The MCP Trust Index.

desktop-control

by rcoscali

Enables GUI automation by capturing screen, controlling mouse/keyboard, and targeting controls via accessibility layer; optionally supports voice commands and synthesis.

rcoscali/mcp-desktop-control

mlagents-mcp

by limam-b

Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop, resume, monitor, compare, and export via natural language.

limam-B/mlagents-mcp-server

AIE8-MCP Session Server

by kchia

Provides web search, dice rolling, text processing, and dad jokes tools, integrated with LangGraph for intelligent workflow orchestration.

kchia/AIE8-MCP-Session

cellc-mcp

by toastmanau

Wraps the cellc CellScript compiler so that an AI can write, check, explain, and inspect CKB Cell contracts in a local agentic loop.

toastmanAu/cellc-mcp

Google News MCP

by moltrus

Enables AI assistants to fetch real-time news from Google News RSS feeds with support for headlines, categories, location-based queries, and advanced search operators. Features automatic URL decoding, concurrent processing, and intelligent caching for optimized access to global news content.

moltrus/google-news-mcp

Nautobot MCP Server v2

by byrn-baker

Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes, ITSM-gated changes, and live-vs-SoT reconciliation. Provides 13 tools covering devices, interfaces, VLANs, prefixes, IP addresses, cables, raw GraphQL, write operations, and reconciliation.

byrn-baker/nautobot-mcp-v2

expense-tracker-mcp-server

by shubhangi115

A cloud-deployed MCP server for managing personal expenses and providing financial analytics. It enables AI assistants like Claude Desktop to add, update, delete, and retrieve expenses, with features like budgeting assistance and category-wise summaries.

shubhangi115/expense-tracker-mcp-server

linkwarden-mcp

by o-gent

Enables managing bookmarks via the Linkwarden API with token-frugal tools for listing collections and links, adding/moving/deleting links, and creating collections.

o-gent/linkwarden-mcp

stock-trading-simulator-mcp

by sh051024-ops

Enables conversational control of a Korean stock paper trading simulator. Users can view positions, adjust strategy parameters, and run backtests through natural language in Claude Desktop.

sh051024-ops/stock-trading-simulator

Dali MCP

by lulu-the-narwhal

An MCP server that scores, enhances, and analyzes prompts for AI video and image generation models to prevent token waste on poor prompts.

Lulu-The-Narwhal/dali-mcp

MCP Sankhya Community Search Server

by delt4d

Enables AI models to search and read technical discussions, customizations, and error resolutions from the Sankhya Community forum. It provides tools to retrieve topic lists and extract clean content from specific posts to help resolve system-related issues.

delt4d/SankhyaMCP

agents

by jad-png

jad-png/agents

mcp-indian-stocks

by nagrajadesai

Enables real-time and historical Indian stock market data retrieval, including prices, news, recommendations, and top gainers/losers.

NagrajADesai/mcp-indian-stocks

Product Management MCP Server

by nur1sat

Provides tools for managing a product catalog, including functions to list, add, and retrieve product statistics. It enables AI agents to perform inventory operations and data analysis through a standardized interface.

Nur1sat/MCP_

PR Reviewer MCP Server

by subhamyadav580

Connects Claude to GitHub, enabling listing repositories, browsing open pull requests, and inspecting PR diffs for code review.

subhamyadav580/pr-reviewer

Azure Pricing MCP Server

by iflow-mcp

This MCP server enables querying Azure resource pricing programmatically through a structured workflow, including listing service families, service names, products, and calculating monthly costs.

iflow-mcp/mcp-azure-pricing

mcp-db-assistant

by wzx11223344

A database operation server based on the MCP protocol, providing database connection, querying, schema exploration, data analysis, and SQL generation tools.

wzx11223344/mcp-db-assistant

LATS MCP Server

by slapglif

Enables systematic code investigation using Monte Carlo Tree Search to explore codebases, analyze files, and provide intelligent insights. It features persistent memory and pattern learning for improved investigations.

slapglif/LATSAgentMCP

MCP Python Server - Streamable HTTP

by nik-red

Enables AI assistants to execute Python functions and system commands via Streamable HTTP, including bash, Python code execution, file operations, and text searching.

nik-red/MCP

Agentic MCP Itinerary

by alexgherrera

An MCP server that orchestrates parallel searches for flights, hotels, and activities to generate travel itineraries. It features persistent state management via LangGraph and SQLite while ensuring the total cost remains within a specified budget.

AlexGHerrera/agentic-mcp-itinerary

mcp-calculator-main

by bruiseunderskin

Bruiseunderskin/mcp-calculator-main

Music Collection MCP Server

by gorums

Provides intelligent access to local music collections through advanced metadata management, album classification across 8 types, collection analytics, and smart search capabilities for AI-powered music library organization.

gorums/music-mcp-server

MCP Documents

by rofiqcp

A unified MCP server for document processing that enables creating, editing, and converting Word documents (DOCX), PDFs, Markdown, and images, with support for templates, formatting, and batch operations.

rofiqcp/mcp-dokumen

papermate

by liusite66-dev

This MCP server enables AI models to format academic papers into Word documents conforming to the China University of Political Science and Law thesis standards.

liusite66-dev/paper-mate-ai-skill

dameng-mcp-server

by clgclg

Enables AI assistants to interact with Dameng databases through MCP, supporting query execution, schema exploration, and connection management.

CLGCLG/dameng-mcp-server

Living Screener MCP

by devinraylittle-boop

Review-only MCP server for stock, options, and crypto screening, trade planning, risk checks, backtesting, and journaling, designed to work alongside Robinhood's Trading MCP without placing orders.

devinraylittle-boop/living-screener-mcp

Google Workspace MCP Server

by ghratika

A complete MCP server integrating Gmail and Google Docs, enabling email management (list, send, search, reply) and document operations (create, edit, search, share) through natural language.

ghratika/mcp-Server-Ghratika

Fusion-Total

by ellokokanishka

EllokoKanishka/Fusion-Total

TON Data MCP Server

by m1mino

TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet balances, token prices, STON.fi liquidity pools, market overview, transactions, and network state. 6 MCP tools, free tier, Docker-ready.

M1mino/ton-mcp-server

pve-mcp-server

by uriwise

Read-only Proxmox VE MCP server providing 25 tools for VM, LXC, node, storage, and cluster inspection via stdio transport.

UriWise/pve-mcp-server

horizon-predictive-model-mcp

by christianashworth

Exposes a professional services pipeline prediction model with tools to score opportunities, validate inputs, and retrieve model metadata such as win probability, fees, and margin.

christianashworth/horizon-mcp-demo-extended

browser-smoke

by sukirman1901

Enables browser automation and smoke testing via Playwright, with tools for navigation, DOM interaction, screenshots, network capture, and more.

sukirman1901/browser-smoke

postmark-mcp

by zonnepanelendelen

Enables sending transactional email and monitoring delivery via the Postmark API, with tools for email, templates, bounces, messages, stats, and suppressions, including a read-only mode.

zonnepanelendelen/postmark_mcp

EasyAirClaim MCP Server

by davidvv

This MCP server provides tools for developers to query, create, and manage test data for the EasyAirClaim application, including customers and flight delay claims. It is intended for development and testing only, with full database access and no authentication.

davidvv/claimplane-mcp

postimat-mcp-server

by mikeinpar

Read-only MCP server for inspecting a neuro auto-posting service's publication pipeline. Allows operators to query channels, publications, errors, and configuration via natural language.

mikeinpar/postimat-mcp-server

ssh-mcp

by sc-ml-cmd

Enables SSH interactive session management through MCP, supporting commands, menus, and session lifecycle operations.

SC-ML-cmd/ssh-mcp

MarkltDown MCP Server

by guido1967-lab

Converts files (PDF, Word, images, etc.) to Markdown within Claude Desktop to reduce token usage.

guido1967-lab/markletdown-mcp

aiTrainer

by dns-szrvs

Personal workout coach MCP server that logs exercises in natural language, tracks progress with SQLite, and provides coaching signals like estimated 1RM and volume trends.

dns-szrvs/aiTrainer

BorealHost MCP Server

by alainsvrd

Agent-native web hosting tools for the Model Context Protocol. Enables purchasing hosting, deploying sites, managing DNS, registering domains, and scaling infrastructure through tool calls.

alainsvrd/borealhost-mcp

BindCraft MCP

by macromnex

Model Context Protocol server for protein binder design using BindCraft via Docker, enabling structure prediction, sequence optimization, and scoring.

MacromNex/bindcraft_mcp

ServiceTitan MCP Server

by voryn-software

Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, Accounting, and more for business management.

Voryn-Software/servicetitan-mcp

test-lnar-hosting-python-postgres

by nexascience

Enables CRUD operations on notes stored in PostgreSQL, with tools to list, create, update, delete notes and tags. The server provides both REST API and MCP endpoints via a single FastAPI process.

NexaScience/test-lnar-hosting-python-postgres

asian-etf-mcp

by ivyyy0601

Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools for LLM agents, enabling market discovery, performance analysis, and momentum tracking.

ivyyy0601/etf-mcp

youtube-mcp

by kpfitzgerald

A FastMCP server providing 25 tools for interacting with the YouTube Data API v3 and YouTube Analytics API. It enables comprehensive management of videos, channels, playlists, and comments, alongside retrieval of performance analytics.

kpfitzgerald/youtube-mcp

science-skills

by jimliu

JimLiu/science-skills

origo-mcp

by origo742-cpu

Provides AI agents with administrator-level control of the Origo Abroad platform via 56 MCP tools wrapping its REST API for students, CRM, loans, and more.

origo742-cpu/origo-mcp

RAG In A Box MCP Server

by devnexsler

Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.

DevNexsler/RAG-In-A-Box