1,887 stars

Mcp

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

Fresh
unknownSynced Today
356 tools
Active/1d ago/High signal
developmentdevelopment
stdiosrc
1,866 stars

Antigravity Sdk Python

A Python library for building AI agents that leverage the full power of Google Antigravity.

Verified
github-topic:mcpSynced 2mo ago
1 tools
Active/2mo ago/High signal
developmentdevelopmentpython
stdiopip
1,854 stars

Mcp Memory Service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Install Ready
unknownSynced 4mo ago
24 tools
Active/4mo ago/High signal
productivityproductivity
stdionpm
1,853 stars

nano-banana-pro-prompts-recommend-skill

AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.

Verified
agent-topic:ai-agentSynced 2mo ago
6 tools
Active/3d ago/High signal
mediamedia
stdiosrc
1,835 stars

@tigerdata/pg-aiguide

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

VerifiedFresh
mcpSynced 5d ago
Active/1w ago/High signal
generalgeneralpostgresql
stdionpx
1,835 stars

Opendia

Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

VerifiedInstall Ready
github-topic:mcpSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
stdionpx
1,823 stars

@benborla29/mcp-server-mysql

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

Install Ready
unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
databasedatabasemysql
stdionpx
1,821 stars

kordoc

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

VerifiedFreshInstall Ready
github-topic:mcpSynced 1d ago
39 tools
Active/1d ago/High signal
generalgeneral
stdionpx
1,801 stars

open-websearch

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

FreshInstall Ready
unknownSynced 2d ago
26 tools
Active/2d ago/High signal
data-aidata-ai
stdiosrc
1,788 stars

AssetOpsBench

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

Verified
github-topic:model-context-protocolSynced 3mo ago
8 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiosrc
1,779 stars

Mcphub.Nvim

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Verified
list:awesome-mcp-servers-wong2Synced 3mo ago
10 tools
Active/3mo ago/High signal
generalgeneral
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 2mo ago
Active/2mo ago/High signal
data-aidata-ai
stdionpx
1,767 stars

Mcp Brasil

MCP Server para 70 APIs públicas brasileiras

FreshInstall Ready
unknownSynced 1d ago
82 tools
Active/2d ago/High signal
generalgeneral
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