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.
YouTube
Extract and analyze video subtitle data for content understanding.
anaisbetts/mcp-youtube
Quest Apartment Hotels MCP Server
Enables AI assistants to search for Quest Apartment Hotels across Australia by interpreting location-based queries for cities, suburbs, and landmarks. It calculates distances to the nearest properties and provides detailed hotel data including amenities, pricing, and ratings.
weinerac/quest-mcp-2
MCP-ADB
MCP (Model Context Protocol) Server to control Android TV
isseikz/mcp-adb
Process MCP Server
Manages background process sessions via the OpenClaw process tool, allowing users to list, monitor, and control active sessions. It supports retrieving process logs and sending keystrokes or text to running background tasks.
orkuhh/process-mcp-server
LlamaCloud MCP Server
A MCP server connecting to managed indexes on LlamaCloud
run-llama/mcp-server-llamacloud
TranscriptionTools MCP Server
An MCP server providing intelligent transcript processing capabilities, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
MushroomFleet/TranscriptionTools-MCP
KeepGoing MCP Server
Provides AI coding assistants with persistent project memory by capturing development checkpoints during git commits, branch switches, and inactivity. It enables seamless task resumption through tools that retrieve session history, momentum, and synthesized re-entry briefings.
keepgoing-dev/mcp-server
Firebird MCP Server
A Model Context Protocol (MCP) server for Firebird databases. Enables read-only SQL queries and schema exploration.
stagsz/firebird-mcp-server
YouTube Info MCP Server
Extracts YouTube video metadata and transcripts without requiring API keys, enabling users to retrieve video information, captions, and timestamps through web scraping with built-in caching and error handling.
Limecooler/yt-video-info
IOD App
discover and install MCP servers
iodmcp/iodapp
Cloudinary MCP Server
MCP (Model Context Protocol) server for uploading media to Cloudinary using Claude Desktop
felores/cloudinary-mcp-server
Minecraft Survival MCP Server
Enables LLM agents to play and survive in Minecraft by abstracting low-level tasks like pathfinding, building, and crafting into high-level transactional commands. It utilizes a "Helix" architecture to handle execution and coordinate math autonomously, allowing models to focus on strategy and high-level intent.
Netherite-Stack/Minecraft-Survival-MCP-Server
nocobase-mcp-server
An MCP server that enables AI assistants to interact with NocoBase instances for managing collections, UI schemas, flow models, and running API operations. It provides both hand-crafted tools and dynamically generated tools from NocoBase's OpenAPI specification.
puguhsudarma/nocobase-mcp-server
Fullrun — Google Ads for AI Agents
Fullrun is an AI agent that manages Google Ads for you. It monitors your campaigns around the clock, diagnoses problems, adjusts bids, adds missing ad extensions, pauses wasteful keywords, and creates new campaigns all autonomously.
tuckerschreiber/fullrun-cli
mcp-openapi-runner
Turn any OpenAPI spec into MCP tools for Claude — instantly. Point mcp-openapi at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. No custom integration code. No manual tool definitions. One line of config.
saurav61091/mcp-openapi
Nuxt MCP Server on Vercel
Example of creating a MCP server with Nuxt & Vercel.
atinux/mcp-with-nuxt-vercel
BrandCode Studio
Extracts brand identity from websites and Figma files into structured design tokens, brand policies, and AI-consumable guidelines.
brand-system/brandsystem-mcp
Federal Reserve Economic Data (FRED) MCP Server
Provides access to over 800,000 economic time series from the Federal Reserve, allowing users to browse, search, and retrieve data for indicators like GDP and unemployment. It supports custom date ranges and data transformations such as percentage changes or frequency aggregations.
stefanoamorelli/fred-mcp-server
Figma MCP Server
Brings Figma designs directly into MCP-compatible environments to view specifications and export frames as high-resolution images. It features smart section splitting for large frames and integrates with Jira to automatically fetch designs from ticket links.
rui-branco/figma-mcp
Screenshot MCP (macOS)
A macOS-based MCP server that allows for capturing screenshots of displays and windows, as well as recording window activity to MP4 files. It leverages a Swift CLI backend to interact with macOS CoreGraphics and AVFoundation APIs for seamless screen capture management.
FrontMage/screenshot_mcp
Statistics Canada
Access comprehensive Canadian socio-economic datasets and time series data directly. Search for specific data cubes, retrieve detailed metadata, and monitor the latest statistical releases. Fetch historical values and download complete tables for in-depth analysis of Canadian trends.
pranaviate/statscan-mcp
BrowserCat
Enables LLMs to interact with web pages through cloud-based browser automation for navigation, screenshot capture, element interaction, and JavaScript execution without local browser installation.
browsercat/browsercat-mcp-server
EKS MCP Server
A Model Context Protocol server that provides programmatic access to Amazon EKS clusters, allowing AI assistants to manage and interact with Kubernetes resources. It exposes cluster operations like listing pods as callable tools through a standardized interface.
Kalyani-Bambal/eks-mcp-server
Lenny's Podcast MCP
Enables searching and retrieving transcripts from over 280 episodes of Lenny's Podcast to access expert product and growth insights. It allows users to query by topic, list available episodes, and fetch full interview transcripts directly through Claude.
akshayvkt/lenny-mcp
302_browser_use_mcp
Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox.\n\n自动创建一个远程浏览器,完成你指定的任务,基于Browser Use + Sandbox开发。
302ai/302_browser_use_mcp
Tencent Ads
MCP server exposing 358 tools for the Tencent Ads Marketing API v3.0 with OAuth token auto-refresh.
andyleimc-source/tencent-ad-mcp
AgentPay
BTC-native payment protocol for AI agents with zero-gas micropayments, hold invoice escrow, and Lightning Network interoperability.
alefnt/agentpay
Appwrite MCP server
MCP to connect LLMs to Appwrite
christyjacob4/mcp-server-appwrite
wanderlog-mcp
Wanderlog-mcp is an MCP server that lets LLM agents plan and edit Wanderlog trip itineraries — adding places, hotels, notes, and checklists to any day, managing trip dates, and searching for destinations. It turns a conversational prompt into a fully built-out travel itinerary with practical details interleaved between each stop.
shaikhspeare/wanderlog-mcp
Mental Health MCP
This MCP server provides emotional support through a rule-based system that analyzes user messages for emotional patterns and returns structured responses with self-care suggestions. It acts as a conversational assistant with ethical limitations, avoiding clinical diagnoses while offering supportive guidance.
carolinefebraga/mental_health_mcp
MCP Media Processing Server
A Node.js server implementing Model Context Protocol (MCP) for media processing operations, providing powerful video and image manipulation capabilities.
maoxiaoke/mcp-media-processor
MCP Server Starter
mcp demo for
GreatAuk/mcp-weather
System Stats MCP Server
Provides real-time Linux system monitoring for CPU load, memory usage, disk space, and process activity. This server enables users to retrieve comprehensive performance metrics and resource utilization data through a standardized interface.
orkuhh/system-stats-mcp-server
Parallels RAS MCP Server
A read-only MCP server that provides visibility into Parallels Remote Application Server infrastructure, policies, and sessions through the RAS REST API. It enables AI assistants to query site settings, published applications, and license status without performing any modifications.
RMITBLOG/ParallelsRAS_MCP
mcp-server-s3
MCP server for AWS S3 — list buckets, browse objects, upload/download files, and generate presigned URLs.
ofershap/mcp-server-s3
MCP Proxy
A TypeScript SSE proxy for MCP servers that use stdio transport.
punkpeye/mcp-proxy
mcp-wechat-server
A WeChat robot server based on the Model Context Protocol that enables AI agents to send and receive messages and manage typing status. It provides tools for QR code login, long-polling message retrieval, and persistent state management across various MCP clients.
Howardzhangdqs/mcp-wechat-server
ThinMCP
A local MCP gateway that compresses multiple upstream servers into two tools, search and execute, to minimize model context usage. It provides a compact, code-driven interface for discovering and calling tools across various upstream sources on demand.
VenkatGGG/ThinMCP
paraph-mcp
MCP server for the Paraph e-signature API that enables AI tools to fill PDF forms and manage electronic signing workflows. It provides tools for template management, document filling, sending signing requests, and tracking signing progress.
servants-of-the-server-fire/paraph-mcp
mpv
Control mpv media player playback, playlists, YouTube streaming, and downloads via AI agents.
arijit-gogoi/mpv-mcp-server
Network AI
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)
Jovancoding/Network-AI
Retrieval-Augmented Thinking MCP Server
MCP server for retrieval augmented thinking and problem solving
stat-guy/retrieval-augmented-thinking
searxng-mcp
An MCP server that wraps a local SearXNG instance to provide private, customizable web search capabilities. It enables AI assistants to perform queries with support for specific parameters like results limits, language, and time ranges.
baadir/searxng-mcp
ManaMurah MCP Server
ManaMurah MCP Server
manamurah/mcp-server
OilPriceAPI
Real-time and historical oil, gas, and commodity prices. 40+ energy commodities including Brent Crude, WTI, Natural Gas, LBMA Gold/Silver, EU Carbon, and refined products. Get current prices, compare commodities, view market overviews, and access historical data — all through natural language. Used by energy traders, fintech companies, and researchers worldwide.
OilpriceAPI/mcp-server
Greenlight
Visual status indicator that displays colored terminal backgrounds to signal AI work progress states
bigph00t/greenlight
DuckDuckGo & Felo AI Search
Provide fast, privacy-friendly web and AI-powered search capabilities with integrated content and metadata extraction. Enhance your AI assistants by enabling comprehensive web scraping without requiring API keys. Optimize performance with caching and secure usage through rate limiting and user agent rotation.
OEvortex/ddg_search
glin-profanity-mcp
Content moderation and profanity detection MCP server with 19 tools, 24 language support, leetspeak/Unicode obfuscation detection, context-aware analysis, batch processing, and user tracking for AI-powered content safety.
glincker/glin-profanity
ssh-mcp-server
Enables secure remote command execution and bidirectional file transfers on SSH servers through the Model Context Protocol. It features robust security controls including command whitelisting, credential isolation, and support for multiple SSH connection profiles.
classfang/ssh-mcp-server
SudoMock
Product mockup rendering API for e-commerce and print-on-demand. Upload Photoshop PSD templates, render photorealistic mockups by placing your designs onto smart object layers. 9 tools including AI-powered render (no PSD needed), template management, and account info. Supports remote HTTP (OAuth) and local stdio (npx) transports.
sudomock/mcp-server
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