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The MCP Trust Index.

M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).

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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

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We inspected the source code and checked that its capabilities match what the tool descriptions claim.

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The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.

Each MCP can earn one, two, or all three tiers independently.

39,570 MCPs on the index

Page 822 of 792

41/100
tools pending

Headless Domains MCP Server

by shadstoneofficial

Enables checking domain availability, WHOIS lookup, domain registration, and bio syncing through the Headless Domains API.

shadstoneofficial/headlessdomains-mcp

41/100
tools pending

PyPen MCP

by d4d25a

Enables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha handling.

D4D25A/PyPen

41/100
tools pending

mcp-fashion-server

by kimkeunwoo-ose

AI 기반 여성 의류 쇼핑몰 콘텐츠 자동화 시스템

Kimkeunwoo-OSE/mcp-fashion-server

41/100
tools pending

MetaTrader MCP Server

by felix-murcia

Enables LLMs to trade on MetaTrader 5 via REST API or MCP tools, supporting market/pending orders, position management, and account info retrieval.

felix-murcia/metatrader-mcp-server

41/100
tools pending

mcp-doc-search

by gituser5525

Enables searching and retrieving documentation files from a local docs folder using a search tool and dynamic resource URIs.

gituser5525/mcp-doc-search

41/100
tools pending

org-mcp

by andyreagan

A Python-based MCP server that provides access to local Org mode files, enabling querying and management of org notes, agenda, and TODOs through natural language.

andyreagan/org-mcp

41/100
tools pending

agent-vrm-mcp

by sunwood-ai-labs

Enables Claude to generate speech from text and express it through a 3D VRM avatar via the AgentVRM engine.

Sunwood-ai-labs/agent-vrm-mcp

41/100
tools pending

boring-news-mcp

by oliviergg

A Python MCP server for fetching and summarizing news articles from the Boring News API by date, category, tags, people, and similarity.

Oliviergg/boring-news-mcp

41/100
tools pending

mcp-patent

by caiuschrom-a11y

MCP server for USPTO patent prior-art search, enabling keyword search, ranking, and date filtering via Claude, Cursor, or Windsurf.

caiuschrom-a11y/mcp-patent

41/100
tools pending

raspi-bash-mcp

by slonnik

Exposes a single tool run_bash for executing arbitrary shell commands on a Raspberry Pi or host, with no security restrictions, using LangChain and Streamable HTTP transport.

slonnik/mcp

41/100
tools pending

agent-storefront

by marmikprajapati-ml

Enables any AI agent to discover, query, and order from a restaurant's storefront via MCP tools. It handles menu lookup, modifier validation, and enforces a mandatory confirmation gate before payment, replacing the human-operated phone line.

MarmikPrajapati-ML/agent-storefront

41/100
tools pending

filevine-mcp

by rosenadvertising

MCP server for Filevine that enables natural language interaction with legal case management, including projects, contacts, tasks, documents, billing, and more via Claude Desktop.

RosenAdvertising/filevine-mcp

41/100
tools pending

FreshRSS MCP Server

by luutuankiet

Enables interaction with a FreshRSS instance to manage RSS feeds, read and organize articles, and handle subscriptions through natural language.

luutuankiet/freshrss-mcp

41/100
tools pending

hotels-skill

by anmoldureha

Enables real-time hotel search and pricing data from Booking.com for AI agents and Claude.

Anmoldureha/hotels-skill

41/100
tools pending

DataClaw MCP Server

by bernardcaldas

AI-first CSV analysis tool that enables AI agents to analyze, query, and audit large CSV files directly within conversations, turning raw data into actionable insights.

bernardcaldas/dataclaw-mcp

41/100
tools pending

VK API MCP Server (FastMCP)

by nikolay1221

Enables AI agents to interact with VKontakte through a unified FastMCP interface, supporting messaging, wall posts, user/group management, and real-time event handling.

Nikolay1221/vk_mcp_server

41/100
tools pending

Cin7 Core Meta MCP Server

by tzenderman

Enables AI to dynamically discover and invoke any Cin7 Core API endpoint using three generic tools (list, describe, invoke) plus a bug-report tool, covering the entire API surface without predefined endpoints.

tzenderman/mcp-cin7-meta

41/100
tools pending

G2 Reviews API MCP Server

by johnisanerd

Enables fetching structured JSON reviews from G2 product pages, including ratings, pros/cons, reviewer details, and optional product metadata.

johnisanerd/Apify-G2-Reviews-API

41/100
tools pending

Douyin Creator Platform MCP Server

by hexi4764

Automates the Douyin Creator Platform to manage login states and publish image-text content via the MCP protocol. It enables users to check authentication status, manage cookies, and automate article publishing with titles, text, and images.

hexi4764/douyin-tuwen-mcp

41/100
tools pending

SkillStrata

by mirabilitum

Enables automatic discovery and reuse of tools from Claude Code execution traces. Provides MCP tools that are distilled from real work, allowing you to reuse previously written scripts without manual effort.

mirabilitum/SkillStrata

41/100
tools pending

Google Workspace MCP Server

by naikamol76

A Python-based MCP server that integrates Google Docs and Gmail, allowing appending text to documents and creating email drafts with terminal approval prompts.

naikamol76/gmail_gdoc_mcp_server

41/100
tools pending

Zero Network MCP Server

by zzero-net

Provides AI agents with access to Zero Network documentation, SDK integration guides, and utility tools for crypto-based payments. It enables developers to implement x402 paywalls and per-tool MCP pricing while offering real-time cost estimations and revenue calculations.

Zzero-net/mcp-server

41/100
tools pending

Aviation Weather MCP Server

by basicbill

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

basicbill/aviation-weather-mcp

41/100
tools pending

NetSuite AI Connector

by rithvikillandula

Governed MCP bridge that lets AI clients query live ERP data via SuiteQL, saved searches, and records, with role-based permissions and full audit logging.

RITHVIKILLANDULA/netsuite-ai-connector

41/100
tools pending

notion_summary_server

by jinyonghyun

MCP server that automatically saves summaries of AI papers or stock articles to a Notion database.

JinyongHyun/notion_summary_server

41/100
tools pending

weather-mcp

by peican996

Provides US weather alerts by state and forecasts by coordinates using the National Weather Service API.

peican996/weather-mcp

41/100
tools pending

Internship Scout & Quality of Life MCP Server

by c-r-lewis

Integrates Eurostat quality-of-life metrics and real-time job searching to help users find international internships in high-ranking European cities. It enables ranking cities based on personalized criteria like safety or transport and retrieves structured internship listings via the Tavily API.

c-r-lewis/n8n-international-internship-scout

41/100
tools pending

MCP System Info Server

by driti2906

A lightweight MCP server that provides real-time hardware statistics including CPU, memory, disk, and NVIDIA GPU usage. It enables users to monitor system performance and retrieve comprehensive host machine specifications through a standardized interface.

DRITI2906/mcp

41/100
tools pending

Goldilocks MCP Server

by stfc

Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of k-point spacing and generation of k-point grids for structure files with configurable confidence levels.

stfc/goldilocks-mcp

41/100
tools pending

BioE234 MCP Starter

by ucb-bioe-genetic-design-automation

Framework for building bioengineering automation tools that AI assistants can call via the Model Context Protocol, handling server registration and tool discovery automatically.

UCB-BioE-Genetic-Design-Automation/ucb-bioe-genetic-design-automation-2026_bioe234-final_project-mcp-gemini-minimal

41/100
tools pending

NPS Chatbot MCP Server

by itu-itis22-kombak22

MCP server enabling NPS chatbot interactions, summaries, topic analysis, and example comments via natural language.

itu-itis22-kombak22/nps-chatbot-mcp

41/100
tools pending

comfyui-mcp

by swayamjoshi87

Exposes a remote ComfyUI instance for image generation through an on-demand GPU wrapper, allowing users to generate PNG images from prompts and manage the ComfyUI lifecycle via MCP tools.

SwayamJoshi87/comfyui-mcp

41/100
tools pending

BingX MCP Server

by jools333

Enables LLM agents to access BingX cryptocurrency exchange market data and execute trades through the official API, with support for account management, order creation, and technical indicators.

jools333/bingx-mcp

41/100
tools pending

StepFunMCP

by weidafeng

Integrates StepFun API to enable calling text, vision, image generation, and speech models through MCP.

weidafeng/StepFunMCP

41/100
tools pending

Data Analytics MCP Toolkit

by chenjellay

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

ChenJellay/trying_IBM_MCP

41/100
tools pending

Memory

by alexfayers

SQLite-backed persistent memory server with FTS5 full-text search, entity relationship tracking, and project scoping for AI agents.

alexfayers/mcp-memory

41/100
tools pending

mcp-toolkit

by yoshilol0526

A general-purpose MCP server providing web search, persistent memory storage, and secure code execution capabilities. It enables AI agents to search the web, store and retrieve data, and run Python/JavaScript code in sandboxed environments.

YoshiLoL0526/mcp-toolkit

41/100
tools pending

idalib-mcp-headless

by nyaoouo

A headless MCP server that manages multiple independent IDA Pro worker processes for reverse engineering, supporting database operations and debug tools.

nyaoouo/idalib-mcp

41/100
tools pending

Rohlik MCP Proxy

by newpaw

Enables interaction with the Rohlik grocery delivery service through MCP by proxying requests with automatic authentication header injection.

Newpaw/rohlik-mcp-proxy

41/100
tools pending

OAuth MCP Server

by walkerpauldavid

An MCP server for OAuth 2.0 authentication supporting Device Code and Client Credentials flows, enabling secure token management for MCP applications.

walkerpauldavid/oauth_mcp_server

41/100
tools pending

Rally MCP Server

by data-engineering-mcp

Enables AI assistants to retrieve Rally work items by FormattedID using HTTP Basic Authentication.

Data-Engineering-MCP/rally-mcp-server

41/100
tools pending

MCP Multi-Server Gateway

by moaaz01

Aggregate, route, and orchestrate multiple MCP backend servers behind a single MCP endpoint.

moaaz01/mcp-multi-server-gateway

41/100
tools pending

DSAengine: Rust-Powered Algorithm Intelligence for AI Agents

by svm19

sVm19/DSAengine

41/100
tools pending

Students Architecture MCP Server

by cesarrl23

Enables CRUD operations on student records via REST API and MCP interface, with configurable JSON or SQLite persistence.

CesarRL23/MCP

41/100
tools pending

PR-Splitter-MCP

by polly2014

An MCP server that intelligently splits large pull requests into multiple smaller ones for improved code review and KPI tracking, integrating seamlessly with coding-flow.

Polly2014/PR-Splitter-MCP

41/100
tools pending

Oumi MCP Server

by aniruddh-alt

Provides access to over 500 pre-configured YAML templates and guided workflows for fine-tuning, training, and evaluating LLMs like Llama and DeepSeek. It enables AI assistants to search for recipes, retrieve configurations, and validate parameters for various machine learning tasks.

aniruddh-alt/oumi-mcp

41/100
tools pending

mcp-server-interview

by matilarrazabal

Enables managing todo lists and tasks through natural language, supporting creation, status changes, and deletion.

matilarrazabal/mcp-server-interview

41/100
tools pending

SEO Overview MCP Server

by minhdo01011990-glitch

Automates SEO report generation from Google Drive data via Claude Desktop, supporting multiple data types and exporting reports in DOCX, HTML, PPTX, and PNG formats.

minhdo01011990-glitch/seo-overview

41/100
tools pending

symbiopulse

by lzk-gh

SymbioPulse is an MCP-first context layer for AI coding agents that builds persistent project memory from directory fingerprints, task-to-file synapses, DNA constraints, and reusable skills, exposing it through MCP tools.

lzk-gh/symbiopulse

41/100
tools pending

ElevenLabs MCP Server

by mafzaal

Enables text-to-speech conversion using ElevenLabs API with voice management, streaming support, and multiple models.

mafzaal/elevan-labs-mcp

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