MCP Servers

Dispatcher MCP Server

PhelanShao

An MCP (Model Context Protocol) server that acts as a wrapper around the `dpdispatcher` library. It allows language models or other MCP clients to submit and manage computational jobs on local machines or HPC clusters supported by `dpdispatcher`.

UK Logistics

junter1989k-ai

Buy Royal Mail shipping labels, track parcels and refund unused labels in the UK — stateless, bring your own Shippo token

Gerolamo — Competitive Science and Technology Intelligence for AI Agents

adjective-rob

Scout, score, and fuse 36,000+ open-source projects, papers, and ML models into defensible technology stacks. Your agent can discover undervalued sleepers before they break out, threat-check dependencies for frontier-lab obsolescence risk, compose new software architectures from

MCP テンプレート

SiroSuzume

MCPサーバーのテンプレート模索

The Proxmox MCP you can hand the keys — VE + Backup Server + Mail Gateway on one audited trust core (plan, prove, undo, diagnose). 325 tools, MCP + A2A.

The Sonatype MCP Server enables AI assistants to access Sonatype's comprehensive dependency intelligence directly within your development workflow. By integrating with the Model Context Protocol, your AI assistant can help you make informed decisions about dependencies, identify

Setup

jack-scott

Playing around with different ways to implement MCP servers

MCP API Server

qingtianyu

mcp server

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

Mcp_server_memory

yangsenessa

MCP demp

Oanda MCP Server

BJLG-92

Oanda MCP Server for Claude

MCP Server Neurolorap

aindreyway

MCP server for code collection and documentation

Fal AI MCP Server

piebro

An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos.

Adversarial Geopolitical Equilibrium

apifyforge

Adversarial geopolitical equilibrium analysis for AI agents via the Model Context Protocol.

local-command-server MCP Server

kentaro

A TypeScript-based MCP server that executes commands and returns structured outputs.

Healthcare Credentialing Intelligence

apifyforge

Healthcare provider credentialing is your first line of defense against fraud, exclusions, and liability.

mcp-design-system-extractor

freema

MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

Miro MCP Server

MaratMingazov

Miro MCP Server

So I tried out this cool tool I saw in a LinkedIn post — https://openapitools.com. All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly

Graph Memory RAG MCP Server

lecharles

A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities

Groundcheck

beepboop2025

The grounding check agents run before they answer: verdicts with confidence scores and cited sources.

Generate Unit Testing Server

Shentia

An intelligent Model Context Protocol (MCP) server that automatically generates comprehensive unit tests for Angular, React, and Next.js projects using Jest, Karma/Jasmine, or other testing frameworks.

DXB Data

renatocrt11

Official Dubai real estate data for AI agents, served over MCP.

MCP Weather Application (Client-Server)

RoystonDAlmeida

This repository contains files for building an MCP server for weather tasks.

MCP Server for Canvas LMS. Lets AI agents interact with courses, assignments, grades, quizzes, modules, files, announcements, and more through natural language. Supports Claude Desktop, Claude Code, and any MCP-compatible client.

mcp_server

flyoptimistic

mcp仓库

AI-powered autonomous marketing platform for small businesses. 8 MCP tools for content generation, social scheduling, email campaigns, brand analysis, competitor monitoring, and marketing analytics.

BananaBanana

BananaBanana

Generate images and video (Nano Banana, Veo, Omni) from any MCP client — pay-as-you-go, no subscription, crypto payments.

MCP Chunk Editor

dwymark

An MCP server providing an efficient and safe text editor for LLMs

VA Design System Monitor

amponce

Open source MCP server for monitoring Department of Veterans Affairs design system usage and compliance

etcd-mcp-server

anveshreddy18

An MCP server for etcd for AI clients to interact with

An unofficial MCP Server for PrimeReact 10.x to fill the gap while we wait for the official one (coming with PrimeReact v11).

LocalMind

timosur

LocalMind is an local LLM Chat App fully compatible with the Model Context Protocol. It uses Azure OpenAI as a LLM backend and you can connect it to all MCP Servers out there.

Argorant – 614M+ verified B2B contacts

argorant

Search, count, preview, reveal, export & build saved lists across 614M+ verified B2B contacts — from Claude, ChatGPT, Cursor & any MCP client. Hosted, OAuth, account-scoped.

Docker MCP Server

makbn

Model Context Protocol MCP Server for Docker Commands. Provides Docker and Docker Swarm commands as MCP Tools.

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.

Entity Attack Surface

apifyforge

Entity attack surface mapping for any domain — via the Model Context Protocol.

MCP server that gives AI coding agents instant access to Thomson MO5 technical documentation via semantic search.

Simple MCP Server & Client Sample (with Gemini Function Calling)

yokoba

Simple MCP Server & Client Sample (with Gemini Function Calling)

MCP Server Test

khanhlenhut

MCP server test repository

Finland Invoice

junter1989k-ai

Send Finnish Peppol e-invoices (verkkolasku) via your Storecove account — check recipient by Y-tunnus/OVT, send, evidence

Pokemon MCP Server

Zenith-Mind

MCP server for pokemon information

Firebase Docs MCP Server Setup

nohe427

This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)

MCP JIRA Server

codingthefuturewithai

MCP (Model Context Protocol) server for JIRA integration