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.
MCP Workbench MCP Server
Enables AI agents to programmatically inspect, test, and validate other MCP servers by exposing MCP Workbench capabilities as structured tools. It supports automated test spec generation, execution, and detailed failure analysis to ensure server reliability.
raeseoklee/mcp-workbench-mcp-server
DB CLI MCP Server
Provides a unified, read-only interface for executing SQL queries across multiple database engines including SQL Server, MySQL, and PostgreSQL via CLI tools. It features automatic project configuration detection and strict query validation to ensure safe AI-driven data interactions.
firejeff01/sql_cmd_mcp
Open Food Facts MCP Server
MCP Server for OpenFoodFacts.
JagjeevanAK/OpenFoodFacts-MCP
Interleaved Learning MCP Server
Implements cognitive science-backed interleaved learning techniques to create study plans, generate mixed-topic quizzes, manage flashcard decks, and track learning progress for optimal knowledge retention.
sheikhcoders/interleaved-learning-mcp
AGS Extend SDK MCP Server
Provides AI coding assistants with access to AccelByte Gaming Services (AGS) Extend SDK functions and models through searchable symbols and detailed documentation. Helps generate SDK code by exposing context about available functions, models, and templates for creating Extend app projects across multiple languages (Go, C#, Java, Python).
AccelByte/ags-extend-sdk-mcp-server
MCP Memory
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.
Puliczek/mcp-memory
AI Notify MCP
Sends system notifications when AI completes responses in MCP-compatible code editors, with cross-platform support for macOS, Windows, and Linux including customizable titles, messages, icons, and sound effects.
zhiyingzzhou/ai-notify-mcp
Developer Research MCP Server
Provides structured web search capabilities optimized for technical and software development content via providers like OpenRouter. It enables AI agents to perform research and retrieve relevant technical data in a consistent, programmatic JSON format.
ali-nr/developer-research-server
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
Related Identity MCP Server
Discovers related blockchain addresses and domain names for web3 identities across different platforms including Ethereum, Farcaster, Lens, and ENS using next.id's relation server data.
fengshanshan/relate-account-mcp
ManyContacts MCP Server
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to manage contacts, send messages, run campaigns, and configure auto-replies through comprehensive CRM operations.
ManyContacts/mcp
Dex MCP Server
A Model Context Protocol (MCP) server for comprehensive contact relationship management through the Dex API
alpabon73/dex-mcp-server
Image Worker
Provides image processing and cloud storage capabilities through Sharp.js for resizing, transforming, and applying effects to images with seamless uploading to AWS S3, Cloudflare R2, or Google Cloud Storage.
boomlinkai/image-worker-mcp
DragonMCP
Bridges AI agents with Chinese and Hong Kong local services including MTR real-time schedules, Amap navigation, WeChat Pay, Alipay, Didi, and e-commerce platforms.
arthurpanhku/dragonmcp
MCP Image Extractor
MCP server which allow LLM in agent mode to analyze image whenever it needs
ifmelate/mcp-image-extractor
X Tools for Claude MCP
X Tools for Claude MCP: A lightweight toolkit enabling Claude to search Twitter with natural language and display results based on user intent. Get raw tweet data or AI analysis—your choice. Supports advanced Twitter search operators with filters for users, dates, and engagement metrics. Seamlessly integrates with Claude Desktop via MCP.
0xGval/twitter-X-mcp-server
Advocu
Integrates with the Advocu platform to streamline activity reporting for Google Developer Experts, enabling submission of content creation, speaking engagements, workshops, mentoring sessions, and community interactions with detailed metrics tracking.
carlosazaustre/advocu-mcp-server
MCP Server Boilerplate
A starter template for building MCP (Model Context Protocol) servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a foundation with example implementations of tools, resources, and prompts along with installation scripts.
luquitared/duckduckgo-image-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
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
sebastianall1977/gmail-mcp
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads. Automate workflow…
sebastianall1977/gmail-mcp
DeFi Rates MCP Server
Provides AI assistants with access to real-time DeFi lending rates and yield data across 14+ protocols and multiple blockchains. Enables querying borrow/supply rates, comparing platforms, calculating leverage strategies, and finding best earn opportunities.
qingfeng/defi-rates-mcp
Adobe Express MCP Server
Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.
EnventDigital/community-express-dev-mcp
slhad/aha-mcp
A TypeScript MCP server for Home Assistant, enabling programmatic management of entities, automati…
slhad/aha-mcp
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
local-rag
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx
TheWinci/mimirs
🚀 WhatsApp Flows API MCP Server
WhatsApp Flows MCP Server for business to automate survey creation and data collection through WhatsApp platform
Ronnie-Leon76/whatsapp-flows-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
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
Maid-MCP
Gives Claude Desktop a maid personality with Japanese-accented text-to-speech, an interactive visual avatar with 16+ poses and animations, and speech recognition for voice input. Designed for fun rather than productivity.
quinny1187/maid-mcp
nspady/google-calendar-mcp
Google Calendar MCP Server with extensive support for calendar management
nspady/google-calendar-mcp
wp-mcp
A Model Context Protocol server that turns WordPress sites into AI-operable surfaces by exposing CRUD primitives for posts, users, comments, and settings. It supports both local STDIO and remote HTTP transports, allowing AI assistants to manage content and site configuration directly.
rnaga/wp-mcp
Hekkova MCP Server
A permanent memory layer that enables AI agents to mint media and text as encrypted NFTs on the Polygon blockchain with IPFS storage. It provides tools for managing digital 'moments' with customizable privacy levels and secure access control via the Lit Protocol.
Hekkova/hekkova-mcp
Mcp Request
A general-purpose HTTP request service for interacting with multiple APIs
chendatony31/mcp-request
Devpipe MCP Server
Enables AI assistants to interact with devpipe, a local pipeline runner, allowing them to list tasks, run pipelines, validate configurations, debug failures, analyze security findings, and generate CI/CD configs through natural language.
drewkhoury/devpipe-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
mcp-usercall
Run real user interviews from AI agents and retrieve structured insights with themes and verbatim quotes.
junetic/usercall-mcp
Obsidian MCP Local
Enables AI assistants to search, read, create, and modify Markdown notes in local Obsidian vaults directly through filesystem operations. Supports tag-based discovery and frontmatter parsing without requiring Obsidian to be open, facilitating integration with VS Code Copilot via stdio transport.
HenriqueCSouzza/obsidian-mcp-local
Agentset MCP
Agentset MCP Server - Build RAG with Agentic superpowers
agentset-ai/mcp-server
mcp-server-backlog
MCP Server for backlog
kazuhideoki/mcp-server-backlog
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
mcp-services
Multi-tool MCP server for AI agents with 29 tools across web scraping, SEO analysis, screenshot and PDF generation, domain intelligence, content extraction, multi-chain EVM blockchain queries, and security toolkit. Free tier available with no auth required.
san-npm/mcp-services
farmbot-agent
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to manage gardening tasks through tools like gantry movement and device status monitoring. It supports executing Lua scripts and core hardware commands like homing and emergency stops via the Model Context Protocol.
kieranklaassen/farmbot-agent-cli-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
YouTube Music MCP Server
This is a MCP (Model Context Protocol) server that you can use with Cline through Visual Studio Code and ask songs to be played using Youtube Music
mondweep/youtube-music-mcp-server
Code Runner
Execute JavaScript and Python code securely in isolated environments with comprehensive security restrictions. Pass dynamic input variables and receive detailed execution results including output, errors, and resource usage. Benefit from a security-first design that blocks dangerous operations and enforces execution timeouts to protect your system.
dravidsajinraj-iex/code-runner-mcp
AGA-mcp-server
This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.
attestedintelligence/aga-mcp-server
China Weather MCP Server
Enables querying weather forecasts (1-7 days) and meteorological warnings for Chinese cities using the QWeather API. Supports detailed weather data including temperature, humidity, wind, precipitation, UV index, and real-time weather alerts.
nanchengjiumeng/china-weather-mcp
URDB MCP
Search URDB's product integrity database — integrity scores, enshittification events, warranty cuts, and material downgrades across consumer products. Sourced and evidence-backed.
GetMystAdmin/urdb-mcp
Mochi MCP Server
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, searching cards, and creating/updating/deleting cards with safety features like two-phase commits and typed confirmations.
NZ99/mochi-mcp
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