The MCP Trust Index.

Converse MCP Enhanced

by justmy2satoshis

Multi-model AI conversation MCP for Claude Desktop. Seamlessly integrate with GPT-4, Gemini, xAI, Perplexity, and local models via Ollama.

justmy2satoshis/converse-mcp-enhanced

MCP Password Generator

by acidkeyxyz

Generates random passwords with configurable character sets (all, alpha, numbers, letters) via the Model Context Protocol.

acidkeyxyz/mcp-pwd-generator

Chalee MCP RAG

by prettyking

Enables RAG (Retrieval-Augmented Generation) capabilities with document processing, vector storage, and intelligent Q\&A using OpenAI embeddings and semantic search.

PrettyKing/chalee-mcp-rag

Python Debug MCP Server

by kaboom2025

Enables AI-driven Python debugging with debugpy, allowing Claude Code to control breakpoints, stepping, variable inspection, and expression evaluation.

Kaboom2025/ClaudeDebuggingMCPServer

Perspective MCP Server

by mtane0412

A Model Context Protocol (MCP) server that provides tools for interacting with Perspective API

mtane0412/perspective-mcp-server

aikeepaccounts

by big-mouth-cn

AI Notes is a personal intelligent bookkeeping tool based on AI, which realizes "instant bookkeeping and inquiry with one sentence" through natural language interaction. You just need to say "breakfast 25 yuan, paid by Alipay" or "salary received in bank account 18000 yuan", the system will automatically parse the amount, category, payment method, and record it in the ledger. It also supports 🔥MCP client usage. --- Features of Notes: - Instant Bookkeeping: Achieve "instant bookkeeping" through

big-mouth-cn/ledger-mate-mcp-server-for-typescript

uuid-mcp-server-example

by suntory-n-water

uuid(v4)を作成するシンプルなMCPサーバーです。

Suntory-N-Water/uuid-mcp-server-example

Docker MCP Server 🐳⚡

by bravetony44

This is mcp server for docker basic create conatiner , get conatiner,and stop/start/remove

braveTony44/docker-mcp-server

mcp-graphql

by blurrah

Model Context Protocol server for GraphQL

blurrah/mcp-graphql

stylekit

by anxforever

精选优质 Web 设计风格，提供文档、组件模板、代码片段， 以及可直接导出的 AI Rules。

AnxForever/stylekit

EntityIdentification

by u3588064

MCP (Model Context Protocol) server for identifying whether two sets of data are from the same entity. 识别两组数据是否来自同一主体的MCP服务器

u3588064/Entity-Resolution

Agent Communication MCP

by mattes337

Facilitates autonomous AI agent collaboration on software projects through file-based task management and inter-agent communication via the Model Context Protocol.

mattes337/AgentCommunicationMcp

Nature Remo MCP Server

by noboru-i

Enables you to manage and automate interactions with Nature Remo devices, including listing devices and appliances, and operating TVs and air conditioners through natural language commands.

noboru-i/nature-remo-mcp-server

mymcp

by divi-259

Learning about MCP server

divi-259/mymcp

browser-connect-mcp

by perception30

Enables AI assistants to connect to browser DevTools and backend debuggers for full-stack debugging, including frontend console, network, performance, and backend log analysis.

perception30/browser-connect-mcp

klypix-mcp

by dahshanlabs

Shared project memory for Claude Code, Codex, Cursor and other MCP coding tools — one brain.klypix file committed with your code.

dahshanlabs/klypix-mcp

mpc-test

by jazz-man

MCP server that exercises all the features of the MCP protocol

Jazz-Man/mpc-test

Overview

by anix001

Trying mcp server for the very first time.

anix001/mcp-server-starter-kit

mcp-server-adb

by yava555

A Model Context Protocol server for Android Debug Bridge (ADB) control

yava555/mcp-server-adb

JokesMCP

by pplferreira

MCP server that delivers jokes upon request, adapting to user humor preferences and avoiding offensive content.

pplferreira/JokesMCP

mcp-kubernetics

by ddjain

Enables Kubernetes cluster introspection via MCP tools, such as listing pods, namespaces, nodes, and events.

ddjain/kubernetics-mcp-server

mcp-server-dumplingai

by dumpling-ai

dumpling-ai/mcp-server-dumplingai

Run Shell Command

by benyue1978

Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for quick developer workflows.

benyue1978/run-command-mcp

MCPサーバの作り方 & 使い方

by bcrikko

What is MCP Server/Client ?

BcRikko/lab-mcp

WhatsApp MCP Server (TypeScript)

by aukik

Enables AI agents to interact with your personal WhatsApp account to search messages, list chats, and send messages. It stores all authentication and message data locally using SQLite for privacy and direct multi-device API connection.

aukik/whatsapp-mcp-ts

MCP Perplexity Server

by sibbl

A MCP Perplexity API server written in Typescript with stdio and SSE transport support.

sibbl/mcp-perplexity-api

MCP Storybook Image Generator

by falahgs

Generates children's storybook illustrations in multiple art styles (3D cartoon, watercolor, pixel art, hand drawn, claymation) with matching stories using Google's Gemini AI.

falahgs/MCP-Storybook-Image-Generator

arch-viewer

by axumquant

Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.

axumquant/arch-viewer

Excel MCP Server

by kousunh

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

kousunh/Excel-mcp-server

Greeting

by akaramanapp

Enhance your applications with personalized greeting capabilities. Easily integrate and customize greetings to improve user engagement and experience. Leverage the power of the Model Context Protocol to create dynamic interactions effortlessly.

akaramanapp/greeting

Edge TTS MCP

by hwenyi

An MCP server that converts text into lifelike speech using Microsoft Edge's Text-to-Speech service, supporting customizable voice, rate, volume, and pitch.

Hwenyi/edge-tts-mcp

sacloud-mcp

by hidenorigoto

hidenorigoto/sacloud-mcp

InSite

by jowharshamshiri

A comprehensive browser automation MCP server using Playwright, offering 50+ tools for page control, element interaction, content extraction, and more across multiple browser engines.

jowharshamshiri/insite

mcp-n8n-builder

by spences10

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

spences10/mcp-n8n-builder

openscad-mcp-server

by fboldo

Renders PNG previews and STL geometry from OpenSCAD source code, enabling iterative agent-driven CAD workflows.

fboldo/openscad-mcp-server

mcp-ups

by markswendsen-code

MCP server for UPS package tracking and shipping services using browser automation. Supports tracking packages, getting shipping rates, finding locations, and scheduling pickups.

markswendsen-code/mcp-ups

obsidian-ts-mcp

by dickiedyce

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

dickiedyce/Obsidian-TS-MCP

github-security-mcp

by badchars

An MCP server that enables AI agents to perform comprehensive GitHub security audits across org settings, repositories, Actions workflows, secrets, supply chain, and access control using 39 tools and 45 checks.

badchars/github-security-mcp