The MCP Trust Index.

vision-mcp

by akash143antor

An MCP server that analyzes images using OpenRouter's Gemini Flash model, supporting local file paths and URLs.

akash143antor/vision-mcp

Twilio MCP

by brennerspear

Enables sending SMS text messages through Twilio's messaging service with a simple send_text tool that supports configurable recipients and messaging service integration.

BrennerSpear/twilio-mcp

Android Tester MCP

by zhenweiwang1990

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

zhenweiwang1990/android-tester-mcp

MI PANA APP MCP Server

by cdepool

Enables management of ride-sharing operations including searching for available drivers, calculating dynamic fares, creating and tracking trips, and monitoring driver statistics in real-time using Supabase as the backend.

cdepool/mipanaapp-mcp

wave-mcp

by noahmcgraw

Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing, customer management, products, transactions, bills, estimates, taxes, businesses, and financial reporting through Wave's GraphQL API.

NoahMcGraw/wave-mcp

Tandoor MCP Server

by mc-mario

Enables interaction with Tandoor recipe management system to create, manage, and search recipes, as well as create and auto-generate meal plans with automatic ingredient and keyword creation.

mc-mario/tandoor-mcp

Code Reader MCP Server

by gdncomm-ruthsan-r

An MCP server that connects to your GitHub repositories, detects API changes, and provides context for Cursor to automatically generate test cases.

gdncomm-ruthsan-r/code-read-mcp-server

WeatherAPI MCP Server

by weatherapicom

Real-time weather, forecasts, astronomy, marine data for 200+ countries

weatherapicom/weatherapi-mcp

google-chat-mcp

by mohn93

MCP server for Google Chat that enables managing spaces, messages, members, reactions, attachments, and GIFs through the Model Context Protocol.

mohn93/google-chat-mcp

broisnischal/registry-mcp

by broisnischal

Unified MCP server for searching, analyzing, and managing packages across npm, JSR, Deno, and multiple CDN providers with auto-detection.

broisnischal/registry-mcp

MCP Web Scraper

by reclaimergold

A Model Context Protocol server that scrapes static HTML with BeautifulSoup for analysis by MCP clients.

ReclaimerGold/mcp-web-scraper

Reddit MCP Server

by thecorpmurtaugh

Provides read-only access to Reddit through 8 tools for searching, browsing, and retrieving posts, comments, and user data, compatible with any MCP client.

TheCorpMurtaugh/Reddit-MCP-Server

Agile MCP Server

by juliankimmig

Turn your LLM into an agile project management assistant for user story creation, sprint planning, and progress tracking, all with local storage.

JulianKimmig/agile_mcp

ScoutlyMCP

by rexrk

Enables AI assistants to retrieve SMS messages from Android devices via ADB.

rexrk/ScoutlyMCP

commands-mcp

by listenai

An MCP server that lets you define and run custom shell commands via YAML templates, with built-in tools for flashing and serial communication in embedded development.

LISTENAI/commands-mcp

auto_video_mcp

by fancyboi999

One-stop automated video generation MCP service integrating digital human cloning, voice cloning, video/audio creation, and web content aggregation for LLMs.

fancyboi999/auto_video_mcp

ARL MCP Improved

by shaoshi17

An MCP server for AI security analysis, enabling vulnerability scanning, sensitive information leak detection, and GitHub code leak monitoring via 48 tools.

Shaoshi17/arl-mcp-improved

Prometheus MCP Server Extended

by yh1401

Enables querying real-time and historical server performance metrics (CPU, memory, disk IO, load, TCP) from Prometheus via Node Exporter.

yh1401/prometheus-mcp-server

Minted MCP Server

by markmhendrickson

Enables interaction with Minted.com to retrieve address book contacts, order history, and delivery information for recent card orders.

markmhendrickson/mcp-server-minted

Gemini Image Generator MCP Server

by jonchun

Generate and transform images using Google's Gemini AI through the Model Context Protocol (MCP).

jonchun/gemini-image-mcp

dev-memory-mcp

by kurious-george

MCP server providing Claude with persistent, local memory for tracking architectural decisions, dead ends, and project context across conversations.

Kurious-George/dev-memory-mcp

anndata-mcp-workshop

by dschaub95

Enables interaction with AnnData objects via the Model Context Protocol, allowing querying and manipulation of annotated data matrices for single-cell genomics.

dschaub95/anndata-mcp-workshop

Postman MCP

by logesh-works

Sync your API code into Postman collections — body, params, auth, responses, tests, and examples — with zero manual fill, straight from Claude Code.

logesh-works/postman-mcp

todo-assistant

by viksnekristians

Manages TODO tasks with operations like add, list, complete, update, and delete, stored in a JSON file.

viksnekristians/todo-mcp

Trip Tracker MCP Server

by skywall34

A Model Context Protocol (MCP) server that provides access to a trip tracking SQLite database. This server enables AI assistants to query and manage flight trip information including users, airports, and flight details.

skywall34/trip-tracker-mcp

julia-mcp

by aplavin

Enables AI assistants to execute Julia code efficiently with persistent sessions, avoiding startup costs and maintaining state across calls.

aplavin/julia-mcp

Hologres

by aliyun

Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows.

aliyun/alibabacloud-hologres-mcp-server

Microsoft Calendar MCP Server

by jairosoft-com

Enables fetching and managing Microsoft Outlook calendar events within date ranges through natural language, using Azure AD authentication and dual transport support for compatibility with Claude Desktop and other MCP clients.

jairosoft-com/mcp-server-outlook-calendar

graphrag-local

by e2its

Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for private, offline document retrieval. Provides tools to search, add documents, and check the RAG status, enabling Claude to reason over user's own notes, code, and papers without cloud dependencies.

e2its/graphrag-local

Litmus

by spectrexf

An MCP server that lets an AI agent backtest, risk-check, and audit trading strategies, determining if a strategy is overfit or actually works.

Spectrexf/litmus-mcp

GitHub MCP Server

by xiao-rx

An MCP server that enables AI agents to directly manage GitHub repositories, including PRs, issues, and code search, using natural language.

Xiao-rx/github-mcp-server

TalkAPI

by prakhar7824

Enables conversational API testing via MCP, allowing users to make HTTP requests, decode JWT tokens, and validate JSON schemas through natural language.

prakhar7824/TalkAPI

AI Agent History RAG MCP Server

by no13productions

Provides persistent, searchable memory across AI coding agent and chat history (Claude Code, Codex, Gemini CLI, ChatGPT, and more) via retrieval-augmented generation, enabling semantic and hybrid search to retain context across sessions.

no13productions/ai-agent-history-rag-mcp

MCP Tool Server

by sushma9903

Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.

sushma9903/mcp-server

Skills MCP Server

by chameleonbr

Centralized, sandboxed MCP server to manage, execute, and expose advanced Agent Skills to any MCP-capable framework or low-code platform.

chameleonbr/skills_mcp_server

Content Creator MCP Server

by niknshinde

An MCP server for content creation that extracts video transcripts, scrapes web articles, and performs web searches.

niknshinde/mcp-content-research

General-Purpose MCP Database Server

by miekxd

Provides LLMs with full PostgreSQL database access, including tools for query execution, schema management, and data export. It also features a dedicated insights system for storing business memos and supports both local stdio and remote HTTP transport.

miekxd/general-database-fastMCP

TurboQuant Tools

by freezevii

MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.

FreezeVII/turboquant-tools

Huawei Cloud MCP Servers

by lexcodee

Provides MCP servers for managing Huawei Cloud ECS, CodeArts Pipeline, and CTS audit logs with unified JWT authentication and role-based access control.

lexcodee/huaweicloud-mcp-server

docs-mcp

by artemartemov

A secure MCP server providing intelligent documentation search across multiple frameworks using ChromaDB vector storage, enabling semantic search and integration with AI tools.

artemartemov/docs-mcp

Evolution MCP Server

by matheuslarcher

MCP server for managing WhatsApp instances and sending messages through Evolution API.

MatheusLarcher/evolution_mcp

scopus-mcp

by josetra44

Enables AI agents to search and retrieve academic papers, author profiles, and citation data from the Scopus database via MCP tools.

JOSETRA44/scopus-mcp

godot-mcp-docs

by nihilantropy

Provides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and features directly in their chat interface.

Nihilantropy/godot-mcp-docs

Garmin MCP Server

by kritsanan1

Provides access to Garmin Connect data including daily health metrics, activity tracking, real-time GPS via LiveTrack, and training readiness through 12 tools.

kritsanan1/garmin-mcp

Reexpress Model-Context-Protocol (MCP) Server

by reexpressai

Reexpress Model-Context-Protocol (MCP) Server

ReexpressAI/reexpress_mcp_server

BMKG MCP Server

by revomkg

An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.

revomkg/mcp-bmkg

Duma

by zoltanpetrik

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

zoltanpetrik/duma

Research Citations MCP Server

by sebastianboehler

An MCP server for searching and citing research papers using RAG, enabling semantic search, citation finding, and question answering over a collection of PDF papers.

SebastianBoehler/citations-mcp

MCP MQTT Light Controller

by dshenaf

Enables control of smart lights through MQTT messaging protocol, supporting operations like turning lights on/off and adjusting brightness levels from 0-100.

dshenaf/mcp-mqtt-light

ya-reviews-mcp

by mrkhachaturov

MCP server that scrapes Yandex Maps business reviews and company info, exposing them to AI assistants via three tools. No API key required, uses headless browser.

mrkhachaturov/ya-reviews-mcp