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.
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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
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
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
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
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
treesitter-mcp
by pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
pwno-io/treesitter-mcp
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
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
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
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
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
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
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
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
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
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
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
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
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
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
biomarker-mcp
by scmcphub
Enables querying celltype markers from CellMarker database using natural language.
scmcphub/biomarker-mcp
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
OpenWeatherMap MCP Server
by jezweb
Provides weather data, forecasts, air quality, and location services via OpenWeatherMap API integration.
jezweb/weather-mcp-server
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
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
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
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
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
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
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
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
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
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
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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