The MCP Trust Index.

support-rules-mcp

by sfc-gh-cconner

A Snowflake-hosted MCP server that provides comprehensive rules for troubleshooting Snowflake issues, building stored procedures, and creating reproductions.

sfc-gh-cconner/support-rules-mcp

mcp-guap

by ehlvg

MCP server for ГУАП's student portal enabling AI agents to manage tasks, materials, and reports.

ehlvg/mcp-guap

FPL Advisor MCP Server

by gowtham-vimalan

An MCP server that provides Fantasy Premier League advice, including transfer suggestions, captain recommendations, and differential player discovery.

gowtham-vimalan/FPL-ADVISOR-MCP

PostgreSQL MCP Server

by physci

Enables querying PostgreSQL database metadata including table lists and schema information through the MCP protocol. Supports stdio transport for Cursor/IDE integration as well as HTTP transport with health check endpoints.

PhySci/mcp

Groq MCP Server

by liewcc

Enables lightning-fast inference using Groq models through MCP clients, supporting vision, speech, batch processing, and agentic tasks.

liewcc/groq-agentic-mcp

confluence-vectorless-rag

by piter5285

Enables querying Confluence documents through agentic reasoning over hierarchical document trees, replacing vector similarity with structural navigation.

piter5285/vectorless-agentic-RAG

Ontario Data Catalogue MCP Server

by sanchorelaxo

Provides access to Ontario open government data through the CKAN API, enabling dataset search, organization browsing, and resource data queries.

sanchorelaxo/ontario-data-mcp

WHOIS

by bharathvaj-ganesan

WHOIS domain lookups

bharathvaj-ganesan/whois-mcp

MCP Installer

by anaisbetts

Install and configure additional MCP servers dynamically.

anaisbetts/mcp-installer

selagent

by akshay-rajan

A Selenium-based MCP server that exposes browser automation tools for navigation, interaction, form filling, and assertions, enabling AI agents to control web browsers through natural language.

akshay-rajan/selagent

macOS Office 365 MCP Server

by vairpower

A comprehensive Model Context Protocol (MCP) server for automating Microsoft Office 365 applications (PowerPoint and Word) on macOS through AI agents like Claude and Cline.

vAirpower/macos-office365-mcp-server

wechat_oa_mcp

by kakaxi3019

Enables management of WeChat Official Account content, including creating, publishing, and deleting drafts and materials, through MCP tools.

kakaxi3019/wechat_oa_mcp

aimarket-oracle-gateway

by alexar76

MCP server exposing AIMarket's verifiable oracle capabilities (Platon VRF, Chronos VDF, LUMEN reputation) as agent-callable tools with pay-per-call.

alexar76/aimarket-oracle-gateway

NASA Space Explorer MCP

by m0siq

Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural events, space weather) via natural language queries or menu-based interaction, requiring no API key for basic use.

m0siq/mcp-espacial

beestat-mcp

by lukerweaver

Enables interaction with beestat thermostats via MCP tools, including generic API calls and convenience methods for reading thermostat, sensor, and runtime data.

lukerweaver/beestat-mcp

mythic-index-mcp

by wizkid17

MCP server for Magic: The Gathering card prices, deck analysis, sealed product EV calculations, and investment insights, powered by live data from 5 vendors covering 99K+ cards.

wizkid17/mythic-index-mcp

weather mcp

by tarun-004

A lightweight Model Context Protocol (MCP) server that gives AI assistants the ability to fetch real-time weather data for any city using the OpenWeatherMap API.

Tarun-004/Weather-MCP-Server

pipeflow-mcp

by astralvoidz

PiPeFlow passively tracks AI agent workflow states using a finite state machine, providing tools for declaring, advancing, and auditing pipelines with annotations and reports.

AstralVoidZ/pipeflow-mcp

Unreal-MCP-Ghost

by crispyw0nton

Enables AI clients to control Unreal Engine 5 editor for automated Blueprint authoring, level inspection, actor spawning, and other editor workflows via a local Python MCP server and UE plugin.

CrispyW0nton/Unreal-MCP-Ghost

crunchtools/mcp-trentina

by crunchtools

Secure MCP server for quarantined web content extraction with two-layer prompt injection defense, enabling safe fetching of URLs and reading of files via sanitized markdown output.

crunchtools/mcp-trentina

MCP JIRA Server

by codingthefuturewithai

MCP (Model Context Protocol) server for JIRA integration

codingthefuturewithai/mcp_jira

MCP Atlassian

by saihiteesh

Enables AI assistants to interact with Atlassian Confluence and Jira for searching, updating, and managing content and issues.

saihiteesh/jira-account-mcp

keboola-cli-mcp-server

by davidesner

A deterministic proxy for Keboola CLI operations with automatic git-to-Keboola branch mapping, enabling branch management, CLI command execution, and optional proxy to remote Keboola MCP tools with automatic branch injection.

davidesner/keboola-cli-mcp-server

mcp-captcha-solver

by 2captcha

Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integrating Selenium and 2Captcha.

2captcha/mcp-captcha-solver

tdsql-mcp

by ksturgeon-td

An MCP server that turns Teradata Vantage into a full-stack analytics agent platform, providing AI agents with structured knowledge of Teradata's native functions for correct and optimal SQL analytics.

ksturgeon-td/tdsql-mcp

tradingview-finance MCP Server

by henrikxyz

An MCP server providing Model-usable tools to fetch real-time quotes, historical price charts, fundamental datasets, SEC filings, economic/earnings calendars, option chains, and corporate bond data from TradingView.

henrikxyz/tvfinance-mcp

mcp-code-mode

by jame0077

Enables safe execution of Python code with AI assistance and integration with Model Context Protocol tools.

Jame0077/mcp-code-mode

runn-mcp-server

by gemini2026

MCP server for the Runn API, enabling resource management and reporting through natural language.

gemini2026/runn-mcp-server

unicefstats-mcp

by jpazvd

MCP server for UNICEF child development statistics. Query 790+ child-focused indicators across 200+ countries with disaggregations by sex, age, wealth quintile, and residence. No API key required.

jpazvd/unicefstats-mcp

Jupyter Mcp Server

by chengjiale150

An MCP service specifically developed for AI to connect and manage Jupyter Notebooks

ChengJiale150/jupyter-mcp-server

TMD Earthquake MCP Server

by amornpan

Provides access to earthquake data from the Thai Meteorological Department (TMD) API. Enables querying recent earthquakes, filtering by location and magnitude, and obtaining statistics.

amornpan/tmd-weather-mcp-stdio-2025-10-07

Hyperliquid MCP Server

by mektigboy

MCP Hyperliquid (

mektigboy/server-hyperliquid

Streamable Pod Shell MCP Server

by jinyoung

Enables AI assistants to create isolated Kubernetes Pod sessions for real-time shell command execution, file management, and Node.js code execution, with automatic TTL-based cleanup.

jinyoung/computer-use-mcp

CodeMentor-AI

by kumar2011ash-cloud

Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, and optimizing code through adversarial peer review and security filtering.

kumar2011ash-cloud/CodeMentor-AI

YouTube MCP Server

by tharun-varshan-s

Enables LLMs to interact with YouTube videos by fetching transcripts, summarizing content, and answering questions based on video context.

Tharun-Varshan-S/youtube-mcp

MarketMind MCP

by mfarhan0304

Enables financial research by providing stock quotes, historical prices, RSI indicators, and AI-generated analyst reports through the Model Context Protocol.

mfarhan0304/MCP-MarketMind

swag-mcp

by jmagar

MCP server for managing SWAG reverse-proxy configurations, including config generation, backups, logs, and health checks. Enables managing nginx subdomain configs for SWAG through a unified action router.

jmagar/swag-mcp

mcp-linux-tools

by gerard-kanters

Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.

gerard-kanters/mcp-linux-tools

scientific-papers-mcp

by tofunori

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

tofunori/scientific-papers-mcp

MemoryStar

by ussdeveloper

A local semantic memory MCP server for AI coding agents that provides persistent, searchable project knowledge including architecture notes, file symbols, git history, progress tracking, and a knowledge graph, all stored locally.

ussdeveloper/memory-star

Patent Big Data MCP Server

by handaas

Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

handaas/patent-mcp-server

Mail.tm MCP Server

by opastorello

Enables AI assistants to manage temporary email addresses via the mail.tm API, including creating disposable inboxes, reading messages, and managing accounts.

opastorello/mailtm-mcp-server

Withings MCP Server

by npab19

An MCP server that connects Claude to Withings health data using OAuth 2.0. Provides 11 read-only tools to access body measurements, activity, sleep, heart rate, and device information from Withings devices.

Npab19/withings-mcp

touch-grass-mcp

by ag-dynamics-gh

Preference-aware events discovery MCP server that aggregates events, restaurants, and cultural activities across multiple sources and re-ranks them against your personal taste profile to surface things you'd actually want to do.

AG-Dynamics-GH/touch-grass-mcp

skill-search

by sowhan

Semantic, on-demand skill retrieval for Claude Code that saves tokens and improves skill discovery by replacing the native skill listing with vector embedding search.

sowhan/skill-search

ocm-mcp

by maorfr

MCP server for Red Hat OpenShift Cluster Manager

maorfr/ocm-mcp

ctroy-code-analysis

by chelseatroy

An MCP server that provides six code review tools for use with Claude Code or any MCP client. Each tool reads a file from disk, pairs its contents with a structured review prompt, and returns the bundle for the LLM to evaluate.

chelseatroy/ctroy-code-analysis

Markitdown MCP Server

by rector-labs

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

RECTOR-LABS/markitdown-mcp-server

MCP Slack Python

by minji337

An MCP server that enables interaction with Slack workspaces through tools for managing channels, sending messages, and retrieving user profiles. It leverages the Slack API and FastMCP to provide functionalities like message history lookup and reaction management.

minji337/mcp-slack-python

MCP Emulator Controller

by teemo4621

Enables control of Android emulators (MumuEmulator or ADB-connected devices) through natural language, supporting app management, screen interactions (tap/swipe), screenshots, and device information retrieval.

Teemo4621/MCP-Emulator-Controller