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JSONBuddy Data Validator

Clemens-U

This project provides an MCP-compatible interface for the JSONBuddy Core API, enabling JSON validation against schemas via a secure HTTP-based service. The server exposes two endpoints (`/validator/validate` and `/validator/validate-simple`) for flexible schema validation scenari

Data & Analytics

Spimov Ai Video Clone Dubbing Mcp Server

spimov

Spimov MCP — AI video dubbing, inside your chat

Media & Design

MCP Server - JavaScript SDK

MCP-Mirror

Mirror of

Developer Tools

GitHub MCP Server by CData

CDataSoftware

This read-only MCP Server allows you to connect to GitHub data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).

Version Control

Boilerplate MCP Server

jango-blockchained

A comprehensive TypeScript implementation of the Model Context Protocol (MCP) server with tools, resources, and prompts for LLM integration. Provides a robust foundation for building AI-powered applications with CLI support.

Developer Tools

OpenSearch MCP Server

loupipalien

OpenSearch MCP Server

Databases
CR

Codegraph Rust

Jakedismo

🎯 Overview

Other

Cashbackpro

linkin931

CashbackPro MCP server — AliExpress cashback for AI assistants (remote, streamable HTTP)

Kindred Offers MCP Integration Guide

kindred-app

MCP server for accessing exclusive global deals and merchant offers in seconds!

Other

MCP Prompt Templates Server

tubone24

This server allows you to create, organize, and serve prompt templates that can be used by MCP clients for various tasks like meeting analysis, content summarization, and blog post creation.

Other
HM

Helium Mcp

connerlambden

Real-time news with bias scoring across 5,000+ sources, AI options pricing, balanced news synthesis, live market data, and meme search. 9 tools, no auth, 50 free queries.

Other

YugabyteDB MCP Server

yugabyte

An MCP server implementation for YugabyteDB that allows LLMs to directly interact with your database.

Other
WM

W3c Mcp Server

shuji-bonji

MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assistants with access to official web standards data including specifications, WebIDL definitions, CSS properties, and HTML elements.

Other

RTF Files MCP Server

ianpilon

Files & Storage
SM

SuperCollider MCP

Synohara

Other

安装必要的依赖

Go-To-Sea

A MCP Server used to collect MCP Servers over the internet.

Developer Tools

mcpServers

trezero

Other

Google Meet MCP Server

MCP-Mirror

Mirror of

Other

data.gouv.fr MCP Server

etalab-ia

Data & Analytics

Crawl4AI MCP Server

seungwonme

Other

Figma MCP Server

ishivam06

Media & Design

MCP Server Demo 项目文档

liqingdong

一个基于Spring Boot 的MCP(Model Control Protocol)服务示例项目

Other

BigQuery MCP Server

MCP-Mirror

Mirror of

Databases

Clone the repository

shrishailwali

Databases
LV

Local Voice Mcp

CodeCraftersLLC

Give your MCP clients the ability to speak by running local voice models

Other

MCP Random Number Generator Tool

hyuraku

Developer Tools
UA

Unit API Communicator Mcp Server

SamDreamsMaker

Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, Assets, Materials, Prefabs, Terrain, Physics, Lighting, and more. Works with Claude, Cursor, Windsurf, VS Code Copilot — any MCP client. Zero config: just npx and go.

Developer Tools
CM

Couchbase 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 Couchbase (beta)](https://www.cdata.com/download/download.aspx?sku=CKZK-V&type=beta).

Other

sql-mcp-server

prahveent

A Model Context Protocol (MCP) server built with mcp-framework for SQL Server database interactions

Databases

MySQL MCP 서버

comonetso

Model Context Protocol server for MySQL databases in Cursor IDE

Databases

MCP Server

MCP-Mirror

Mirror of

Developer Tools

Setup

PackmindHub

Other

GitLab MR Reviewer

Killian0812

Version Control
AP

Australia Payments Mcp

junter1989k-ai

N

n0brains

sbynode-ux

Ask n0brains first. Your agent submits a planned trade (asset, side, entry, stop, leverage) and gets back a graded A–F conditions assessment from live market data — positioning crowding, event risk inside the horizon, liquidation clusters, market regime. 28 tools including win-ra

Weather MCP 🌤️

gifflet

Simple Weather MCP Server

Media & Design

Toronto Open Data MCP Server

vduquette

Data & Analytics

MCP Test Server

nabadeep25

streamable http MCP Server using Nodejs

Developer Tools

ms_salespower_mcp

sebi5000

Enables useful sales use-cases via MCP Server, for use within any common AI Chat

Other
S2

Seedance 2.0 Mcp Server

rocnubie

Other

MCP Kit Local Relay

trevoruptain

Run your MCP Kit servers in local clients like Claude Desktop

Other
GP

Georgia Payments Mcp

junter1989k-ai

Cycode

cycodehq

Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning

Developer Tools

Elastica MCP Server

skim0119

Efficient server implementation that leverages the Elastica Cosserat-Rod simulation framework to facilitate Model Context Protocol (MCP).

Other

IPLocate

iplocate

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

Other

Cognitive Warfare & PsyOps Analysis

apifyforge

Cognitive warfare and PSYOPS analysis for AI agents via the Model Context Protocol.

Other

SiftingIO MCP Server

SiftingIO

MCP server for connecting AI agents to real-time and historical market data, including symbol lookup, live prices, OHLCV, fundamentals, market hours, and market news.

Other

mcp-server-hai

x-challenger

Other

Wikipedia Summarizer MCP Server

codingaslu

An MCP (Model Context Protocol) server that fetches and summarizes Wikipedia articles using Ollama LLMs, accessible via both command-line and Streamlit interfaces. Perfect for quickly extracting key information from Wikipedia without reading entire articles.

Other

Clickzetta MCP Server

MCP-Mirror

Mirror of

Other

Temp Notes MCP Server

landicefu

Memory & Knowledge

Hlido

ankitkapur1992-hlido

Independent, evidence-backed reviews of AI agents — machine-readable scorecards, claim audits, C2PA-signed proof. Public data mirror of hlido.eu

Version Control

MCP Server Neurolorap

aindreyway

MCP server for code collection and documentation

Other

server-run-commands

anton-107

MCP server to run commands on the local OS

Other

mcp-test

mkataigi

Developer Tools
LS

Local Secrets

Hustada

Store and retrieve API keys and secrets locally for Claude Code. No cloud services, no .env files scattered across projects. Secrets are stored in a SQLite database on your machine and accessed via MCP tools. Supports add, get, list, search, update, and delete operations with cat

Developer Tools

MCP Command Server

Andrew-Beniash

Other

Reddit MCP 服务器

SzeMeng76

Other

MCP‑EDA Example Flow

AndyLu666

Server for EDA Tools, Duke University

Other

mariadb-mcp-server

abel9851

An mcp server that provides read-only access to MariaDB.

Databases

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.