The MCP Trust Index.

🦙 ollama-mcpo-adapter

Adapter to expose MCPO, the MCP-to-OpenAPI proxy server, tools in Ollama-compatible format

tappi287/ollama-mcpo-adapter

spotify-mcp

An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.

GraysonCAdams/spotify-mcp

pymcp-sse: Python MCP over SSE Library

Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems.

rvirgilli/pymcp-sse

PyGithub

Integrates with GitHub's API through PyGithub to enable repository management, issue tracking, and pull request operations with automatic authentication, rate limiting, and error recovery.

astromined/pygithub-mcp-server

JupyterMCP - Jupyter Notebook Model Context Protocol Integration

A Model Context Protocol (MCP) for Jupyter Notebook

jjsantos01/jupyter-notebook-mcp

abuseipdb_mcp

MCP server for AbuseIPDB API

gogela/abuseipdb_mcp

Unipile

Integrates with Unipile to provide unified access to messages across LinkedIn, WhatsApp, Instagram, Messenger, and Telegram, enabling efficient multi-platform communication management.

honeybluesky/mcp-unipile

iFlytek SparkAgent MCP Server

Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.

funchs/ifly-spark-agent-mcp

Trino MCP Server

MCP Server for Trino

stinkgen/trino_mcp

Mozisu Character Counter

Provides accurate character counting for text with special handling for multi-byte characters like Japanese text and emojis, returning both total and non-whitespace counts

atotti/mozisu-mcp-server

AWS Cost Explorer and Bedrock Usage Analytics

Integrates with AWS Cost Explorer and CloudWatch to analyze cloud spending patterns and Bedrock model usage statistics for detailed cost monitoring and optimization.

aarora79/aws-cost-explorer-mcp-server

Powerpoint MCP server

A MCP server project that creates PowerPoint presentations, forked from supercurses/powerpoint with additional features

Ichigo3766/powerpoint-mcp

Tavily Extract

Integrates with the Tavily API to extract web page content, enabling efficient web scraping capabilities for projects requiring content extraction.

algonacci/mcp-tavily-extract

User Prompt MCP

A Model Context Protocol (MCP) server for Cursor that enables requesting user input during generation

nazar256/user-prompt-mcp

DeepSeek Reasoner

Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, research assistance, and decision support capabilities.

harshj23/deepseek-claude-mcp-server

Climatiq MCP Server

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

jagan-shanmugam/climatiq-mcp-server

MCP Image Placeholder Server

A lightweight MCP server for generating placeholder images from multiple providers.

husniadil/mcp-image-placeholder

MySQLReader

This is a MCP server about read data from mysql databsase .

ChenRongpeng1998/MySQLReader

BlueSky

Integrates with BlueSky's API to retrieve user profiles and social graph data, enabling user analysis, network visualization, and content discovery.

berlinbra/bluesky-mcp

MCP Fly Deployer

MCP server that provides docker files for stdio based MCP server to be deployed on platform like Fly.IO

NakulRajan/mcp-fly-deployer

Tavily Search

Integrates with the Tavily API to provide web search capabilities, enabling internet searches and fact-checking for up-to-date information retrieval.

algonacci/mcp-tavily-search

WhereAmI MCP Server

A lightweight mcp server that tells you exactly where you are.

kukapay/whereami-mcp

Notion MCP Server

My implementation of a Notion MCP Server

kyrelldixon/notion-mcp

azure-devops-mcp-server

MCP server for Azure DevOps

munishm/azure-devops-mcp-server

Playwright

Integrates Playwright with MCP to enable web browser automation for tasks like scraping, testing, and content generation/submission.

blackwhite084/playwright-plus-python-mcp

Spring Boot Bridge

Automatically converts Spring Boot REST applications into MCP servers, enabling AI tools to interact with existing Spring APIs without rewriting backend services.

brunosantoslabs/spring-mcp-bridge

LYRAIOS

LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)

GalaxyLLMCI/lyraios

1、前言

MCP Server 示例

AndyM129/mcp_playground

Pilot

A high-performance browser automation MCP server that provides AI agents with a fast, persistent Chromium instance via Playwright. It features reference-based element interaction, snapshot diffing, and manual handoff capabilities to handle complex tasks like CAPTCHAs.

TacosyHorchata/Pilot

mcp-ntopng

An MCP server for network monitoring software ntopng

marcoeg/mcp-ntopng

CosmosDB MCP Server

Model Context Protocol server implementation for CosmosDB

danielmeppiel/cosmosdb-mcp-server

Hide MCP server

MCP server for Hide

hide-org/hide-mcp

Hello-MCP 🚀

A Simple MCP Demo With Client & Server

Cookie-HOO/hello-mcp

MCPHub 🚀

MCPHub - A cross-platform GUI application to discover, install, and manage Model Context Protocol (MCP) servers. Think of it as apt/pip but for MCP servers.

hemangjoshi37a/mcphub

Bloodhound-MCP

MCP server for bloodhound's api

tac01337/bloodhound-mcp

TiDB MCP Server

Enables interaction with TiDB serverless databases through the Model Context Protocol. Allows users to connect to and manage TiDB cloud databases using natural language through Claude Desktop.

c4pt0r/mcp-server-tidb

Solr Vector Search

Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured data repositories without direct database access

allenday/solr-mcp

System Info

Provides real-time system information including CPU, memory, disk, and GPU statistics through a simple API endpoint for monitoring and diagnostic purposes.

allenbijo/mcp-sysinfo

Kagi Search

Integrates Kagi search API to provide web search, news retrieval, and fast GPT-powered question answering for up-to-date information access and content enrichment.

apridachin/kagi-search-mcp

GBox MCP Server

GBox MCP Server 是一个基于 FastMCP 协议的服务器实现，提供了与 GBox 游戏引擎的实时通信和控制能力。它能帮助 AI 理解和操作 GBox 脚本，实现游戏运行时的智能控制和资源管理。同时通过与 ComfyUI 的集成，支持基于文本描述生成游戏素材和图像资源

jinruozai/gbox_mcp

FFmpeg

Enables multimedia processing operations using FFmpeg, allowing direct manipulation of audio and video files for tasks like trimming, conversion, extraction, and watermarking without leaving the conversation interface.

amoldericksoans/ffmpeg-mcp

Any OpenAPI

Integrates with any OpenAPI-compliant service using dynamic tool generation and vector-based semantic search for efficient API operation discovery and interaction.

baryhuang/mcp-server-any-openapi

aaPanel

Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.

aapanel/mcp-server

MCP SVG to Font

🎨 MCP Server that converts SVG icons into web fonts with CSS and TypeScript support. Generate icon fonts from directories of SVG files.

omy13/mcp-svg-to-fonts

Notion MCP Client

A simple MCP server that integrates with Notion's API to manage my personal habit track.

phoenine/Notion-MCP

Rust MCP Stdio Server Test

unofficial SDK for MCP servers in Rust

mediar-ai/mcp-rust-sdk

mcpc

Mcp server scaffolding tool

vlyl/mcpc

Mcp Wecombot Server

An MCP server application that sends various types of messages to the WeCom group robot.

gotoolkits/mcp-wecombot-server

mcp-server-nmap

A MCP server for Nmap.

douyipu/mcp-server-nmap

Ultra-MCP-Servers

Ultra MCP servers that we have made and tested

motebus/Ultra-MCP-Servers