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).
M8ven Verified — three independent tiers
Behavior Verified
We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.
Code Verified
We inspected the source code and checked that its capabilities match what the tool descriptions claim.
Publisher Verified
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.
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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
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
mcp-fashion-server
by kimkeunwoo-ose
AI 기반 여성 의류 쇼핑몰 콘텐츠 자동화 시스템
Kimkeunwoo-OSE/mcp-fashion-server
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
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
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
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
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
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
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
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
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
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
hotels-skill
by anmoldureha
Enables real-time hotel search and pricing data from Booking.com for AI agents and Claude.
Anmoldureha/hotels-skill
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
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
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
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
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
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
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
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
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
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
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
weather-mcp
by peican996
Provides US weather alerts by state and forecasts by coordinates using the National Weather Service API.
peican996/weather-mcp
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
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
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
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
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
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
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
StepFunMCP
by weidafeng
Integrates StepFun API to enable calling text, vision, image generation, and speech models through MCP.
weidafeng/StepFunMCP
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
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
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
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
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
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
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
MCP Multi-Server Gateway
by moaaz01
Aggregate, route, and orchestrate multiple MCP backend servers behind a single MCP endpoint.
moaaz01/mcp-multi-server-gateway
DSAengine: Rust-Powered Algorithm Intelligence for AI Agents
by svm19
sVm19/DSAengine
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
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
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
mcp-server-interview
by matilarrazabal
Enables managing todo lists and tasks through natural language, supporting creation, status changes, and deletion.
matilarrazabal/mcp-server-interview
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
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
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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