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.
nyanta012
omer-ayhan
This Model Context Protocol (MCP) server provides tools for structuring and extracting data from text according to JSON templates.
Pixel-Aly
EverAlice Studio is a hosted streamable-http MCP server for Etsy and digital product sellers. It provides 17 tools for marketplace listing copy, Magic Lister ZIP packs, product images, lifestyle mockups, KDP cover copy, planner and book outlines, image upscaling, background remov
groovysquirrel
A Serverless MCP implementation using SST, React and AWS.
septemhill
Mikerichardmail
guangtoutong
unfetch — a download manager for humans and AI with a native MCP server: add_task, list_tasks, wait_for_task with progress notifications from any MCP host. Multi-threaded multi-mirror HTTP, BT/magnet, 1000+ video sites (yt-dlp), RSS, token-secured remote Web UI. ~8MB, open source
biswapm
create from MCP server
MCP-Mirror
Mirror of
ocasazza
A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.
MCP-Mirror
Mirror of
chick-p
MCP-Mirror
Mirror of
SC-WSKun
bertrandgressier
Demo of MCP server with HTTP SSE and a client
wangyafu
mkchoithani-personal
sanikacentric
gifflet
MCP-Mirror
Mirror of
Nutti85
automateyournetwork
Skip to content
kiro0x
LLM persona consistency engine — enforce JSON personality and style constraints across interactions. Prevents persona drift with 160,000 deductively-derived behavioral rules.
mambalabsdev
Scores any company against your ideal customer profile from a template, a weights config, or a plain-English description, returning a 0 to 100 score and tier. Part of the Mamba Labs signal toolkit.
olk
MCP server exposing Mem0 v2 API for AI agents to store, retrieve, and search long-term memories using semantic search through the standardized MCP protocol.
yoavniran
Model Context Protocol (MCP) Server for Cloudinary API
ParseDark
A simple MCP (Model Context Protocol) server that provides text-to-speech conversion capabilities, written in TypeScript.
r16academy
Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo
shivvor2
MCP server for obtaining transcriptions given a valid video url
MCP-Mirror
Mirror of
cromwellian
An (eventually) secure open-source MCP Server to turn any REST endpoint into MCP resources automatically
hhk-png
MrHZ006
An email MCP(Server) service based on Spring Boot, used for sending emails via QQ SMTP and exposing utility functions in the form of Spring AI MCP Server It is convenient to call in clients that support MCP (such as ides/Agents that support MCP, etc.).
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 CSV/TSV Files (beta)](https://www.cdata.com/download/download.aspx?sku=RVZK-V&type=beta).
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
back1ply
A Model Context Protocol (MCP) server that enables AI assistants to interact with Excel Power Pivot data models. Create and manage DAX measures, relationships, and more through natural language.
francoishamy
enable mcp server to use swagger description to call api
Cosmiumx
精确数学计算的 MCP 服务器 - 为 AI 提供 100% 准确的数学计算能力
blanplan-ai
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 Google Drive (beta)](https://www.cdata.com/download/download.aspx?sku=RGZK-V&type=beta).
archimedes-market
Discover verified deep-tech engineering bounties from any AI agent. Every bounty is funded in Stripe escrow
evmcp
saaslabsco
The JustCall Model Context Protocol (MCP) Server lets Large Language Models (LLMs) and AI agents make real-world voice calls and send SMS directly through JustCall’s APIs — securely, contextually, and programmatically.
rohanbanda-TRT
Integration between Windsurf and custom MCP servers
OpenWeb-Ninja
Official MCP server for OpenWeb Ninja: 40+ real-time web data and SERP APIs (Google Maps, Amazon, jobs, Zillow, Trustpilot, web search, news, finance) exposed as MCP tools.
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 OData (beta)](https://www.cdata.com/download/download.aspx?sku=RDZK-V&type=beta).
lincw
利用台灣中央氣象局的 API 建立 MCP-server
velarynai
Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG (dense + sparse vectors). Connect via MCP to search across all your collections directly from Claude, Cursor, VS Code, and mo
nelsonandreproton
MCP server exemple
duncanchiu409
A MCP SSE server for your self hosted n8n
xiaobenyang-com
Zenrus MCP Server 是一个提供实时货币汇率和石油价格的服务器,支持多种计算功能,适用于金融分析和自动化工具集成。Zenrus MCP Server is a server that provides real-time currency exchange rates and oil prices, supports multiple computing functions, and is suitable for financial analysis and automation tool integration.
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 Parquet (beta)](https://www.cdata.com/download/download.aspx?sku=HIZK-V&type=beta).
duchnv-vn
PortgasXDXMajd
rvoh-emccaleb
MCP Server for Portkey
MCP-Mirror
Mirror of
xiangmy21
A mcp server to retrieve documents from ragflow
Meerkats-Ai
google-docs-mcp-server
MrVardan003
nrfischer10
Search business entity filings from New York, Florida, and Colorado. Look up LLCs and corporations by name, get full entity details (registered agent, officers, addresses), and track new formations for sales prospecting. Requires a free FreshFilings API key at freshfilings.dev.
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.