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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.

39,570 MCPs on the index

Page 813 of 792

41/100
tools pending

Expo Dev Build MCP Server

by ryan-crabbe

Enables Claude to interact with physical iOS devices running Expo development builds via USB or network tunnels. It supports capturing screenshots, streaming system logs, managing applications, and retrieving device information through natural language.

ryan-crabbe/expo-dev-build-mcp

41/100
tools pending

go_computer_use_mcp_server

by hightemp

MCP (Model Context Protocol) server in Go for computer automation. Uses robotgo library for desktop automation. Features Mouse control: movement, clicks, dragging, scrolling Keyboard control: key presses, text input, hotkeys Screen operations: screenshots, pixel color, display information Window management: move, resize, minimize/maximize Process management: list processes, search, terminate

hightemp/go_computer_use_mcp_server

41/100
tools pending

MQTT MCP Server

by eduard256

Connects AI assistants to MQTT brokers for smart home automation and IoT device control, enabling topic discovery, sensor reading, command sending, and event monitoring.

eduard256/mqtt-mcp-server

41/100
tools pending

InventorySystem MCP Server

by allansjoseph

A Python MCP server that connects to an Inventory Management System, providing 15 tools for CRUD operations on users, inventory items, and bills.

AllanSJoseph/InventorySystem_MCP_Server

41/100
tools pending

Embedded Debug MCP

by bitshelf

Provides serial debugging for embedded Linux targets, enabling boot log capture, automatic login, crash detection, U-Boot interrupt, and hardware reset via MCP protocol.

bitshelf/serial-debug-mcp

41/100
tools pending

treesitter-mcp

by pwno-io

An MCP server and CLI that uses Tree-sitter to parse and analyze code.

pwno-io/treesitter-mcp

41/100
tools pending

AirTrail MCP Server

by maboukerfa

Enables AI assistants to manage a self-hosted AirTrail flight tracking instance, providing natural language access to flight data, travel history, and statistics.

maboukerfa/AirTrail_MCP_server

41/100
tools pending

uml-search-mcp

by umlcloudcomputing

Enables searching across UMass Lowell domain for people, website content, places, news, and parsing URLs into markdown.

UMLCloudComputing/uml-search-mcp

41/100
tools pending

RHID MCP Server

by miranda-ale

MCP server for integrating with the RHiD (ControlID) API, providing time tracking, employee management, and reporting tools for use in Claude products.

miranda-ale/rhdi-mcp

41/100
tools pending

GoalGorithm MCP Server

by tohoanganhai

Provides soccer match predictions and league statistics using xG data and Poisson distribution models. It enables users to forecast outcomes, analyze team performance, and view league tables across major European football leagues.

tohoanganhai/goalgorithm-mcp

41/100
tools pending

Taobao Sourcing Assistant

by randunun-eng

A local, human-paced MCP server for sourcing products on Taobao/Tmall, extracting per-SKU pricing, variant-linked reviews, and exporting to a comparison spreadsheet.

randunun-eng/taobao-sourcing-mcp

41/100
tools pending

tes-mcp-server

by traia-io

Exposes public weather and climate data through a standardized API, allowing AI agents to retrieve current conditions, 7-day forecasts, and historical data. It enables weather-aware automation and data enrichment for conversational agents and travel planning.

Traia-IO/tes-mcp-server-mcp-server

41/100
tools pending

KTME - Knowledge Tracking & Management Engine

by freepeak

Tracks and manages code changes from Git repositories, generates documentation automatically, and provides AI agents with intelligent access to service documentation through MCP server integration with feature mapping and search capabilities.

FreePeak/ktme

41/100
tools pending

CAD-MCP

by piexl

Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through natural language instructions via the Model Context Protocol. It supports automated drawing of shapes, layer management, and saving designs to DWG files without manual interface interaction.

piexl/CAD-MCP

41/100
tools pending

juba-mcp

by frontalinilucas

An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database for legal summaries and full-text judicial rulings. It enables AI assistants to perform advanced searches across various legal matters from the Supreme Court of the Province of Buenos Aires.

frontalinilucas/juba-mcp

41/100
tools pending

bioportal-mcp

by ncbo

A Model Context Protocol (MCP) server for interacting with the BioPortal API to search and retrieve ontology terms.

ncbo/bioportal-mcp

41/100
tools pending

yfinance MCP Server

by torosent

Provides Yahoo Finance data including stock info, historical prices, dividends, financials, earnings, news, and more through a set of MCP tools, deployable on Azure Functions.

torosent/yfinance-mcp

41/100
tools pending

docx-mcp-server

by okamifeng

Enables AI agents to read, edit, and create Microsoft Word documents (.docx) with support for rich text, tables, and images, deployable locally or via SSE.

OkamiFeng/docx-mcp-server

41/100
tools pending

Fellow MCP Server

by ccsi-sandbox

Enables AI tools to interact with the Fellow.ai API for managing action items, notes, recordings, webhooks, and user info with full CRUD operations.

ccsi-sandbox/fellow-mcp-server

41/100
tools pending

MCP AppleScript

by pietz

Enables Large Language Models to automate macOS applications and execute AppleScript commands through natural language. It features built-in security protections including application allowlists and dangerous pattern detection to prevent unauthorized or risky system operations.

pietz/mcp-applescript

41/100
tools pending

biomarker-mcp

by scmcphub

Enables querying celltype markers from CellMarker database using natural language.

scmcphub/biomarker-mcp

41/100
tools pending

OpenCTI MCP Server

by darkangel-agents

A Model Context Protocol server that connects AI assistants to OpenCTI threat intelligence platforms. It enables natural language interaction for searching threat intelligence, analyzing reports, managing indicators, and monitoring connectors.

DarkAngel-agents/opencti-mcp

41/100
tools pending

Mcp-ZepAi Server

by annamariakv

An MCP server that integrates the ZepAi module to provide long-term memory and retrieval capabilities for AI applications. It allows models to interact with Zep's services through a standardized interface using an API key.

annamariakv/Mcp-ZepAi

41/100
tools pending

imap-2-mcp

by hugoheinzson

Enables AI clients to search IMAP mailboxes with live access and a full-text index covering email bodies and attachments (PDF, DOCX, XLSX, text).

hugoheinzson/imap-2-mcp

41/100
tools pending

nutstore-mcp

by silverze

MCP server for Nutstore cloud storage, enabling AI assistants to manage files via WebDAV with support for listing, searching, uploading, downloading, and more.

silverze/nutstore-mcp

41/100
tools pending

book-recommender

by nalugomesv

MCP server that provides book recommendation tools, allowing an AI agent to search and filter books by genre, page count, and ratings using the Goodreads dataset.

nalugomesv/book-recommender

41/100
tools pending

cb-strategy-mcp

by lozzi1910

An MCP server offering six strategies to filter and analyze Chinese convertible bonds, including dual-low, triple-low, YTM ranking, redemption monitoring, and revision analysis.

Lozzi1910/cb-strategy-mcp

41/100
tools pending

MCP SQL Server

by gigimento

Enables AI assistants to interact with SQL Server databases through tools for connectivity, schema exploration, SQL queries, and OEE metrics analysis.

gigimento/mcp-sql-server

41/100
tools pending

Claud-Ear

by null-phnix

An MCP server that gives AI agents the ability to listen to and understand music/audio files, enabling semantic analysis, stem separation, lyrics transcription, and signal processing via tool calls.

Null-Phnix/claud-ear

41/100
tools pending

CodeAudit Agent

by nimra-pixel

MCP server for AI-powered code security, quality, and performance review. Enables auditing code directly from VS Code via right-click or MCP tools.

nimra-pixel/codeaudit

41/100
tools pending

Bowman Prospects MCP

by kayomichael

Classifies Bowman Prospects baseball cards using image recognition, provides player statistics and market pricing data to determine card value.

kayoMichael/bowman-prospects-mcp

41/100
tools pending

BitScale MCP Server

by featherflow

Connects your BitScale workspace to Claude, allowing you to manage grids, fetch row data, and trigger enrichment runs via natural language. It provides tools for listing grids, checking run status, and retrieving workspace details.

featherflow/bitscale-mcp

41/100
tools pending

hr-faq-rag

by fellgar246

MCP server that enables querying an HR FAQ document via RAG, returning accurate answers and related chunks, and supports index rebuilding and response evaluation.

fellgar246/kunz-mcp-project

41/100
tools pending

GhostMap v2

by samir12218415

Exposes AI-augmented network reconnaissance and evasion capabilities as callable FastMCP tools, enabling natural language orchestration of host discovery, service fingerprinting, CVE mapping, and attack chain synthesis.

Samir12218415/GhostMap-v2-AI-augmented-recon-framework-with-MCP-and-CVE-pipeline

41/100
tools pending

yahoo-finance-mcp

by itjung-source

MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock scanning, quotes, history, and financial statements.

itjung-source/yahoo-finance-mcp

41/100
tools pending

Stock Market Data and Technical Indicators MCP Server

by accelizero

Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

accelizero/stock_mcp

41/100
tools pending

Data Processing MCP Server

by felipevandevelde

A FastMCP server for data processing tasks including CSV, JSON, text analysis, and numeric statistics, enabling users to parse, summarise, filter, convert, and analyze data through MCP tools.

FelipeVandevelde/mcp

41/100
tools pending

AutoPeças MCP Server

by joao-parana

A Python-based MCP server that exposes auto parts inventory data stored in Google Sheets. It enables AI assistants to search, list, and check stock levels for automotive parts via the Model Context Protocol.

joao-parana/mcp-alura

41/100
tools pending

OpenWeatherMap MCP Server

by jezweb

Provides weather data, forecasts, air quality, and location services via OpenWeatherMap API integration.

jezweb/weather-mcp-server

41/100
tools pending

touch-mcp

by benoitliard

High-performance MCP server that enables AI assistants to control TouchDesigner live via WebSocket, providing 37 tools for nodes, parameters, scripting, and more.

benoitliard/touch-mcp

41/100
tools pending

AlphaFold3 MCP Server

by macromnex

Enables AI-powered protein structure prediction and variant analysis via Docker, with tools for submitting predictions, batch processing variants, and monitoring jobs.

MacromNex/alphafold3_mcp

41/100
tools pending

Word MCP Server

by mndambuki

Enables creation and management of Word documents from markdown content, with support for multiple templates and conversion of chat conversations to formatted Word documents.

mndambuki/word-mcp-server

41/100
tools pending

Code-Oracle

by sri-lohith-mulugu

MCP server for automated architectural mapping, security vulnerability detection, ML asset tracking, and code metrics in local repositories.

Sri-Lohith-Mulugu/oracle-server

41/100
tools pending

NEXO Brain

by wazionapps

Cognitive memory for AI agents. Implements Atkinson-Shiffrin multi-store memory (sensory → STM → LTM), semantic RAG with fastembed, Ebbinghaus forgetting curves, trust scoring, and metacognitive guard. 76+ MCP tools. 100% local, MIT licensed.

wazionapps/nexo

41/100
tools pending

DeFi Intelligence Engine

by danteriva45-hub

Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimization & Contract Security. One answer, not raw data.

danteriva45-hub/defi-yield-engine

41/100
tools pending

Elitepvpers SRO PServer MCP

by alvis1337

An MCP server that scrapes elitepvpers.com to provide resources, setup guides, and troubleshooting tools for hosting Silkroad Online private servers. It allows users to search for opcodes, server files, and community releases through natural language queries.

Alvis1337/elitepvpers-mcp

41/100
tools pending

Sticky Notes

by anish-1101-lab

Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system

anish-1101-lab/mcp-notes-making

41/100
tools pending

Copr MCP

by fedora-copr

Provides tools to interact with Fedora Copr, enabling users to manage projects, builds, and packages through natural language.

fedora-copr/copr-mcp

41/100
tools pending

mcp-slim-proxy

by sam-ueckert

An MCP proxy that minifies tool schemas to reduce context tokens, supporting minify and defer modes for efficient tool access.

sam-ueckert/mcp-slim-proxy

41/100
tools pending

Finance Agent MCP Server

by ai-hub-admin

Provides real-time stock price data from global markets, including the US, China, India, and Europe, without requiring API keys. It enables AI systems to retrieve financial information from trusted public sources such as NASDAQ, HKEX, and Morningstar.

AI-Hub-Admin/finance-agent-mcp-server

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