The MCP Trust Index.

BedVibe Mail Bridge

by mormolykos

A local Windows desktop app and MCP server that allows AI assistants to read, search, and draft replies for Gmail, but enforces human confirmation for all destructive actions like sending, deleting, or unsubscribing.

Mormolykos/bedvibe-mail-bridge

excel-mcp-server

by shmaxi

Enables manipulation of Excel files including creating, reading, writing data, formatting, charts, pivot tables, and worksheet management via natural language.

shmaxi/excel-mcp-server-node

microsoft-todo-mcp-server

by vexxhost

MCP server for Microsoft To Do that enables managing task lists, tasks, and checklist items via the Microsoft Graph API with zero-config authentication.

vexxhost/microsoft-todo-mcp-server

Gitrama MCP Server

by gitramallc

Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages, branch creation, PR descriptions, code review, diff analysis, and push operations directly from your AI assistant.

GitramaLLC/gitrama-mcp

Vision QA MCP

by wonderstone843

An MCP server that enables automated quality control for generated images, evaluating them against reference images and rules to return structured scores and issues.

wonderstone843/vision-qa-mcp

gui-user

by yaskawa-global

An MCP server for external computer-use that launches, observes, and interacts with any X11 application via AT-SPI2 accessibility tree and xdotool input injection.

Yaskawa-Global/gui-user

nextcloud-mcp

by tadmstr

MCP server for Nextcloud that exposes occ admin commands, OCS provisioning, and WebDAV file operations as tools.

TadMSTR/nextcloud-mcp

basic-mcp

by eshkook

A minimal MCP server for text processing, providing word count, uppercase conversion, and a summarization prompt template.

eshkook/basic-mcp

ToolMux

by subnetangel

Aggregates multiple MCP servers via a single interface with token optimization and multiple operating modes (Gateway, Meta, Proxy, Search, Code).

subnetangel/ToolMux

Finance App

by youssefaltai

Double-entry accounting service for personal finance with MCP tools, enabling AI agents to manage accounts, transactions, budgets, and analytics via PostgreSQL.

youssefaltai/finance-app

Napari MCP Server

by royerlab

MCP server for remote control of napari viewers via Model Context Protocol, enabling AI-assisted microscopy analysis with Claude Desktop and other LLM applications.

royerlab/napari-mcp

Productivity Tracker MCP Server

by manasamadgul

Enables natural language task management including logging, updating, and summarizing productivity activities across multiple categories using a local SQLite database. It allows users to manage workflows and generate time-based summaries through standardized Model Context Protocol tools.

manasamadgul/Tracker

Trino MCP Server

by thainajardim

Enables querying Trino with SSO via OAuth2 external authentication, compatible with Cursor.

ThainaJardim/trino-mcp-python

mcp-server-webdriver

by vitexus

Enables AI agents to control a real web browser (Firefox) via Selenium WebDriver, supporting page navigation, interaction, and inspection through natural language.

Vitexus/mcp-server-webdriver

gems-mcp

by plutor-05

MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering tools to list systems, get system info, and run simulations.

Plutor-05/gemscli

SSO MCP Server

by dauquangthanh

Provides Azure Entra ID authenticated access to organizational development resources including checklists, process documentation, and workflows with dual-mode authentication support.

DauQuangThanh/sso-mcp-server

gumroad-mcp

by rmarescu

A Model Context Protocol (MCP) server implementation for Gumroad API

rmarescu/gumroad-mcp

korea_weather

by ohhan777

An MCP server that provides Korean weather information from the Korea Meteorological Administration's short-term forecast API, enabling natural language queries about weather conditions such as current weather, rain forecasts, and suitability for outdoor activities.

ohhan777/korea_weather

Article Quadrant Analyzer MCP Server

by vincent623

Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.

vincent623/-Article-Quadrant-Analyzer-MCP-Server

memoh-mcp

by seniorcat

MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-compatible client, providing 26 tools for bots, containers, files, skills, memory, chat, settings, and health.

seniorcat/memoh-mcp

CoinGlass MCP Server

by forgequant

Provides AI agents access to cryptocurrency derivatives analytics through 22 unified tools covering 80+ CoinGlass API endpoints. Enables analysis of open interest, funding rates, liquidations, whale positions, order book data, and market sentiment indicators with plan-aware feature gating.

forgequant/coinglass-mcp

AI Blog MCP Agent

by bhavinxagheda

A local AI-powered research agent that searches the web, fetches real content, and generates grounded answers using a local Ollama model, exposed as an MCP tool for Claude Desktop.

BhavinXAgheda/AI_Blog_MCP_Agent

Simple MCP Server

by tanvirislam-bd

A calculator MCP server providing add and subtract tools, along with file resources and a code review prompt, supporting in-memory, HTTP, and STDIO transports. It also includes a LangGraph ReAct agent example that uses the tools.

TanvirIslam-BD/simple-MCP-server-built-with-FastMCP

angelogiacco/elevenlabs-mcp

by angelogiacco

An ElevenLabs MCP server

angelogiacco/elevenlabs-mcp

clickhouse-mcp

by kevinkda

Read-only MCP server for large-scale cross-sectional quant analysis of US stock market data (1.49 billion rows) using ClickHouse.

kevinkda/clickhouse-mcp

Mailtrap Email Sending MCP

by railsware

An MCP server that provides a tool for sending transactional emails via Mailtrap

railsware/mailtrap-mcp

aspen-mcp

by ddtlxc001

Enables natural language control of Aspen Plus for chemical process simulation, including parameter tuning, batch runs, and result reading.

ddtlxc001/aspen-mcp

MultiversX MCP Server

by multiversx

MCP Server for MultiversX

multiversx/mx-mcp

Outlook MCP Server

by bina165

Provides LLMs with access to Microsoft Outlook email functionality, allowing them to read, search, compose, and manage emails through a standardized MCP interface on Windows.

bina165/outlook_mcp_small

Honeybee-MCP

by loftytao

Enables AI agents to understand, query, and manipulate Honeybee building energy models through natural language via the Model Context Protocol.

LoftyTao/Honeybee-MCP

Maestro MCP

by rmstxrx

Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with unified command execution, file transfer, and dispatch of coding agents across platforms.

rmstxrx/maestro-mcp

Zoom MCP Server

by chadkunsman

Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.

chadkunsman/zoom-mcp

Sepolia FastMCP Server

by oscarthedev15

A Model Context Protocol (MCP) server for interacting with the Sepolia Ethereum testnet, providing debugging tools and blockchain interaction capabilities through the MCP protocol.

oscarthedev15/sepolia-mcp

btdiag

by crsuraj1

Enables AI agents to control Bluetooth audio devices via MCP tools, including battery status, connect/disconnect, find-my, and snoop decoding.

Crsuraj1/btdiag

GPTDARR - Sonarr & Radarr MCP Server

by csmit195

A MCP Server for efficiently managing and automating TV shows and movies in Sonarr and Radarr setups. Simplify your media library management with AI-driven insights and commands.

csmit195/gptdarr

mcp_linux_ssh

by samdoran

Enables running commands over SSH on remote Linux hosts, with logging and standalone executable support.

samdoran/mcp_linux_ssh

code-reviewer-mcp

by arthdh

An MCP server that performs automated code reviews by analyzing git diffs against configurable review standards with custom reviewer personas.

ArthDh/code-reviewer-mcp

Précis-MCP

by precis-finance

Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own financials on your own warehouse, not market data. Open core of Précis. (metric engine · ClickHouse · OIDC · Docker)

precis-finance/precis-mcp

simple_math

by vasuaggarwal0509

A simple MCP server that provides basic arithmetic operations like add and multiply, enabling Claude to perform math calculations.

Vasuaggarwal0509/MCP-Claude-integration

MCP Browser

by bobmatnyc

An MCP server for browser automation and console log capture via a Chrome extension, enabling AI-driven DOM interaction, navigation, and screenshot capabilities.

bobmatnyc/mcp-browser

Redfish MCP Server

by hankerbiao

Enables interaction with Redfish-compliant BMC devices for server management, firmware updates, and hardware monitoring through session-based authentication and standardized API endpoints.

hankerbiao/redfish-mcp

Cloud Tasks MCP Server

by gitskyflux

MCP Server to interact with Google Cloud Tasks

gitskyflux/cloudtasks-mcp

mcp-server-fxmacrodata

by fxmacrodata

Provides access to macroeconomic indicators, FX rates, COT data, commodities, and release calendars through the FXMacroData API for AI agents.

fxmacrodata/mcp-server-fxmacrodata

Screen Vision MCP Server

by avicuna

Enables Claude to capture screenshots, watch your screen in real-time, read text via OCR, and analyze video files, all running locally as an MCP server.

avicuna/screen-vision

Roamio MCP Server

by aryashahprog

Event discovery based on your actual schedule, location, and who's free -- delivered inside iMessage via Poke.

aryashahprog/roamio-mcp

SaC — Software as Content

by software-as-content

Give your AI agent the ability to respond with live, interactive apps that evolve.

Software-As-Content/software-as-content-sdk

mcp-umphreys

by pete-builds

Enables querying Umphrey's McGee setlist data including shows, songs, jam charts, and guest appearances through natural language.

pete-builds/mcp-umphreys

IBM Storage Scale MCP Server

by ibm

Model Context Protocol (MCP) server for interacting with IBM Storage Scale clusters, enabling management of storage resources through natural language.

IBM/ibm-storage-scale-mcp-server

1Password-enabled MySQL MCP Server

by chrisdail

Provides secure MySQL database access using credentials stored in 1Password, enabling AI assistants to query MySQL databases without exposing passwords.

chrisdail/mcp-mysql-1password-server

longmem

by marerem

Hybrid semantic + keyword memory across all your projects. Works with Cursor, Claude Code, and your team.

marerem/longmem