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.
AlphaVantage Trader
Integrates with AlphaVantage API to fetch intraday stock data, calculate technical indicators, and generate trade recommendations based on market analysis.
akramsheriff5/mcp-server
Google Forms
Enables creation and management of Google Forms through natural language requests, converting conversational inputs into structured form elements for surveys, feedback forms, and event registrations
adarshp14/google-form-mcp-server
knowmint
MCP server for KnowMint knowledge marketplace. AI agents autonomously discover, pay for (x402/Solana), and retrieve human experiential knowledge.
Sou0327/knowmint
NS Lookup MCP Server
A simple MCP Server that exposes the nslookup command functionality
wgr1984/ns-lookup-mcp
Firebase MCP
MCP Server to interact with any Firebase Project
robertodevs/mcp-firebase
mcp_shell_server
An MCP server capable of executing any terminal command securely and efficiently
JMReader/mcp_shell_server
Inbound Lead Generation
Automates lead generation and enrichment by combining Google CSE discovery, Hunter.io and Clearbit data enrichment, and LinkedIn scraping into a unified API with Redis caching and asynchronous processing for high concurrency.
bashirk/inbound-mcp
YT Transcripter Multilingual MCP
Enables transcription of YouTube videos in multiple languages through an MCP server interface.
GoatWang/YTTranscipterMultilingualMCP
CockroachDB MCP Server
Enables direct interaction with CockroachDB databases in Cursor, allowing users to connect, query tables, execute SQL statements, and manage database connections with automatic reconnection and keep-alive mechanisms.
Swayingleaves/cockroachdb-mcp-server
Command Security Layer
Implements a robust security layer for command processing, utilizing multi-step verification and auditing to enable high-security use cases like critical infrastructure management.
andrew-beniash/mcp-command-server
Time MCP Server
Provides current time information and timezone conversion capabilities using IANA timezone names with automatic system detection. It enables LLMs to fetch local or global times and convert specific timestamps between different regions.
fisher1006/time-mcp
AWS Common MCP Servers with CDK Deployment
Deployable MCP Servers for common AWS services (Location, S3, Aurora PG Data API) using AWS CDK.
vAirpower/aws-common-mcp-servers
MCP Example
MCP demo server
fdmocho/mcp_demo_server
mcp-server
assignment for alaiy internship
SaanidhyaM/mcp-server
Quckstart Mcp Server
mcp server 테스트
abel9851/quckstart-mcp-server
Parallels RAS MCP Server (Python)
MCP server for Parallels RAS using FastAPI
kamalsrini17/parallels-ras-mcp-server
Elixir Linux MCP Server
基于Elixir的Linux源码查询MCP Server
KilluaYZ/elixir_linux_mcp_server
yfinance MCP Server
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news using ticker symbols through the yfinance API.
Otman404/finance-mcp-server
Name Origin Predictor
Predicts the national origin of names using the Nationalize.io API, offering both individual and batch processing with probability scores for demographic analysis and cultural research.
allglenn/mcp-name-origin-server
MCP 学习项目⚡
个人学习MCP
uoky5217/mcp_server
Azure Data Explorer (Kusto)
Integrates with Azure Data Explorer to enable listing databases, retrieving table schemas, and executing KQL queries for data analysis and exploration.
abhirockzz/mcp_kusto
PrimeKG to Neo4j
MCP Server for PrimeKG dataset
dmigo/primekg-mcp
Axiom Context
Integrates Axiom's context-aware AI capabilities with Zed workflows through a customizable command interface for enhanced flexibility and seamless deployment.
axiomhq/zed-axiom-context-server
MCP Server Implementation
Repository for MCP server implementation
yisu201506/mcp_server
Self-hosted AI starter kit (by the n8n team)
pydantic agent workflow using mcp servers to test out advanced retrieval of linked data
cedricdcc/pydantic_lod_test
macOS GUI Control
Enables AI assistants to control macOS applications by capturing screenshots, identifying UI elements, and automating mouse and keyboard actions through the macOS accessibility framework.
atharva-gundawar/macos_gui
Adfin Financial Management
Integrates with Adfin's financial management platform to enable credit control checks, invoice creation, and document uploads through dynamically generated API tools and specialized file system capabilities.
adfin-engineering/mcp-server-adfin
Model Context Protocol (MCP) MSPaint App Automation
A simple Model Context Protocol (MCP) server client code to solve math problems and show the solution in MSPaint application
shettysaish20/MSPaint-MCP-Server
Weather MCP Server
Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.
ropon/mcp_weather
MCP Flight Search
MCP Server for flight search using serpAPI service
KVSSetty/mcp-flight-search-server
Finance MCP Server
A minimal MCP server built with Python that exposes two example tools: one to convert a company name into a stock symbol, and another to fetch financial data from Yahoo Finance. The project focuses on learning how to build and run an MCP server—using a simple financial scenario purely as a demo use case.
esurovtsev/mcp-finance-server-py
Hello MCP
The minimal Python MCP server implementation with MCP Python SDK.
bioerrorlog/hellomcp
Stock Ticker MCP Server
A demo MCP server implementation that provides a single stock search tool which returns a rude message when queried. Primarily serves as a simple example of the Model Context Protocol.
LoSinCos/stock-ticker-mcp
GitHub CLI MCP服务器
MCP server on GithubCLI allow you to access private repos
Chenlong-Tao/mcp-githubcli
Sci-Hub MCP Server
Enables AI assistants to search for academic papers by DOI, title, or keywords and download full-text PDFs from Sci-Hub. It provides a programmatic interface for accessing metadata and scientific literature through the Model Context Protocol.
JackKuo666/Sci-Hub-MCP-Server
MCP PostgreSQL Demo
Postgres MCP server
Tibiritabara/postgres-mcp
MCP Server
MCP Server for GitHub API Integration
fnf-deepHeading/mcp-server-github-api
Acknowledgments
headless-ida-mcp-server
cnitlrt/headless-ida-mcp-server
MTG Deck Manager
Integrates with Magic: The Gathering resources to enable deck management, card drawing, hand manipulation, and Scryfall API searches for comprehensive card information retrieval and game simulation.
artillect/mtg-mcp-servers
MCP SSH Server for Windsurf
MCP SSH server for Windsurf integration
yoi-hibino/mcp-ssh-server
Flex MCP Agent
Flex MCP Agent is an AI-powered agent designed to interface with MCP servers to process and resolve user queries. Simply configure it with MCP servers, and watch it scale effortlessly—no limits, no bottlenecks.
MahithChigurupati/Flex-MCP-Agent
MCP Server Go
A simple MCP server implementation written in Go
DillonEnge/mcp-server-go
Apache Iceberg
Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.
ahodroj/mcp-iceberg-service
jean-technologies/mcp-writer-substack
Model Context Protocol (MCP) server made for interacting with Wikimedia APIs
jean-technologies/mcp-writer-substack
MathCAD MCP Server
MathCAD MCP Server
hvkshetry/mathcad-mcp
Math Agent with Microsoft Word and Gmail Integration
MCP server for Math Agent with Microsoft Word and Gmail Integration
milindchawre/eagv1-s4-mcp
Rhino 3D
Integrates with Rhino 3D's Python scripting environment to enable generation and manipulation of 3D models through geometry creation tools, with all operations requiring explicit user consent via dialog prompts.
always-tinkering/rhinomcpserver
Supernotes to Obsidian
Automates importing Supernotes exports into Obsidian daily notes, formatting content and adding wikilinks for seamless note migration.
al-how/supernotes-to-obsidian
Raindrop.io
Integrates with the Raindrop.io API to enable bookmark creation, searching, tagging, and collection management for automated bookmark organization and retrieval.
anarcher/raindrop-io-mcp-server
MCP Interface Validator
This server automatically validates consistency between AI-generated frontend and backend code by enforcing OpenAPI 3.0 specifications. It injects smart constraints into AI prompts to ensure that generated data structures and API calls remain synchronized across the entire stack.
xiaoxiaofeiya/mcp-interface-validator
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