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🎓 Semantic Scholar MCP Server

JackKuo666

🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

75Data & Analytics

Model Context Protocol (MCP) Schema for Rust

rust-mcp-stack

A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

75Other

MCP OpenAI Server

mzxrai

Chat with OpenAI models from Claude Desktop

74AI & Agents

✅ Official Alpha Vantage MCP Server

calvernaz

A MCP server for the stock market data API, Alphavantage API.

74Finance & Commerce

Facebook MCP Server

tiroshanm

74Other

WORK IN PROGRESS - USE WITH CAUTION - Windows:

hanweg

MCP server for working with PDF files

74Files & Storage

GooseTeam

cliffhall

Look, a flock of geese! An MCP server and protocol for Goose agent collaboration.

73Other

Spline MCP Server

aydinfer

An MCP server for working with Spline 3D design tool API

73Other

Railway MCP Server

jason-tan-swe

An unofficial and community-built MCP server for integrating with https://railway.app

73Other

Hacker News MCP Server

erithwik

MCP Server for Hackernews

73Other

Transloadit MCP Server

transloadit

Transloadit's official Node.js SDK

73Developer Tools

kospi-kosdaq-stock-server

dragon1086

An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP

73Finance & Commerce

Figma MCP Server

thirdstrandstudio

Figma MCP Server with full API functionality

73Media & Design

Strapi MCP Server

misterboe

73Other

Nocodb MCP Server

edwinbernadus

nocodb mcp server

73Other

Figma MCP Server

JayArrowz

Figma MCP Server with full API functionality

73Media & Design

ADB Friend

mikepenz

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

73Other

cryptopanic-mcp-server

kukapay

Provide latest cryptocurrency news to AI agents.

72Other

Superargs

supercorp-ai

Provide AI MCP server args during runtime.

72Other

Bear MCP Server

jkawamoto

A MCP server for interacting with Bear note-taking software.

72Other

Atlassian Jira MCP Server

aashari

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

72Version Control

piapi-mcp-server

apinetwork

A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps.

72Other

MCP OpenMemory Server

baryhuang

Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.

72Other

Kibana MCP Server

TocharianOU

MCP server for Kibana, Access search and manage Kibana in MCP Client.

72Other

Boilerplate MCP Server

aashari

TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.

71Developer Tools

🤗 Hugging Face MCP Server 🤗

shreyaskarnik

71AI & Agents

TickTick MCP Server

alexarevalo9

A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.

71Productivity

MCP RAG Server

karaage0703

71Memory & Knowledge

MCP Ripgrep Server

mcollina

An MCP server to wrap ripgrep

71Other

Mcp Swagger Server

zaizaizhao

MCP Swagger Server 将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式,让 AI 助手能够理解和调用您的 API。

70Other

Deep-research

ssdeanx

MCP Deep Research Server using Gemini creating a Research AI Agent

70Data & Analytics

Coach

hdkiller

Your open source AI coach and unified fitness dashboard.

70Other

Appwrite MCP server

appwrite

Appwrite’s MCP server. Operating your backend has never been easier.

70Other

Appwrite MCP server

christyjacob4

Appwrite’s MCP server. Operating your backend has never been easier.

70Other

Logseq MCP Tools

joelhooks

mcp server for logseq graph

70Memory & Knowledge

MCP NewNow Server

sligter

一个基于 Model Context Protocol (MCP) 的新闻聚合服务器,通过 Newsnow API 提供多平台热点新闻和趋势话题。

70Other

Embedding MCP Server

Geeksfino

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

70Memory & Knowledge

Rijksmuseum MCP Server

r-huijts

Rijksmuseum MCP integration for artwork exploration and analysis

70Other

omniparser-autogui-mcp

NON906

Automatic operation of on-screen GUI.

70Other

Okppt

NeekChaw

这个项目是一个基于MCP (Model Context Protocol) 的服务器工具,名为 "MCP OKPPT Server"。它的核心功能是允许大型语言模型(如Claude、GPT等)通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像高质量地插入到PPTX幻灯片中,并保留其矢量特性,确保图像在PowerPoint中可缩放且清晰。

69Other

MCP Server for Quran.com API

djalal

Quran.com API integration for verse search, translation and tafsir

69Developer Tools

🤖 Agenite

subeshb1

🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.

69AI & Agents

mcp-for-patent-literature

patsnap

MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap's proprietary databases via Claude, Cursor and MCP-compatible clients.

69

Deepseek R1 MCP Server

66julienmartin

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

69Other

Deepseek Thinker MCP Server

ruixingshi

A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server.

69AI & Agents

Attio MCP Server

kesslerio

Attio Model Context Protocol (MCP) server implementation

69Other

ntfy-me-mcp

gitmotion

An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

69Other

OpenAPI to Model Context Protocol (MCP)

gujord

The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI agents to access external APIs without custom wrappers!

69Other

Vercel MCP Integration

nganiet

MCP server connecting Claude to Vercel

68Cloud & Infrastructure

MCP Server GDB

pansila

MCP Server to expose the GDB debugging capabilities

68Other

Easyshell

easyshell-ai

Lightweight server management & intelligent ops platform with Docker one-click deployment, batch script execution, web terminal, and AI-powered operations.

68Other

QA MCP (Probably will rename to vibecheck?)

Ilikepizza2

[MCP Server] The Security Agent for AI assisted coding

68Other

Claude Memory MCP Server

WhenMoon-afk

Local Memory MCP Server

68Memory & Knowledge

🚀 JMeter MCP Server

QAInsights

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

68Other

VibeShift Web tester

Ilikepizza2

[MCP Server] The Security Agent for AI assisted coding

68Other

VibeCheck Web tester

Ilikepizza2

[MCP Server] The Security Agent for AI assisted coding

68Other

Datadog MCP Server

GeLi2001

MCP server interacts with the official Datadog API

68Developer Tools

MySQL Database Access MCP Server

dpflucas

An MCP server provides read-only access to MySQL databases.

68Databases

QuickMCP

gunpal5

Effortlessly Build Model Context Protocol Servers with OpenAPI or Swagger or Google Discovery Specifications

68Other

shannon-thinking

olaservo

MCP server for applying a Claude Shannon-inspired problem-solving pattern

67Other

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.