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MCP Servers

Discover awesome MCP servers.

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Think Server

nyanta012

Other

Custom Context MCP Server

omer-ayhan

This Model Context Protocol (MCP) server provides tools for structuring and extracting data from text according to JSON templates.

Other

Everalice Ai

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

Other

BRAINS OS - version MCP

groovysquirrel

A Serverless MCP implementation using SST, React and AWS.

Cloud & Infrastructure
A

Alpha_vantage

septemhill

Other
CM

Clarik Mcp Server

Mikerichardmail

Other
U

Unfetch

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

Other

test-mcp

biswapm

create from MCP server

Developer Tools

database-updater MCP Server

MCP-Mirror

Mirror of

Databases

kbg-viewer

ocasazza

A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.

Memory & Knowledge

Have I Been Pwned MCP Server

MCP-Mirror

Mirror of

Other

Algolia Search MCP Server

chick-p

Search

Supavec MCP Server

MCP-Mirror

Mirror of

Other

robot-mcp-server

SC-WSKun

Other

Demo MCP Basic

bertrandgressier

Demo of MCP server with HTTP SSE and a client

Other
H

Haiguitangmcp

wangyafu

Other

MCP Client Server Example

mkchoithani-personal

Other

Agent2AgentProtocol_MCP_servers

sanikacentric

Other

Graphiti MCP Server 🧠

gifflet

Other

MCP Servers 项目

MCP-Mirror

Mirror of

Other

Home Assistant MCP Server

Nutti85

AI & Agents
WM

Wikipedia Mcp

automateyournetwork

Skip to content

Other
FP

Five Persona Engine

kiro0x

LLM persona consistency engine — enforce JSON personality and style constraints across interactions. Prevents persona drift with 160,000 deductively-derived behavioral rules.

Other

Icp Fit Scorer

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.

Developer Tools
MM

Mem0 Mcp Server

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.

Other

Cloudinary MCP Server

yoavniran

Model Context Protocol (MCP) Server for Cloudinary API

Other

Text-to-Speech MCP Server

ParseDark

A simple MCP (Model Context Protocol) server that provides text-to-speech conversion capabilities, written in TypeScript.

Other

Multi-User MCP Server with Chatbot and Agent

r16academy

Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo

AI & Agents

MCP Transcribe Online Videos

shivvor2

MCP server for obtaining transcriptions given a valid video url

Other

MCP Server Trello

MCP-Mirror

Mirror of

Other

Hippycampus

cromwellian

An (eventually) secure open-source MCP Server to turn any REST endpoint into MCP resources automatically

Other
MM

Mobi Mcp

hhk-png

Other

Emailservice

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.).

Other
CF

CSV/TSV Files MCP Server by CData

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).

Data & Analytics

mcp_repo_e2769bdc

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

Version Control
EP

Excel Power Pivot Mcp

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.

Other

mcp-swagger

francoishamy

enable mcp server to use swagger description to call api

Other

Mcp Math Calculator

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

Other

MySQL MCP Server

blanplan-ai

Databases
GD

Google Drive MCP Server by CData

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).

Files & Storage

Archimedes Market

archimedes-market

Discover verified deep-tech engineering bounties from any AI agent. Every bounty is funded in Stripe escrow

Finance & Commerce

EVM MCP Server

evmcp

Other

Justcall Mcp Server

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.

Other

MCP Server for Windsurf

rohanbanda-TRT

Integration between Windsurf and custom MCP servers

Other

OpenWeb Ninja MCP

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.

Search
OM

OData MCP Server by CData

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).

Other

Cwa Mcp Server

lincw

利用台灣中央氣象局的 API 建立 MCP-server

Other
R

Ragora

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

AI & Agents

MCP Server : Sum Numbers

nelsonandreproton

MCP server exemple

Other

MCP Server with SSE endpoint for Obsidian

duncanchiu409

A MCP SSE server for your self hosted n8n

Memory & Knowledge
CA

Currency And Oil

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.

Productivity
PM

Parquet MCP Server by CData

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).

Data & Analytics

NestJS MCP Server

duchnv-vn

Other

mcp-servers

PortgasXDXMajd

Other

portkey-mcp-server

rvoh-emccaleb

MCP Server for Portkey

Other

Remote MCP Server on Cloudflare

MCP-Mirror

Mirror of

Developer Tools

ragflow mcp server

xiangmy21

A mcp server to retrieve documents from ragflow

Other

Google Docs MCP Server

Meerkats-Ai

google-docs-mcp-server

Memory & Knowledge

MCP Server Tester

MrVardan003

Other

Freshfilings Mcp

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.

Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

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.

2

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.

3

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.

4

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.

5

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.

6

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.