MCP Servers

Sample Building Mcp Servers With Rust

aws-samples

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

Code Explainer MCP

BillDuke13

A Cloudflare Worker that serves as an MCP (Model Context Protocol) server for code explanation. It analyzes and explains code with a comprehensive breakdown of structure and functionality.

Discord Notification MCP Server

kstonekuan

Simple MCP server to send you notifications on discord

X/Twitter MCP Server

Barresider

An MCP Server to interact with X/Twitter besides the official API.

Midaz MCP Server

LerianStudio

A MCP server to support all Lerian's platforms. Enables AI assistants to interact with Midaz's core banking APIs for automated ledger operations, account management, and transaction processing. Features comprehensive API coverage, real-time data access, and robust error handling

非官方的同程旅行 MCP Server

wuchubuzai2018

非官方的同程旅行网的火车票MCP Server，目前仅支持火车票车次查询

Crawl4AI RAG MCP Server

Anshumaan031

A distributed Model Context Protocol (MCP) server implementing an intelligent web ingestion and retrieval-augmented generation pipeline for AI agents and coding assistants.

Claude Chrome MCP

durapensa

Developer tool suite enabling Claude Desktop, Claude Code, and other MCP hosts like Cursor, to interact with claude.ai in Chrome browsers.

Spring Boot AI

rogervinas

🍀 🤖 Spring Boot AI - Evaluation Testing

AppDog

rodolphebarbanneau

Compose and generate effortlessly MCP servers from any OpenAPI specifications

Perplexity Web Search MCP Server

nachoal

A perplexity MCP server

AI-Create-MCP (WIP)

xxlv

ai-create-mcp is a Go-based tool that converts OpenAPI Specification (OAS) files into a Model Context Protocol (MCP) program.

File Store MCP Server

sjzar

file store mcp server

mcp-server-medRixv

JackKuo666

🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

MCP Bridge - Proxying STDIO Servers to SSE/HTTP Transport

brrock

Mcp bridge to convert stdio servers to sse or streamable http

Open Brain

Bobby-cell-commits

Self-hostable MCP memory server for AI assistants — 16 tools, hybrid search, knowledge graph, auto-dedup, staleness pruning, automated ingestion pipelines. Built on Supabase + pgvector.

medRxiv MCP Server

JackKuo666

🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

Mnemos

arhuman

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Pexels MCP Server

CaullenOmdahl

MCP server for Pexels stock photo and video API — search, browse collections, and get media details

SushiMCP

maverickg59

SushiMCP is a dev tools MCP that serves context on a roll.

Twitch MCP Server

TomCools

A Model Context Protocol (MCP) server which allows MCP Clients (such as Claude) to connect to Twitch Chat.

Typesense MCP Server

avarant

MCP server for Typesense

GitHub MCP Server

cyanheads

A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while providing a structured interface for LLM agents to perform GitHub operations.

WildFly MCP

jfdenise

WildFly MCP server and other tooling to integrate WildFly in AI space

gaggiuino-mcp

AndrewKlement

Gaggiuino MCP server

MCP Agent Server

fkesheh

An innovative Model Context Protocol hub that seamlessly connects your client with intelligent agents, enabling powerful cross-platform communication across multiple MCP ecosystems

Flutter Tools MCP Server

dkpoulsen

flutter mcp server

MCP Server for Milvus

stephen37

Model Context Protocol Servers for Milvus

OpenDigger MCP Server

X-lab2017

MCP server of OpenDigger

Nexlayer Mcp

Nexlayer

Cloud infrastructure for AI agents.

Coder DB - AI Memory Enhancement System

angrysky56

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows th

git-commit-aider MCP Server

MrOrz

A simple MCP server that makes git commits on behave of AI, so that you can track AI contribution in your codebase

Midjourney Mcp

Lala-0x3f

Midjourney mcp server

🔍 Rust MCP Server + Inspector Example: SSE Transport with an Add Tool

RGGH

Rig MCP Server Example (April 7, 2025)

MCP Server for NPM Package Info

snyk-labs

An MCP server for NPM JavaScript Package Management tools

Mcp Spine

Donnyb369

Context Minifier & State Guard — Local-first MCP middleware proxy

sftp-ssh-mcp

gradyyoung

MCP server exposing SSH and SFTP control for Linux and Windows systems via Model Context Protocol.

Crypto Trading MCP (Model Context Protocol)

vkdnjznd

A Model Context Protocol (MCP) server for cryptocurrency trading that provides a unified interface for trading and market data monitoring across multiple exchanges.

Edge-TTS MCP Server

yuiseki

Model Context Protocol for Text-to-Speech

AWS MCP Server with Agno Agent

skjortan23

Query your AWS environment with natural language.

Quantoracle

QuantOracledev

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.

PyVista MCP Server

pyvista

PyVista-based MCP (Model Context Protocol) server

Disco

leap-laboratories

Discovery Engine — find novel, statistically validated patterns in tabular data

Switch Bot Mcp Server

yasu89

SwitchBot MCP Server

Dictionary Server

meowrain

一个可以使用cambridge dictionary查询单词的mcp服务器

Gitee MCP Server

normal-coder

Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP