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.
MCP SAP GUI Server
MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input.
mario-andreschak/mcp-sap-gui
🚀 ⚡️ locust-mcp-server
A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.
QAInsights/locust-mcp-server
Wikipedia
Provides direct access to Wikipedia content through five tools for searching, retrieving summaries, accessing full articles, getting random pages, and changing languages.
algonacci/mcp-wikipedia
Fess MCP Server
MCP server for interfacing with Fess search engine.
g-fukurowl/fess-mcp-server
天气 MCP 服务器
这是一个基于 FastMCP 构建的天气查询 MCP 服务器
qianyan/weather-mcp-server
Bazel
Integrates with Bazel build systems to enable target building, test running, dependency analysis, and source file identification without requiring command-line syntax knowledge.
aaomidi/mcp-bazel
YouTube Translate
Enables access to YouTube video transcripts, translations, summaries, and subtitle generation through a simple API interface for research, content analysis, and multilingual video accessibility workflows.
brianshin22/youtube-translate-mcp
NearbySearch MCP Server
An MCP server for nearby place searches with IP-based location detection.
kukapay/nearby-search-mcp
cursor_agents
use mcp server to add a team of experts into the agent flow
junchenfeng/cursor_agents
Up Bank MCP Server
MCP (Model Context Protocol) server implementation for Up Bank's API
stuliston/up-bank-mcp
Financial Analysis MCP Server
A MCP server to power your LLM with financial analysis capabilities
cristianleoo/fin-mcp
MCP Server SPARQL
An MCP server for querying SPARQL endpoint.
ekzhu/mcp-server-sparql
PubTator MCP Server
🔍 A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.
JackKuo666/PubTator-MCP-Server
Brave Search
Integrates with Brave Search API to enable web searches and local business lookups via natural language queries.
arben-adm/brave-mcp-search
MCP WebSocket Server
This server implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates.
virajsharma2000/mcp-websocket
ROADrecon Analyzer
Exposes Azure AD security data collected by ROADrecon for analyzing tenant security posture, identifying privileged users, evaluating MFA status, detecting stale accounts, and assessing PIM implementation.
atomicchonk/roadrecon_mcp_server
strava-mcp
An MCP server for Strava users
anton-mcquinn/strava-mcp
Google Workspace
Integrates with Google Workspace to enable document creation, search, and management across Drive, Docs, and Sheets using OAuth authentication and multiple transport modes
adexltd/mcp-google-suite
mcp-ssh-toolkit-py
mcp-ssh-toolkit-py is a powerful MCP server for secure SSH command execution via Model Context Protocol.
VitalyMalakanov/mcp-ssh-toolkit-py
Spotify Playlist Curator MCP Server
MCP server that can analyze your Spotify playlists and use Claude to recommend songs based on the mood, vibe, BPM, and other musical attributes.
lechiffre1/Spotify-Playlist-Curator-MCP-Server
Tagesschau
Provides a bridge to Tagesschau's news API for retrieving and analyzing German news articles across categories like domestic, foreign, economic and sports coverage
a2xdeveloper/tagesschau-mcp-server
MCP Google Calendar Server
A Model Context Protocol (MCP) server implementation for Google Calendar integration. Create and manage calendar events directly through Claude or other AI assistants.
markelaugust74/mcp-google-calendar
Perplexity
Connects AI assistants to Perplexity's API for real-time web search and specialized reasoning capabilities through perplexity_ask and perplexity_reason tools.
alcova-ai/perplexity-mcp
Zonos TTS MCP for Linux
Zonos MCP server modified for Linux and GPU optimizations.
angrysky56/Zonos-TTS-MCP-Linux
GoScry
GoScry is a server application written in Go that acts as a bridge between a controlling system (like an LLM or script) and a web browser.
copyleftdev/goscry
WebSockets MCP Math Demo
Demo of MCP client/server using durable objects for trackings state
dinasaur404/math-mcp
Medullar MCP Server
Medullar MCP Server
medullar/medullar-mcp-server
SketchUp
Enables AI control of 3D models in SketchUp through a WebSocket-based system that provides tools for creating, transforming, and modifying components, applying materials, performing boolean operations, and executing Ruby code directly in the modeling environment.
bearnetwork-brnkc/sketchup-mcp
Tavily Search
Integrates with Tavily search API to enable natural language web queries for retrieving up-to-date, contextual information from across the internet.
arben-adm/tavily-mcp-search
Mcp Autotest
Utility for autotesting MCP servers
strowk/mcp-autotest
Amazon S3
Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files directly from conversations.
c4pt0r/mcp-server-s3
python-mcp-server
Building Python MCP Server
sawantudayan/python-mcp-server
OpenAI MCP Server
Query OpenAI models directly from Claude using MCP protocol.
pierrebrunelle/mcp-server-openai
Zerodha
Integrates with Zerodha trading platform to enable authentication, portfolio management, order placement, market data retrieval, and SIP setup for automated trading workflows.
aptro/zerodha-mcp
🔥 ALAPI MCP Server
这是一个基于 [ALAPI](
ALAPI-SDK/mcp-alapi-cn
Azure AI Agent Service + Azure AI Search MCP Server
Model Context Protocol Servers for Azure AI Search
farzad528/mcp-server-azure-ai-agents
Notion MCP Integration
A simple MCP integration that allows Claude to read and manage a personal Notion todo list
danhilse/notion_mcp
Mailchimp
Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.
bryangsmith/mailchimpmcp
Wireshark-MCP Integration Toolkit
Wireshark Packet Analyzer with MCP Integration This project integrates the MCP (Message Communication Protocol) server with Wireshark to analyze and interact with network packets. The tool enables packet capture, analysis, and management using MCP while leveraging Wireshark's Lua scripting capabilities.
shubham-s-pandey/WiresharkMCP
sec-edgar
punitarani/sec-edgar
Brave Search
Integrates with Brave Search to enable web and local business searches with detailed information retrieval, including ratings, hours, and descriptions for both general queries and location-based data.
anath2/research-llama
mcp-scaffold
*Under Development* Scaffold for testing and developing with MCP Client and Server
tmcarmichael/mcp-scaffold
mastra-ai/mastra
MCP server for registry registry services.
mastra-ai/mastra
FTP Server Manager
Enables direct FTP and FTPS server management through natural language commands for remote file operations including directory listing, file transfers, and folder creation.
alxspiker/mcp-server-ftp
OmniTaskAgent
A multi-model task management system that enables intelligent task creation, decomposition, status tracking, and dependency management through natural language, with support for integration into editors via MCP protocol and connection to various professional task management systems.
acnlabs/OmniTaskAgent
Agent360 Browser
Real Chrome browser control with CAPTCHA solving and multi-session support.
agent360dk/browser-mcp
Maple
Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.
omar2001ramadan/mcp
cyanheads/git-mcp-server
A secure and scalable Git MCP server enabling AI agents to perform comprehensive Git version control operations via STDIO and Streamable HTTP.
cyanheads/git-mcp-server
SellerChamp MCP Server
An MCP server that enables AI agents to manage multi-marketplace e-commerce operations by connecting to the SellerChamp API. It supports inventory reporting, cross-listing analysis, order management, and bulk updates across platforms like Amazon, eBay, and Shopify.
WowWashington/sellerchamp-mcp
hkchao/findtime-mcp-server
Production-parity MCP server for the findtime.io Time API
hkchao/findtime-mcp-server
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