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.
chrome-devtools-mcp
MCP server for Chrome DevTools
ChromeDevTools/chrome-devtools-mcp
CNCjs MCP Server
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.
brs077/CNC-design-control-MCP
bytedance/UI-TARS-desktop
MCP server for browser use access
bytedance/UI-TARS-desktop
ArcadeDB MCP Server
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
ArcadeData/arcadedb
GitHub
Provides a robust GitHub API bridge using TypeScript and Zod, enabling developers to automate repository operations through conversational interactions.
upstreetai/ia-mcp
mockhero
Generate realistic relational test data with 156 field types, 22 locales, and foreign key integrity. One API call seeds your entire database.
dinosaur24/mockhero
deepl-mcp-server
MCP server for DeepL translation API
DeepLcom/deepl-mcp-server
PDF MCP Server
Enables LLMs to read and extract content from PDF files with high-fidelity LaTeX recognition and layout awareness using a Python-based extraction engine. It includes a robust Node.js fallback and supports page range filtering for efficient processing of large documents.
wowuz/mcpPdf
ContextForge MCP Gateway
A comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.
IBM/mcp-context-forge
assistant-ui/assistant-ui
MCP server for assistant-ui documentation and examples
assistant-ui/assistant-ui
MemOS Memory Management
MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.
MemTensor/MemOS
Manifold Markets
Integrates with Manifold Markets prediction markets, enabling market search, analysis, betting, and portfolio management with precise limit orders and advanced filtering.
bmorphism/manifold-mcp-server
Website Builder MCP Server
An MCP server for automated website generation that transforms Excel spreadsheets and structured data into responsive portfolios, catalogs, and directories. It enables users to create complete websites, add pages, and generate components through natural language and template-based integration.
pmkhairnarr/website-builder-mcp
MediaWiki MCP Server
Enables LLM clients to interact with any MediaWiki wiki, supporting page creation/editing, search, file uploads, category browsing, and page history retrieval. Supports multiple wikis with OAuth2 or bot password authentication for both public and private wikis.
cryptograss/pickipedia-mcp
NGSS Standards Explorer
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. Plan cohesive curriculum units with suggestions for compatible standards.
Sallvainian/ngss-mcp
Flappy Bird MCP App
Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.
sin4ch/flappy-bird-mcp
AI Meta MCP Server
A dynamic MCP server that allows AI to create and execute custom tools through a meta-function architecture
alxspiker/ai-meta-mcp-server
aica - AI Code Analyzer
aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.
dotneet/aica
Spreadsheet Remote MCP Server
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, supporting reading, writing, and creating spreadsheets via a remote MCP server using SSE.
MasahiroOkamura-MAC/spreadsheet_local_mcp_server
TripGo MCP Server
Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.
skedgo/tripgo-mcp-server
mcp-server-backlog
MCP Server for backlog
kazuhideoki/mcp-server-backlog
MCP DevOps Plan Server
Enables work item management in DevOps Plan systems, allowing users to create, retrieve, filter, and delete work items, as well as manage applications, projects, components, and work item types through natural language.
mrchris2000/mcp-devops-plan
MCP App Workers Template
A production-ready template for building MCP servers on Cloudflare Workers that expose tools with interactive React-based UI widgets, demonstrating anime search functionality using the Jikan API.
khandrew1/mcp-app-doom
evmscope
Description: EVM blockchain intelligence toolkit for AI agents. 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across 5 EVM chains. Zero config, no API keys required.
calintzy/evmscope
MCP Gemini Server
This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.
bsmi021/mcp-gemini-server
smaregi-mcp
Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.
fujioka0729/smaregi-mcp
BPS MCP Server
Enables AI clients to access official Indonesian statistical data from Badan Pusat Statistik (BPS) through natural language queries. It provides over 20 tools for retrieving demographic, economic, and trade data with support for bilingual responses and fuzzy domain matching.
setiapam/bps-mcp-server
Airtable MCP Server
Provides comprehensive access to the Airtable Web API, enabling AI assistants to create and manage bases, tables, fields, records, views, and webhooks with support for 25+ field types, batch operations, and enterprise features.
loticdigital/airtable-mcp
Enhanced Obsidian MCP Server
Enables seamless integration between AI models and Obsidian knowledge bases with 25 advanced tools for note management, intelligent search, AI-powered content analysis, auto-linking, tag management, template systems, and knowledge graph generation.
jianruidutong/obsidian-mcp
Anki Connect MCP Server
Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.
sergey-mamulchenko/anki-mcp
edstem-mcp
Exposes the full Ed Discussion API to MCP clients, enabling users to manage threads, comments, and course activity through natural language. It provides comprehensive tools for searching and posting content, featuring automatic conversion from markdown to Ed's internal XML format.
rob-9/edstem-mcp
MCP Image Extractor
MCP server which allow LLM in agent mode to analyze image whenever it needs
ifmelate/mcp-image-extractor
Metrx MCP Server
An MCP server for Metrx — provides tools for construction, healthcare, logistics, manufacturing, and legal mid-market businesses to query and analyze their operational data via AI.
metrxbots/mcp-server
mcp-model-proxy
A minimal local MCP server that wraps any Claude Messages API-compatible upstream into a unified ask_model tool. It enables MCP clients to interact with these models through a standard tool interface using stdio transport.
jfdjaf/claude-model-mcp
Eufy RoboVac
Integrates with Eufy RoboVac devices through local network discovery to provide complete vacuum control including cleaning operations, configuration management, status monitoring, and device location features.
appleton/sam
nspady/google-calendar-mcp
Google Calendar MCP Server with extensive support for calendar management
nspady/google-calendar-mcp
XMind Generator MCP
An MCP server that enables users to generate structured XMind mind maps with hierarchical topics, notes, and labels through natural language. It features automatic file saving to the local Documents folder and can automatically open generated maps in the XMind application.
Y1L1N10/liyilin-xmind-generator-mcp
krzysztofsurdy/sniffo
MCP server for Sniffo codebase knowledge graph
krzysztofsurdy/sniffo
Google Calendar MCP Server
Enables interaction with Google Calendar services through the Model Context Protocol using a Service Account. It allows MCP-compatible clients to manage calendar events and integrate calendar data via the Google Calendar API.
despinozap/mcpserver_google-calendar
UI Preset MCP Server
Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.
ncsound919/OG-Glass
Shopify Store MCP Server
Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.
Brahim-Benzarti/Shopify_store-MCP
Google Tasks MCP Server
Integrates with Google Tasks to enable searching, listing, creating, updating, and deleting tasks through MCP tools. It provides a comprehensive interface for managing task lists and individual task details via the Google Tasks API.
tonywmnix/gtasks-mcp-cf
mcp-fred
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providing access to over 800,000 economic time series like GDP and unemployment. It enables AI agents to search for data, retrieve metadata, and fetch historical observations directly from the St. Louis Fed.
PetrefiedThunder/mcp-fred
PortOne Global MCP Server
Enables searching and reading of PortOne documentation, including OpenAPI schemas and product guides, through the Model Context Protocol. It allows AI agents to easily access and integrate payment-related technical specifications into their workflows.
iamport-intl/portone-global-mcp-server
DayuanJiang/next-ai-draw-io
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview
DayuanJiang/next-ai-draw-io
Agent Never Give Up
Structured thinking tools to help coding agents recover from stuck states
askman-dev/agent-never-give-up-mcp
Hacker News MCP Server
Hacker news MCP server
pskill9/hn-server
Dex MCP Server
A Model Context Protocol (MCP) server for comprehensive contact relationship management through the Dex API
alpabon73/dex-mcp-server
figmad-mcp
Enables AI agents to interact with Figma to create, read, and manage designs using the Figma REST API and a dedicated plugin. It supports advanced features like UI generation from text, webpage reconstruction in Figma, and design token synchronization with codebases.
toro1221/figmad-mcp
MCP WebSearch Server
Enables web searching via Google Search and AI Mode, plus advanced web scraping capabilities including content extraction in multiple formats, link extraction, and batch scraping of multiple URLs.
galangw/mcp-websearch
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