The MCP Trust Index.

MCP Server

by geoaziz

A persistent backend that reduces AI agent context window bloat by centralizing memory, tools, and logic, enabling lean prompts and scalable multi-agent architectures.

GeoAziz/mcp-server

systerd-lite

by rintaro-s

An AI-Native OS Core that enables LLMs to autonomously monitor, control, and optimize Linux systems with 200+ system control tools covering process management, security, containers, and self-editing capabilities.

rintaro-s/sisterd_lite

MCP Mempool

by jaducku

An MCP server that provides AI agents with real-time and historical Bitcoin network data by wrapping the mempool.space WebSocket and REST APIs. It enables tracking addresses, monitoring blocks, and retrieving transaction details or fee estimates through natural language.

jaducku/mcp-mempool

PR-Reviewer

by attikpo-akrabal-godwin

Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.

attikpo-akrabal-godwin/PR-Reviewer

agentic-patterns

by agentpatternscatalog

Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding agents to search, retrieve, and recommend patterns, recipes, frameworks, methodologies, and anti-patterns.

agentpatternscatalog/mcp

libvirt-mcp

by matiasvara

Experimental MCP server for Libvirt

MatiasVara/libvirt-mcp

personal-llm-wiki-kit

by repisto

Enables querying a local wiki through MCP-style tools, including search, Q\&A, and knowledge map, with a web viewer for human browsing.

repisto/personal-llm-wiki-kit

wayland-mcp

by someaka

Provides screenshot, analysis, mouse and keyboard control tools for modern Linux desktops via Wayland.

someaka/wayland-mcp

MCP JustWatch Server

by kkrizka

Enables searching for movies and TV shows and retrieving streaming availability data across multiple platforms and countries.

kkrizka/mcp-justwatch

Web-Scout

by uppermoon0

Enables AI-powered web searches using DuckDuckGo with automatic summarization via Google's Gemini AI. Supports both summary and detailed analysis modes for search results.

UpperMoon0/Web-Scout

VidTranslate MCP Server

by sonuji8252-creator

Enables AI-powered translation of YouTube videos into localized versions with synthesized voiceovers and avatar videos. Supports the full content pipeline from transcript extraction and translation to video generation and publishing across social platforms.

sonuji8252-creator/vidtranslate-mcp

codex-mcp-agent

by 1worldcapture

Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task execution, with safe and writable modes.

1WorldCapture/codex-as-mcp

MCPizza - Enhanced

by dshanklin-bv

An educational MCP server that enables users to browse Domino's menus, find coupons, and configure customized pizza orders via natural language. It demonstrates complex tool orchestration and real-time API integration for order validation and pricing, though final placement is limited by CAPTCHA.

dshanklin-bv/mcp-pizza

n8n-mcp

by shifusen329

A Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.

shifusen329/n8n-mcp

mcp-browser

by souhailmerroun

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

souhailmerroun/mcp-browser

expense-tracker-mcp-server

by sayouncdr

MCP server for tracking personal expenses using FastMCP and SQLite, enabling adding, listing, updating, deleting expenses and summarizing by category via natural language tools.

SAYOUNCDR/Expense-Tacker-MCP-Server

Skyscanner MCP Server

by shadyvb

Enables flight and airport search capabilities through Skyscanner, allowing users to find flight options, compare prices, and locate airports using natural language.

shadyvb/mcp-skyscanner

yummy-research-mcp

by yeom

Exposes overseas and domestic macro/market statistics as MCP tools, including market sentiment and valuation indices like CNN Fear & Greed and KOSPI Buffett Index.

Yeom/yummy-research-mcp

Product MCP Telegram Bot

by balychevtsev-coder

This MCP server enables product management and mathematical calculations through a Telegram bot interface. It allows users to view, search, and add products to a database using natural language commands.

balychevtsev-coder/MCP

FRED API MCP Server

by dracepj

Enables searching and retrieving economic data from the Federal Reserve Economic Data (FRED) API, including time series, categories, releases, and popular indicators.

dracepj/fred-mcp

bichon-mcp

by pras-labs

MCP server that enables AI agents to search and read locally-archived emails via the Bichon email archiver API, without exposing Gmail or IMAP credentials.

pras-labs/bichon-mcp

thewardn-mcp

by gtrotter13

Governance wrapper for MCP servers that intercepts and evaluates every Claude tool call against policy, with verdicts including CLEARED, HELD, or BLOCKED, enabling oversight and escrow for human review.

gtrotter13/thewardn-mcp

cdisc-mcp

by teninq

Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate clinical research data management.

Teninq/cdisc-mcp

hvac-quotes

by marceausolutions

Enables HVAC equipment Request for Quote (RFQ) management via MCP, allowing users to submit RFQs, check status, and compare quotes from distributors.

MarceauSolutions/hvac-quotes-mcp

SQL Server MCP Server (Diamond Inventory)

by dhruvipatel712

Enables safe, read-only querying and schema exploration for Microsoft SQL Server databases with preconfigured Diamond Inventory support, multiple database management, and optional HTTP API.

DhruviPatel712/mcp_server

cuba-memorys

by leandropg19

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

LeandroPG19/cuba-memorys

Memvid

by angrysky56

Converts text content and PDFs into searchable video-based memory systems using H.264/H.265 encoding, enabling semantic search and chat interactions with encoded content for persistent knowledge storage and retrieval.

angrysky56/memvid_mcp_server

trip2g

by trip2g

Self-hosted knowledge mesh with built-in MCP server enabling AI agents to search and retrieve notes across federated hubs.

trip2g/trip2g

MaaMCP_CC

by arcelibs

Enables Claude Code to directly control Android emulators or Windows windows for MaaFramework pipeline development, with features like screenshot with grid, template cropping, and real-time recognition testing.

Arcelibs/MaaMCP_CC

WeatherServer

by ngangu63

Provides weather data including current conditions, humidity, wind speed, sunrise/sunset, and 7-day forecast via Open-Meteo APIs, discoverable and callable by LangChain agents.

ngangu63/WeatherMcp

Discord Decision MCP

by yarang

Enables AI agents to request user decisions and send notifications via Discord when human intervention is required during autonomous tasks. It supports blocking questions with custom options, progress reporting, and persistent state for seamless remote task management.

yarang/discord-decision-mcp

Magnetics SME MCP Server

by jkearney126

Provides specialized tools for electromagnetics and magnetic circuit analysis, including field calculations, material property lookups, and unit conversions. It enables AI agents to perform precise physics computations and reason through complex engineering problems using real-world equations.

jkearney126/maxwell_bot

mcp-clipboardify

by fluffypony

Provides clipboard access tools (get and set) for AI assistants via the Model Context Protocol, enabling seamless clipboard operations across platforms.

fluffypony/mcp-clipboardify

MCP Weather Server

by dilmurodmak

Provides real-time weather information for any location using FastMCP.

DilmurodMak/mcpweather

Crypto MCP Server

by nielsen642

Provides real-time and historical cryptocurrency market data using ccxt, enabling users to fetch live prices, historical candlestick data, and stream real-time ticker updates across multiple exchanges.

Nielsen642/Crypto_MCP_Server

MCP Code Reviewer

by whtan410

An AI-powered server for code analysis, requirements validation, and automated fix proposals with human-in-the-loop confirmation. It supports multiple LLM providers and ensures safe file modifications through automatic backups and path validation.

whtan410/mcp_code_review

LeaveManager

by umamaheswararao04

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

umamaheswararao04/leavemanager-mcp-server

A11y Expert MCP

by elizabeth1979

An accessibility expert MCP server that provides AI coding assistants with real-time access to WAI-ARIA patterns, code review, contrast checking, and WCAG guidance for writing accessible code from the start.

Elizabeth1979/a11y-expert-mcp

timeweb-mcp

by evgeninho69

Local MCP server for Timeweb Cloud that enables running any twc CLI command and provides shortcuts for managing servers, apps, and account.

evgeninho69/timeweb-mcp

mlctl

by isouravsengupta

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

isouravsengupta/mlctl

GitHub MCP App Shim

by incognita-labs

A lightweight stdio-to-http relay that enables the GitHub MCP server to authenticate using a GitHub App instead of a Personal Access Token. It automatically manages fine-grained permissions and short-lived tokens for secure, organizational AI agent workflows.

incognita-labs/github-mcp-shim

Graphiti MCP Demo

by kartikk-26

Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memory, persisting context in Neo4j.

Kartikk-26/Graphiti-MCP-Demo

MelviChat MCP Server

by melvi24

Enables AI clients like Cursor and Claude Desktop to interact with the MelviChat platform through the Model Context Protocol. It provides a standardized interface for consuming MelviChat API services within AI development tools.

melvi24/MCP-CHAT-IA

Housecall Pro MCP Servers

by buildwithbeacon

A collection of over 20 specialized MCP servers that enable LLMs to manage customers, jobs, scheduling, invoicing, materials, and more in Housecall Pro's field service management system.

BuildWithBeacon/housecallpro-mcp

ToolBridge

by alexlaguardia

A governed MCP server for integrating AI agents with customer data, featuring role-based access control, field redaction, and human-in-the-loop approval for secure support operations.

AlexlaGuardia/toolbridge-demo

youtube-mcp

by ppiai

MCP server for YouTube Data API v3 enabling video search, channel lookup, trending content, comments, and playlist management.

PPiai/youtube-mcp

safe-oas2mcp

by noezeke

A safe gateway to convert OpenAPI specs into MCP tools with secure defaults, risk inspection, and confirmation gates.

noezeke/safe-oas2mcp

Jira CLI MCP

by benomahony

A Model Context Protocol (MCP) server that wraps the Jira CLI tool, exposing Jira commands through MCP resources, tools, and prompts for AI assistant integration.

benomahony/jira_cli_mcp

runwayMCP

by satovarb16

runwayMCP enables job seekers to evaluate US job postings by automatically checking a company's H-1B sponsorship history using real USCIS data, helping them avoid wasting time on roles that won't sponsor visas.

satovarb16/runwayMCP

PEP MCP Server

by ribbit-br

Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs) directly from official sources like peps.python.org. It enables users to query active PEP titles and fetch document content or focused excerpts through natural language.

ribbit-br/mcp-pep-server