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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).

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.

11,271 MCPs on the index

Page 194 of 226

F/36
tools pending

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

F/36
tools pending

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

F/36
8 tools

knowmint

MCP server for KnowMint knowledge marketplace. AI agents autonomously discover, pay for (x402/Solana), and retrieve human experiential knowledge.

Sou0327/knowmint

F/36
tools pending

NS Lookup MCP Server

A simple MCP Server that exposes the nslookup command functionality

wgr1984/ns-lookup-mcp

F/36
tools pending

Firebase MCP

MCP Server to interact with any Firebase Project

robertodevs/mcp-firebase

F/36
tools pending

mcp_shell_server

An MCP server capable of executing any terminal command securely and efficiently

JMReader/mcp_shell_server

F/36
tools pending

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

F/36
tools pending

YT Transcripter Multilingual MCP

Enables transcription of YouTube videos in multiple languages through an MCP server interface.

GoatWang/YTTranscipterMultilingualMCP

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

MCP Example

MCP demo server

fdmocho/mcp_demo_server

F/36
tools pending

mcp-server

assignment for alaiy internship

SaanidhyaM/mcp-server

F/36
tools pending

Quckstart Mcp Server

mcp server 테스트

abel9851/quckstart-mcp-server

F/36
tools pending

Parallels RAS MCP Server (Python)

MCP server for Parallels RAS using FastAPI

kamalsrini17/parallels-ras-mcp-server

F/36
tools pending

Elixir Linux MCP Server

基于Elixir的Linux源码查询MCP Server

KilluaYZ/elixir_linux_mcp_server

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

MCP 学习项目⚡

个人学习MCP

uoky5217/mcp_server

F/36
tools pending

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

F/36
tools pending

PrimeKG to Neo4j

MCP Server for PrimeKG dataset

dmigo/primekg-mcp

F/36
tools pending

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

F/36
tools pending

MCP Server Implementation

Repository for MCP server implementation

yisu201506/mcp_server

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

MCP Flight Search

MCP Server for flight search using serpAPI service

KVSSetty/mcp-flight-search-server

F/36
tools pending

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

F/36
tools pending

Hello MCP

The minimal Python MCP server implementation with MCP Python SDK.

bioerrorlog/hellomcp

F/36
tools pending

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

F/36
tools pending

GitHub CLI MCP服务器

MCP server on GithubCLI allow you to access private repos

Chenlong-Tao/mcp-githubcli

F/36
tools pending

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

F/36
tools pending

MCP PostgreSQL Demo

Postgres MCP server

Tibiritabara/postgres-mcp

F/36
tools pending

MCP Server

MCP Server for GitHub API Integration

fnf-deepHeading/mcp-server-github-api

F/36
tools pending

Acknowledgments

headless-ida-mcp-server

cnitlrt/headless-ida-mcp-server

F/36
tools pending

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

F/36
tools pending

MCP SSH Server for Windsurf

MCP SSH server for Windsurf integration

yoi-hibino/mcp-ssh-server

F/36
tools pending

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

F/36
tools pending

MCP Server Go

A simple MCP server implementation written in Go

DillonEnge/mcp-server-go

F/36
tools pending

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

F/36
tools pending

jean-technologies/mcp-writer-substack

Model Context Protocol (MCP) server made for interacting with Wikimedia APIs

jean-technologies/mcp-writer-substack

F/36
tools pending

MathCAD MCP Server

MathCAD MCP Server

hvkshetry/mathcad-mcp

F/36
tools pending

Math Agent with Microsoft Word and Gmail Integration

MCP server for Math Agent with Microsoft Word and Gmail Integration

milindchawre/eagv1-s4-mcp

F/36
tools pending

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

F/36
tools pending

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

F/36
tools pending

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

F/36
4 tools

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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