MCP Servers

Elasticsearch MCP 服务器

macgaf

elasticsearch mcp server and client, supports es7 and es8, based on Model Context Protocol python sdk

PinRAG is a retrieval-augmented generation (RAG) MCP server built with LangChain and Chroma. Index PDFs, plain text, Discord exports, YouTube transcripts, and GitHub repositories, then ask questions in Cursor, VS Code (Copilot), or any MCP-capable client. Answers include citation

Stop hallucinating numbers. An MCP server that runs every math expression through four independent numeric engines in parallel and returns all four results side by side — so when they disagree, you know the answer is numerically unreliable.

Twinic-server : configure MCP servers directly from prompts.

twinic

configure mcp servers directly from prompt

Asset Hub MCP gives AI coding agents access to a curated catalog of game-ready assets. It lets Codex, Claude Code, Cursor, and other MCP clients search for sounds, sprites, UI packs, music, textures, and other free or commercially usable assets, then install selected files direct

spring-mcp-server-sample

ricken07

MCP Server Sample

Unity MCP Server

nikolausm

MCP (Model Context Protocol) server for Unity Engine integration with Claude

mcp-cps-data MCP server

mdagost

MCP Server for locally hosted data on Chicago Public Schools

Octagon Private Companies MCP

OctagonAI

The Octagon Private Companies MCP server provides specialized AI-powered private company information and financial data analysis capabilities by integrating with advanced company intelligence agents. Covers comprehensive business intelligence, financial metrics, employee trends,

Lokka (Microsoft 365 MCP server)

merill

Lokka is a Microsoft Graph MCP server.

Basic Network Data Query Tool

qax-xlab

Core network security data includes PassiveDNS resolution records, domain and IP registration details, website certificate information, and IOC (Indicators of Compromise) database queries.

MCP Router

codewithkenzo

MCP Router: A web interface for orchestrating MCP servers with Upsonic agent framework integration

OpenAPI MCP Server

asabya

fork of openapi-mcp-server v1.2.0-beta04

Zonos TTS MCP for Linux

angrysky56

Zonos MCP server modified for Linux and GPU optimizations.

墨问创作助手

we-mowen

墨问是集记录、创作和分享于一体的智能笔记工具和内容社区，让有价值的内容，在人与人之间流动。

OpenAI MCP Server

marchampson

An mcp-openai-server for connecting via Claude or similar

Martin Kaiser

kaiser-data

The shape-shifting MCP hub — shapeshift() into 10,000+ MCP servers at runtime. One entry point, no restarts, 7 registries.

What is MCP?

Siratul804

A simple mcp server demonstrating resources, tools, and prompts

Mcp X Intelligence

fluyeporlaweb

Search viral content on X/Twitter, analyze any account,

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

IzarLabs

MCP Server para análisis de datos sobre dataset del Titanic

node-runtime-mcp

zy445566

the mcp server that run the code in Node.js container and obtain the result

DB Query MCP

NewToolAI

db-query-mcp is a mcp tool supporting diverse database querying and exporting.

超能文献MCP(AI文档翻译+文献检索)

WildDataX

🚀 Suppr MCP - 让学术翻译更智能 （https://suppr.wilddata.cn/）

ChargeNow MCP Server

cevatkerim

MCP server for finding ChargeNow EV charging points.

Official MCP server for the Site-Shot website screenshot API. Tools: capture_screenshot, capture_full_page. Real Chromium rendering, full-page capture up to 20,000 px, country proxies, and automatic ad & cookie-banner removal enabled by default — cleaner images, fewer vision toke

📰 News MCP Server

Danieljoh98

MCP-server for nyhetsanalyse med AI-integrasjon – henter artikler, genererer sammendrag og lager tidslinjer ved hjelp av NewsAPI og Claude AI.

# Hooked MCP Server

Figcraft - Code-driven SVG Diagram Generator

zeqinlee

Code-driven SVG diagram library for TypeScript/Node.js. Generate publication-quality architecture diagrams, flowcharts, and neural network diagrams with just a few lines of code. Features 10

MCP SSE Client-Server

flyingcloud-code

using sse in client and server

Trade Agent MCP Server

PortFray

Guide to connect to Trade Agent's MCP server and trade stocks and crypto

Luckycola Mcp

mingle98

基于LuckyCola开放能力的MCP（Model Context Protocol）服务。支持图片合规性检查、文件操作、图片压缩、图片OCR等丰富功能.

Building a Watsonx.ai Chatbot Server with MCP in Python

ruslanmv

How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.

MCP server for ARES, the official Czech business registry — live against ares.gov.cz. 14 tools: company lookup, full due diligence, statutory bodies, insolvency, VAT-payer & trade-license checks, address search, and cross-company person graphs.

Korx Share MCP Server

Dearest

Generates a secure, shareable URL for any AI-created visual content (charts/dashboards/HTML) with preserving full interactivity, support Claude, DeepSeek, Grok, Gemini, etc.

MCP Documentation Server

esakrissa

Model Context Protocol documentation server for LangGraph and MCP.

roo-mcp-server

mows21

Roo MCP Server - Real-world automation for web scraping and browser control

Your AI coding agent tests pages, copy, and flows on simulated users while building. Spots bad copy, confusing UX, and conversion killers before real users do.

Atomic memory model — knowledge stored as atoms (facts, decisions, events, preferences, logs, procedures, notes, session messages)

Wayforth

WayforthOfficial

Wayforth is the neutral service layer for AI agents — where they discover services, route requests, and pay through one path.

Octagon Deep Research MCP

OctagonAI

The Octagon Deep Research MCP server provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents. No rate limits, faster than ChatGPT Deep Research, more thorough than Grok DeepSearch or Perplexity Deep Resear

0xMONK MCP Server

fere-ai

FereAI's MCP Server - The most powerful Crypto MCP Server.

Refunc MCP Server

refunc

Refunc Model Context Protocol Server

Free TikTok MCP Server by viral.app

fmd-labs

Connect your AI tools to live TikTok analytics with viral.app's Model Context Protocol (MCP) server. Get real-time TikTok data directly in Cursor, Claude Desktop, Raycast, and more.

Azure Mcp Servers

manekinekko

This directory showcases various Model Context Protocol (MCP) servers. These servers enable Large Language Models (LLMs) to securely access tools and data sources from Microsoft Azure.

Muntuai Mcp

design-smith

AI agents can now launch and manage personalized outbound campaigns

RSS Reader MCP Server

tanevanwifferen

Simple RSS reader MCP Server

Exotel Mcp

exotel

Exotel’s MCP Server empowers Agentic AI to make calls, send messages, and automate customer outreach without telephony complexity.