What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
MCP Servers
Discover awesome MCP servers.
All
Fujitsu Social Digital Twin MCP Server
3a3
MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation
2Other
MCP-RAG
kira1228
AI-powered Chat System with multiple MCP servers.
2Memory & Knowledge
Dice Roll
lpbayliss
MCP Server for simulating dice rolls
2Other
MCP Database Server
delei
A MCP (model context protocol) server that gives the LLM access to and knowledge about databases
2Databases
Smartschool MCP
MauroDruwel
Smartschool MCP: A Model Context Protocol (MCP) server that enables seamless communication between AI agents and the Smartschool platform. 🧠
2Other
基于MCP与QWEN大模型的自然语言MySQL数据库查询系统
floatDreamWithSong
2Databases
MCP-ADB
isseikz
MCP (Model Context Protocol) Server to control Android TV
2Other
MCPolly
MCPolly
Agent-native observability for AI agents. MCP server with web dashboard, alerting, and semantic search. Built with Rust, Axum, SQLite, and HTMX.
2Developer Tools
MCP Servers
KrishCodesw
This repo has my learnings on how to create an MCP-Server
2Other
AI-native risk intelligence for trading agents
System-R-AI
Python SDK for the System R AI API Toolkit.
2Finance & Commerce
Q-Anon Posts/Drops MCP Server
jkingsman
Model Context Protocol server for sociological research into QAnon
2Other
MCP-PoC
OSTUSA
Type Script MCP Server Proof of Concept
2Other
CodeView MCP 🪄
mann-uofg
AI-powered code-review toolkit: MCP server + CLI to analyze GitHub PRs with local LLM smells, cloud LLM summaries, inline comments, risk gating, and test stub generation.
2Developer Tools
kickstart-mcp
nolleh
🚀 Kickstart-mcp is tutorial for using mcp, making your own mcp server/client. We'll guide you through every step of your MCP journey
2Other
Horus Flow Intelligence — Institutional Orderflow for AI Agents
horustechltd
Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.
2Productivity
Web Scraping API
zeeb0tt
2Browser Automation
MCP iCal Server
kristofferv98
Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.
2AI & Agents
Redshift MCP Server
Moonlight-CL
2Other
MCP-ATP: Model Context Protocol Server for IQ AI Agent Tokenization Platform
IQAIcom
MCP server for IQAI's Agent Tokenization Platform.
2AI & Agents
Unulu Site Builder Free Link In Bio Page
unulu-ai
unulu — AI agent website builder
2Other
Mermaid Doc MCP Server
moritalous
2Other
MCP
johnleider
An example MCP server using Typescript
2Other
wayne-mcp-servers
wangyendt
My custom MCP (Model Context Protocol) servers.
2Other
Lldb_mcp
stableversion
A proper, clean LLDB MCP server with minimal dependencies and all functionality!
2Other
quran_cloud_mcp_server
marwanWaly
MCP server to help LLMs to get access to Quran API (https://alquran.cloud/api).
2Other
Image Generation MCP Server
dfeirstein
Model Context Protocol (MCP) server enabling AI clients (Cline, Claude Desktop) to generate images using OpenAI (DALL-E 3, gpt-image-1) and save them directly to the user's project directory.
2Media & Design
gitlab-mcp-server
piatra-automation
Improved implementation of Anthropic's modelcontextprotocol/servers Gitlab MCP server
2Version Control
Paperless MCP - Document Management System
PDangelmaier
2Other
mcp-server-architect
funtusov
2Other
Alice Mcp Server
aliceappai
Connect voice recordings and transcripts to AI clients for natural language querying, insights, and workflow automation.
2AI & Agents
Property Price Search MCP Server
joemclo
UK Property Price Search MCP Server
2Search
Foreword
LaurentAjdnik
A proxy between MCP Clients and MCP Servers
2Other
Bitrefill MCP Server
bitrefill
A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.
2Other
MCP(Model Context Protocol) minimal Kotlin client server sample
takahirom
2Other
JS MCP Server
Positive-Spaces
JavaScript MCP Server Component with WASM SDK for easy integration and deployment.
2Other
Discord MCP Bot - Server Component
mastra-ai
2Communication
MCP Client for Testing
piebro
A simple MCP (Model Context Protocol) client for testing MCP Server
2Other
mcp-server
eminetto
MCP Server example in Golang
2Other
Ankr API MCP Server
akki91
MCP server for Ankr APIs
2Developer Tools
🔄 MCP + Cursor GitHub Setup
Ankitkushwaha90
🔄 MCP + Cursor GitHub Setup Set up full GitHub control via Cursor once your MCP server is running. 🛠️ Step-by-Step Cursor Setup for MCP 🧭 1. Open Cursor Editor Launch Cursor, the AI-first code editor. Click Settings (bottom-left corner ⚙️).
2Developer Tools
Lynxprompt Mcp
GeiserX
MCP Server for LynxPrompt — browse, search, and manage AI configuration blueprints (AGENTS.md, CLAUDE.md) via MCP
2Other
Testingbot Mcp Server
testingbot
TestingBot's official MCP server
2Other
mcp-proxy
imandra-ai
Proxy for remote MCP servers
2Other
Voicevox MCP Server
srvhat09
docker版 voicevox engine を利用し受け取るメッセージを音声再生するMCP Server
2Other
sudobase-ai MCP Servers
sudobase-ai
2Other
Git Prompts MCP Server
ceshine
An MCP server that offers several commands to generate prompts based on the Git repository's content
2Version Control
paperqa-mcp-server
menyoung
MCP server exposing PaperQA2 for deep synthesis across scientific papers
2Other
Quip MCP Server
zxkane
Model Context Procotol(MCP) server for fetching Quip document
2Other
TaskChampion MCP
GabiUp2
TaskChampion MCP Server
2Other
trash-cleaner-mcp-server
dabing1022
A desktop MCP service that scans for and removes junk files to keep your system clean and optimized.
2Other
JobNimbus MCP Server
clykins90
2Other
Sonarr MCP Server
jbydeley
Give your LLM access to Sonarr
2Other
juicefs-mcp-server
zwwhdls
2Other
🤖 Phrases MCP Server
ronniemh
Un servidor MCP (Model Context Protocol) elegante y eficiente para gestionar frases inspiradoras. Diseñado para integrarse perfectamente con Claude for Desktop y otros clientes MCP.
2Other
Local Seo Data
localseodata
MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.
2Data & Analytics
deno-mcp-server-template
mazrean
template repository for MCP server creation by Deno
2Developer Tools
MCP Server with Azure Communication Services Email
lukemurraynz
Azure Communication Services - Email MCP
2Cloud & Infrastructure
Google Search Console MCP by DigestSEO
AKzar1el
OAuth-protected Google Search Console analytics, URL inspection, sitemap, and indexing tools for MCP clients.
2Data & Analytics
Glm Mcp
djerok
GLM (Zhipu/Z.ai) as a cheap, full-capability subagent for the Claude Code app — works on a subscription Claude (no API key for the main agent), auto-routes between Opus and GLM, file-editing agent with diff/dry-run/git-revert, one-command npx install.
2Other
MCP Server for the Jina.ai Reader API
ASRagab
Model Context Protocol (MCP) Server for the Jina.ai Reader API
2Developer Tools
Frequently asked questions
Common questions about MCP servers, tools, and integrations
How do I install an MCP server?
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Are MCP servers free to use?
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
What is the difference between local and remote MCP servers?
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Which AI clients can connect to MCP servers?
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
How can I evaluate whether an MCP server is safe and reliable?
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.