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.
g-linville
cevheri
MCP(Model Context Protolol) server-client examples, code, designs, and tutorials.
OrHavraPerry
Identify plants from photos using the Pl@ntNet API. Returns ranked species matches with confidence scores, scientific/common names, and taxonomic data. 3 tools: identify_plant, list_projects, check_quota.
Amalgix-io
Financial filing & contract intelligence for AI agents. Evidence-backed, x402 USDC pay-per-call. MCP + REST.
astensby
shubhamofbce
This server uses deepgram api to generate text to speech and can also play it on your device. You can use this in claude If you prefer listening to audio on claude instead of reading text.
umitkavala
Persistent project memory for LLMs. Never re-explain your project again.
a09090443
Aryan1718
This MCP server provides tools to interact with Google Sheets, allowing you to read, write, and update data in your spreadsheets.
MCP-Mirror
Mirror of
amanasmuei
mcp server for luno
jyz0309
(WIP)A tool to deploy mcp server, like ollama
MCP-Mirror
Mirror of
GeoLibra
A comprehensive MCP server for processing, validating, optimizing, and analyzing 3D models with glTF/GLB support.
JackKuo666
A MCP Server for pdffigures2: This server processes scholarly PDFs to extract figures, tables, captions, and section titles with high accuracy. It is designed to support researchers and developers in efficiently analyzing academic documents.
h4ck4life
Nikogenia
The Java Minecraft Plugin (BungeeCord) for the Challenge Server.
akashtalole
OGD MCP Server
tsukimiya
Yahoo! Japan Realtime Trend MCP Server - MCPプロトコルを使用してYahoo!リアルタイム検索のトレンドを提供するサーバー
mrslbt
Xendit payment APIs for AI agents. Invoices, disbursements, balances, and transactions for Southeast Asia.
phongvu009
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Airtable (beta): https://www.cdata.com/download/download.aspx?sku=JAZK-V&type=beta
juergenkoller-software
phamtienduceng
AstroMined
Repository for testing MCP Server tools and functionality
0xjaywins
A simple Model Context Protocol (MCP) server for staking and withdrawing MON tokens on the Magma platform (magmastaking.xyz) on the Monad Testnet
Kasper1985
Testing MCP Server
lucianotonet
dev-hack95
A tasks creation mcp server
aguaitech
This is a simple MCP server for Elementor. It is used to perform CRUD operations on the Elementor data for a given page.
mnemom
Trust ratings for AI agents and websites. Look up an agent's reputation, scan a site's AI-trust-readiness, and verify signed scorecards in-band — reads are zero-auth. From Mnemom, the trust layer for the agent internet.
ToSn0w
XTeam-Wing
Mcp services by marshal
antoineDsh
SalesTouch turns Claude into a full B2B prospecting workspace.
MCP-Mirror
Mirror of
tgohblio
MCP client/server example using qwen3
Joncarre
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for FTP (beta): https://www.cdata.com/download/download.aspx?sku=EVZK-V&type=beta
MCP-Mirror
Mirror of
ByteOverDev
MCP server for generating cloud architecture diagrams, flowcharts, sequence diagrams, and more — powered by mingrammer/diagrams, Mermaid, and PlantUML.
mingdaocloud
HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables
zrzforever
Rug-Munch-Media-LLC
savordish
AI-powered recipe MCP server with 18 tools for comprehensive cooking assistance. Search recipes by keyword, ingredient, cuisine, or dietary preference. Get full recipe details, nutrition info, and ingredient substitutions. Plan multi-day meals, generate grocery lists with Instaca
apifyforge
Pandemic biosurveillance intelligence for AI agents — 8 mathematically rigorous epidemic modeling tools backed by live data from 16 public health, ecological, and environmental sources.
enzoemir1
AI-powered e-commerce operations manager for Shopify and
alextotheroh
cookiecad
A TypeScript SDK for running MCP (Model Context Protocol) servers with process reuse capabilities
plutzilla
Omnisend MCP server
satstream
MCP Server for Satstream API
G-Core
Gcore MCP Server makes your AI assistant:
CyberEDU-Cyber-Range
This is the Oficial Model Context Protocol (MCP) server for the CyberEdu CTF platform (cyber-edu.co / cyberedu.ro)
aprilelevengo
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)
EmanuelJr
Web3 MCP server for EVM chains
yinebebt
A Model Context Protocol (MCP) server that provides calculator functionality for MCP clients.
FiveOhhWon
MCP server for multi-perspective analysis and structured debates
harshaagrawal20
maxxentropy
DevFlow is an MCP server project
mcp-agents
MCP Server Package
megahobbler
MCP server for Telo, a gender-neutral scalp health brand from Singapore. Get personalised product recommendations, ingredient science, gift guides, and hair assessment info. 100% herbal products with no known side effects. 5 tools covering product recommendations, detailed produc
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.