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.
Discover awesome MCP servers.
MCP-Mirror
Mirror of
papersgpt
PapersGPT is a powerful Zotero plugin that seamlessly embeds state-of-the-art artificial intelligence into your research process. It empowers users to interact conversationally with single or multiple PDFs from their Zotero library, facilitating rapid insight extraction, summary
vishymakthal
Golang MCP Server
Noeli14
Fast and super efficient Minecraft Server written in C++
lucianoayres
Areo-Joe
Use `build-my-own` to replicate any GitHub project. It sets up the directory structure, prompts, and rules for AI, enabling it to assist you—more like guiding you—to recreate your desired project from scratch. Throughout the process, you’ll collaborate with AI to think through th
terraform-check-001
Created via custom MCP server
ofershap
alasdairnicol
Denyme24
Demo project showcasing MCP server integration with MongoDB Atlas for payment data retrieval.
aptos-labs
An AI-powered developer experience for Aptos that lets users vibe code and deploy full-stack dApps with minimal setup.
dundas
Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required.
mkprevo
MCP server for stata do file
phamhung075
tmcarmichael
Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation.
Nohyunjin
nithinkumarm
iamkaia
ddsky
Allows AI agents to programmatically:
judexzhu
A Model Context Protocol (MCP) server that provides integration with PagerDuty for incident management and monitoring operations.
AiLMe-AI
APUS岐黄(医疗)& 智草(中医)大模型的MCP服务
codescene-oss
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
amranswill
PDF Generation API MCP Server — Generate professional PDFs (invoices, receipts, reports) from structured JSON data. Three tools: generate_pdf, list_templates, get_usage. Free tier: 200 calls/month. https://github.com/amranswill/pdf-generation-api/tree/main/mcp-server
MCP-Mirror
Mirror of
pratik2374
hirotoe0112
DockerでMCPサーバを作成するサンプル
ginkida
MCP server for multi-database PostgreSQL analytics. Ask your databases questions in natural language - get schema exploration, profiling, trends, anomaly detection, and cross-database comparisons. Read-only, safe, local.
shippo
Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, and validate addresses.
WonderLand33
A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Solana network.
flatirontek
Vybit is a push notification service that uses personalized sounds that you record or choose from thousands of searchable sounds. The information is in the sound!
yairsabag
Shakargy
Local-first Engineering Intelligence for software repositories.
TecniForge
Send SMS & WhatsApp, verify OTPs, manage contacts, and control Android devices via AndroidAPI.net. 52 tools for Claude
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.
Maury1329
hirano00o
rapidappio
MCP Server for Rapidapp PostgreSQL Databases
ReGenNow
## Features
AmirUpSkill
zhangwilson
mcp server
apifyforge
Construction project risk intelligence delivered directly to your AI agent via the Model Context Protocol. This MCP server scores contractor safety records, evaluates site hazards, forecasts schedule delays, and generates project underwriting reports — all from live government da
Filtrix-AI
k8scat
gfhe
pdf to pictures mcp server
yourtion
A centralized hub server engineered to consolidate multiple MCP servers into dedicated Streamable HTTP or SSE endpoints, each tailored to specific use scenarios.
PhelanShao
PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods with built-in syntax validatio
jsnyde0
Playing around with MCP clients and servers
srujithreddy-crpto
eliavamar
MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema loading, and massively cheaper execution, so you stop wasting tokens and time.
Bocchi-NotLikeCodeVersion
Test repository created via MCP server
ricken07
MCP Server Sample
zipsmart-ai
hyorimitsu
A Model Context Protocol (MCP) server that enables AI assistants to interact with Amazon CloudWatch Logs through a standardized interface using AWS SDK.
apifyforge
Crypto compliance intelligence for AI agents — sanctions screening, corporate verification, shell company detection, and regulatory tracking via the Model Context Protocol.
rokith
2252
Silent-office MCP server (silentoffices.com)
fykong
Used FastMCP to replicate the official repo's Time Mcp Server feature.
RobertoJoseph
Catch App Store Rejections before they happen
orbrx
MCP server for GitBook
refgrow
MCP server for managing affiliate and referral programs. Create programs, track referrals, manage affiliates, process conversions, and handle payouts — all through AI assistants like Claude, Cursor, and ChatGPT.
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.