MCP Servers

MCP-Server

sushant1827

This repository contains workflow configurations for a Model Context Protocol (MCP) server that integrates AI capabilities with n8n automation platform.

Vee3

Vee3io

Website: https://vee3.io

Outscraper Mcp Server

outscraper

Outscraper MCP Server provides MCP-compatible clients with access to Outscraper’s data extraction tools. It enables web, business, maps, reviews, and search-related data collection through the Outscraper API using a simple MCP server configuration.

Marmoui

mahmoudilyan

Design-system knowledge for AI agents: live React component APIs, patterns, and generated-code validation. Agents build real dashboards, not slop. Free.

Memanto MCP

moorcheh-ai

MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents can achieve long-term goals and avoid confusion.

调用即梦 API 生成图片

fw-context builds a compiler-accurate semantic index of your C/C++ firmware from

Project Atlantis

ProjectAtlantis-dev

A configurable MCP client/server

Play provably fair and challenging games with real SOL wagering for any AI agent.

spring-boot-mcp-server-hello-world

jabrena

Hello World MCP Server

ai-web-automation

nirmalarnold

Creating ai-web-automation project for implementing use of AI prompts and MCP server in automation testing

bilka_mcp

KristianSchmidt

MCP Server for BilkaToGo

Descope MCP Server

MCP-Mirror

Mirror of

Search and discover volunteer opportunities across Spain via hacesfalta.org. Filter by province, category, schedule, age group and more. Each result links to the sign-up page on hacesfalta.org.

mcp_tutorial

RommelTJ

Model Context Protocol (MCP) Server tutorial

Access the most comprehensive US energy infrastructure dataset available via MCP:

AI Training Data Quality

apifyforge

AI training data quality assessment, bias detection, and governance scoring — delivered to any MCP-compatible AI agent through a single always-on server. This server orchestrates 7 specialized data sources (dataset registries, GitHub, ArXiv, Semantic Scholar, Hacker News, Wikiped

Mysql_mcp_server_ddz

Spotify MCP Server (Express.js)

addy07s

This is a Model Context Protocol (MCP) server implementation that allows AI assistants to interact with Spotify's API.

Polkassembly MCP Server

interweb-it

MCP Server for Polkassembly API

Release Notes Server

nickbaumann98

An MCP server for generating release notes from GitHub commits

The LlamaCloud-MCP Repository

Ayushbeing

llamacloud-mcp is a cloud computing platform that offers secure and scalable solutions for businesses looking to move to the cloud. It provides easy access to virtual servers and storage options for efficient data management.

Denmark Invoice

junter1989k-ai

Send Danish Peppol/NemHandel e-invoices via your Storecove account — check recipient by CVR, send, delivery evidence

LibreChat MCP Servers

wally-kroeker

Instructions for setting up SuperGateway MCP servers in docker containers for docker deployments of LibreChat

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

test-repo

wwei1101

Test repository created by MCP server

x402 micropayment API for AI agents. Fact-check claims by searching multiple web sources. Pay per call with USDC on Base.

Python Interpreter Mcp

bimalpaudels

A Model Context Server providing simple features to automate python script execution via LLMs.

MCP Enabled Plan.IO (Redmine) Reader

karateboss

MCP server for Plan.IO

MCP server for reconciling Stripe and bank data. AI agents can analyze transactions, detect mismatches, and generate financial insights via the Flowcheck API.

Fitness AI Connector

fmp-projects

Talk to your Garmin data in Claude and ChatGPT. Hosted MCP server built on the Garmin Health API (OAuth) — no password sharing.

Octagon Stock Market Data MCP

OctagonAI

The Octagon Stock Market Data MCP server provides specialized AI-powered stock market data and valuation analysis capabilities by integrating with advanced stock data agents. Real-time market data, comprehensive technical indicators, and unlimited market intelligence.

A local MCP server that lets Claude, Cursor, or Codex drive TruePath Recorder — start/stop recordings, list capture sources, and get the saved file path back. Local bridge over 127.0.0.1 + per-launch token; recordings never leave your Mac.

Linear MCP Server

anoncam

A Linear MCP implementation that handles all Linear resource types.