The MCP Trust Index.

Douyin Creator Platform MCP Server

Automates the Douyin Creator Platform to manage login states and publish image-text content via the MCP protocol. It enables users to check authentication status, manage cookies, and automate article publishing with titles, text, and images.

hexi4764/douyin-tuwen-mcp

Code Search, Read & PR Analysis

Enables LLMs to search and read files in local and GitHub repositories, analyze pull request diffs, and grep code content with built-in security protections.

tuanpham197/mcp

Clinical Trials MCP Agent

Enables AI agents to search and analyze clinical trial data from ClinicalTrials.gov using both structured SQL queries for filtering trials by status, phase, and conditions, and semantic vector search for exploring detailed protocol information like exclusion criteria.

tonih23/clinical-trials-mcp-agent

Zero Network MCP Server

Provides AI agents with access to Zero Network documentation, SDK integration guides, and utility tools for crypto-based payments. It enables developers to implement x402 paywalls and per-tool MCP pricing while offering real-time cost estimations and revenue calculations.

Zzero-net/mcp-server

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

basicbill/aviation-weather-mcp

Internship Scout & Quality of Life MCP Server

Integrates Eurostat quality-of-life metrics and real-time job searching to help users find international internships in high-ranking European cities. It enables ranking cities based on personalized criteria like safety or transport and retrieves structured internship listings via the Tavily API.

c-r-lewis/n8n-international-internship-scout

MCP System Info Server

A lightweight MCP server that provides real-time hardware statistics including CPU, memory, disk, and NVIDIA GPU usage. It enables users to monitor system performance and retrieve comprehensive host machine specifications through a standardized interface.

DRITI2906/mcp

Code Explainer

Integrates with Cloudflare Workers to provide code explanation services, including architecture diagram generation, core functionality identification, and component breakdown across multiple programming languages.

billduke13/code-explainer-mcp

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

ChenJellay/trying_IBM_MCP

Phionx/mcp-hello-server

Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling salutations. Explore t…

Phionx/mcp-hello-server

🔍 Intelligent Anomaly Detection System

Modular server for handling MCP protocol

Javoo-bot/mcp_server

DSAengine: Rust-Powered Algorithm Intelligence for AI Agents

sVm19/DSAengine

Brokerage-MCP

A Model Context Protocol server built with the mcp-framework designed to provide brokerage-related tools and functionality. It allows users to integrate financial brokerage services and data into the MCP ecosystem.

RaghavC16/Brokerage-MCP

Oumi MCP Server

Provides access to over 500 pre-configured YAML templates and guided workflows for fine-tuning, training, and evaluating LLMs like Llama and DeepSeek. It enables AI assistants to search for recipes, retrieve configurations, and validate parameters for various machine learning tasks.

aniruddh-alt/oumi-mcp

MCP Security Scanner

Automatically discovers and tests MCP services for security vulnerabilities including command injection, SQL injection, SSRF, path traversal, and sensitive data exposure with detailed reports and remediation guidance.

anntsmart/MCP-Security-Scanner

Weather MCP Server

Provides real-time weather forecasts and alerts for US locations using the National Weather Service API. Supports querying forecasts by coordinates and retrieving active weather alerts by state.

nitvob/nws-mcp-server

Godot MCP Server

Enables Claude Desktop to control and interact with the Godot Engine editor through the Model Context Protocol. It supports dynamic scene generation and direct asset importation via Meshy API integration.

Dokujaa/Godot-MCP

Trabuco

Generates and manages production-ready Java multi-module Maven projects with database, messaging, and CI/CD configurations.

arianlopezc/trabuco

Explore MCP

A demonstration MCP server that exposes basic arithmetic tools (add, subtract, ping) through FastAPI and shows how to integrate them with OpenAI's tool-calling API for LLM orchestration.

Dhavaleswar/explore-mcp

Vault MCP Server

Enables AI assistants like Claude to browse, search, and read data from an Autodesk Vault server by exposing its REST API operations as tools.

MuhammadTaimur/Vault-MCP

Microsoft Fabric

Integrates with Microsoft Fabric APIs to explore and document data assets including workspaces, lakehouses, warehouses, tables, and semantic models with Azure authentication and markdown formatting.

datumnova/ms-fabric-mcp

Chart MCP Server

Provides 15 types of chart generation tools (line, bar, pie, radar, word cloud, mind map, etc.) with AI-powered intelligent color schemes and elegant design.

qingfeng0512/chart-mcp-server

test-newsapi-mcp

Provides AI agents access to news aggregation from 80,000+ sources via the NewsAPI. Supports both authenticated access with API keys and pay-per-use via HTTP 402 protocol with blockchain payment verification.

Traia-IO/test-newsapi-mcp-mcp-server

sherlock-mcp MCP server

Sherlock Domains MCP Server for buying & managing domains

Fewsats/sherlock-mcp

Pure Data MCP Server

A Model Context Protocol (MCP) server for Pure Data, an open-source visual programming language and patchable environment for real-time computer music.

nikmaniatis/Pd-MCP-Server

anki-mcp

An MCP server that enables Claude Code to create, manage, and search Anki flashcards directly from the terminal. It supports batch card creation, deck statistics retrieval, and synchronization with AnkiWeb for cross-platform review.

hbd/anki-mcp

vSphere MCP Server

Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.

akshyaganesh/VMware-MCP

Sherlock MCP Server

Enables username enumeration across 400+ social media platforms using the Sherlock OSINT tool. Perfect for open-source intelligence gathering, cybersecurity research, and investigating social media presence through AI assistants.

Burnsedia/sherlock-mcp

mcp-creator

A tool that enables AI assistants to conversationally scaffold, build, and publish Python MCP servers to PyPI. It automates the entire development lifecycle, including package naming, tool scaffolding, GitHub repository setup, and package publishing.

gmoneyn/mcp-creator

Semantic API

Natural language API discovery MCP server. Search 700+ API capabilities across 163 current providers, get, exact endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.

peter-j-thompson/semanticapi-mcp

🌴 Travel Itinerary - FastAPI Project

This is a backend system for managing travel itineraries using FastAPI and SQLAlchemy, featuring RESTful APIs to create and view itineraries and an MCP server to recommend itineraries based on trip duration.

ThasnimaShereef/Travel-Itinerary

Miro MCP Server

Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards, create and manipulate shapes, and organize content through grouping tools.

henqc/miro-mcp

Claude Session MCP

Provides Claude Code with programmatic session awareness to track context usage, session history, and task progress. It enables intelligent context reset recommendations and automatic synchronization of project planning documentation.

TimEvans/ccsession

MiniMail MCP Server

A multi-service email platform for MCP-compatible clients that supports standard email providers, transactional APIs, and local testing environments. It enables users to send and receive emails, monitor service health, and integrate with messaging webhooks like Slack and Discord through natural language commands.

sandraschi/email-mcp

Security Scanner MCP

Automatically detects security vulnerabilities in AI-generated code, scanning for hardcoded secrets, injection flaws, XSS, weak cryptography, authentication issues, path traversal, and vulnerable dependencies across JavaScript, Python, Java, and Go.

ongjin/security-scanner-mcp

Turbo.az MCP Server

Enables users to search for vehicles and retrieve detailed listing information from the Turbo.az automotive marketplace. It supports advanced filtering by make, model, price, and other specifications through natural language queries.

JavidGlyv/Turboaz-MCP

Product Agent MCP Server

A FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.

Zhangeldi123/MCP

iOS Device Control MCP Server

Enables comprehensive control of iOS simulators and real devices through AI assistants, supporting app management, UI automation, screenshots, media operations, and location simulation for iOS development and testing workflows.

chrishayuk/chuk-mcp-ios-simulator

Anonymix MCP

Provides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline and facilitating local deanonymization.

Dbuzek/anonymix-mcp

TreasuryOS

An AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.

GPBK-STUY/treasury-mcp-os

MCP Server: Elasticsearch semantic search tool

MCP server to search up-to-date elasticsearch docs

jedrazb/elastic-semantic-search-mcp-server

MCP Server Learning

Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

xstraven/mcp-server-learning

MCP Knowledge Base Assistant

An intro to MCP: an MCP server with a knowledge base tool containerized with Docker and connected to a client-side python application using SSE

kofiadom/MCP-Get-Started

🔍 MCP Server - Vector Search

MCP Server to improve LLM context through vector search.

miosomos/mcp-server-vector-search

Sales MCP Server

Provides AI assistants with access to sales data tools, including fetching quarterly sales information, listing available quarters, and generating sales analysis prompts for business insights.

usafhulk/MCP

Gmail MCP Server

Enables AI assistants to interact with Gmail accounts for searching, reading, sending, and managing emails through secure OAuth2 authentication. It provides comprehensive tools for message operations, conversation threads, and account statistics using the FastMCP framework.

ampcome-mcps/gmail-mcp

claude-session-manager

Claude Code Session Manager

es6kr/claude-session-manager-mcp

MCP AI Infra Real Time Agent

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

junfanz1/MCP-AI-Infra-Real-Time-Agent

CPPCon MCP Server

An MCP server that enables users to compile C++ code and retrieve assembly output through the Compiler Explorer (godbolt.org) API. It supports standard tool calls and Server-Sent Events for streaming compilation status and results.

zzuse/mcp_compiler_explorer

ahk-mcp

MCP server exposing AutoHotkey functionality, enabling model interfaces to automation tasks on Windows.

spyoungtech/ahk-mcp