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.
🍲
A MCP Server for Canada's Food Guide - To allow LLM's with preset webscraping tools to fetch recipes.
Aryan-Jhaveri/mcp-foodguidecanada
navigation-agent-mcp
A minimal MCP server providing a normalized API for code navigation and repository inspection through tools like symbol searching and call tracing. It enables AI agents to perform structured analysis of codebases by mapping endpoints, inspecting file trees, and tracing symbol relationships.
j0k3r-dev-rgl/navigation-agent-mcp
MigratorXpress
Cross-platform database migration between heterogeneous systems with DDL translation and data transfer.
arpe-io/migratorxpress-mcp
air-blackbox-mcp
EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.
airblackbox/air-blackbox-mcp
Dremio MCP server
Dremio MCP server
dremio/dremio-mcp
YouTube Content Extractor MCP
Extracts YouTube video metadata, titles, and descriptions along with transcripts generated from subtitles or OpenAI Whisper speech-to-text. This server enables users to retrieve and analyze detailed video content directly within MCP-compatible environments.
custardcream98/youtube-scrap-mcp
OnceHub
The OnceHub MCP Server provides a standardized way for AI models and agents to interact directly with the OnceHub scheduling API
scheduleonce/mcp-server
Garmin MCP Server
MCP server to access Garmin data
Taxuspt/garmin_mcp
Taiwan Health MCP Server
Integrates Taiwan-specific medical data including ICD-10 codes, FDA drug databases, and nutrition information into the Model Context Protocol. It enables AI models to query clinical guidelines, verify medical codes, and convert health data into FHIR R4 standardized formats.
annie25726/Taiwan-Health-MCP-main
Discord MCP Server
Enables AI models to interact with Discord using human-readable channel names and usernames through smart target resolution and automatic mention processing. It provides tools for sending messages, reading channel history, and searching for content without requiring manual snowflake ID lookups.
itzpingcat/discord-mcp
Universal Agent Economy OS
Foundational MCP/A2A-native core platform for secure credential injection, native x402 micropayments, and Agent-to-Agent routing.
sommerhussain/agent-economy-os
Rowan MCP Server
Enables molecular design and simulation through 45 chemistry tools including pKa calculations, geometry optimization, conformer searches, docking, protein cofolding, and ADMET predictions powered by Rowan's computational chemistry platform.
k-yenko/rowan-mcp
kelnix-datamind-curator
AI-Ready Data & Context Engineering API. Connect any data source, query with natural language, clean and standardize data, build AI-ready context packages, and redact PII automatically. 25 free credits on signup.
kelnixsolutions/Kelnix-DataMind-Curator
Edge Delta MCP Server
Edge Delta MCP Server
edgedelta/edgedelta-mcp-server
morosss/sdfsdf
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…
morosss/sdfsdf
Local Business Data MCP Server
Enables access to Google Maps business data including search, reviews, photos, and geocoding. Supports searching businesses by location, area, or coordinates, retrieving detailed business information, reviews, and performing reverse geocoding operations.
BACH-AI-Tools/bachai-local-business-data
OceanBase Kubernetes Control Tool (okctl) MCP Server
okctl's mcp server
lizzy-0323/okctl-mcp-server
mcp-pronotes
An MCP server for Pronote that enables users to access French school data like grades, timetables, and homework through AI assistants. It supports both parent and student accounts, including multi-child management and canteen menu retrieval.
HAL-XP/mcp-pronotes
DICOM MCP Server for Medical Imaging Systems 🏥
Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)
ChristianHinge/dicom-mcp
IOL MCP Tool
An MCP server that enables interaction with the Invertir Online (IOL) trading API through Claude Desktop. It allows users to access their IOL trading account and manage financial operations using natural language.
fernandezpablo85/mcpiol
pyNastran MCP Server
An MCP server that enables AI agents to interact with Nastran FEA models by reading, writing, and analyzing BDF and OP2 files. It provides tools for mesh quality assessment, geometric analysis, and automated report generation for structural engineering workflows.
Shaoqigit/pynastran-mcp
CodeToPrompt MCP Server
Exposes the codetoprompt library to LLM agents for generating comprehensive prompts from directories and retrieving specific file contents. It enables codebase analysis through detailed statistics like token counts and file type breakdowns.
yash9439/codetoprompt-mcp
Meme MCP Server
A Model Context Protocol server for managing, searching, and retrieving local meme images. It automatically hosts memes via a built-in HTTP server to ensure images can be displayed within chat applications.
shengchao73/meme-mcp
Weather MCP Server
Provides real-time weather information for major South Korean cities using the Open-Meteo API. It enables users to check current temperature, humidity, and weather conditions for locations like Seoul and Busan without requiring an API key.
jkf87/weather-mcp
WhatsApp OSINT MCP Server
Enables querying WhatsApp OSINT API to gather intelligence on WhatsApp numbers, including business verification, user status, privacy settings, linked devices, and profile pictures.
BACH-AI-Tools/bachai-whatsapp-osint
SpherePay MCP Server
Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.
danchev/spherepay-mcp
Memory Bank MCP
An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.
spideynolove/memory
Mcp Log Proxy
a web logging proxy for MCP client-server communication
emicklei/mcp-log-proxy
MCP-PostgreSQL-Ops
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only insights with schema discovery and clear maintenance recommendations.
call518/mcp-postgresql-ops
Context Storage
Persistent multimodal context storage with database backends
alex-feel/mcp-context-server
Youtube Mp310 MCP Server
Enables downloading MP3 audio files from YouTube videos by providing a YouTube URL through the Youtube Mp310 API.
BACH-AI-Tools/bachai-youtube-mp310
MCP server for Apache Gravitino(incubating)
MCP server for Apache Gravitino(incubating)
datastrato/mcp-server-gravitino
MCP English Tutor
A professional 1-on-1 English tutoring server that enables AI assistants to provide oral practice, grammar correction, and vocabulary recommendations. It features specialized tools for generating conversation topics, tracking progress, and creating immersive role-play scenarios.
ThanhLong27042003/mcp-server
MCP Atlassian
An MCP server that enables AI assistants to interact with Atlassian Jira and Confluence across Cloud and Server/Data Center environments. It supports tasks like searching and summarizing documentation, managing Jira issues, and creating content through natural language.
crew-of-one/mcp-server--atlassian
Enapter MCP Server
MCP server providing tools for AI-agents to interact with Enapter EMS.
Enapter/mcp-server
RouterOS MCP Server
Enables AI assistants to interact with MikroTik RouterOS devices through API and SSH connections, supporting network monitoring, configuration management, and diagnostics across multiple routers with automatic connection fallback.
sevaepsteyn/routeros_mcp
MCP Memento
A persistent long-term memory server for AI assistants that enables storing and recalling solutions, facts, and decisions with intelligent confidence tracking and relationship mapping. It allows developers to build a cross-platform knowledge base that integrates seamlessly with IDEs and CLI agents.
x-hannibal/mcp-memento
Weather API167 MCP Server
Provides access to comprehensive weather data including current conditions, forecasts, air pollution levels, US weather alerts, earthquake information, and country details using coordinates, place names, or zip codes.
BACH-AI-Tools/weather_api167
teleport-docs-mcp
Enables AI assistants to search and retrieve information from Teleport documentation using a vector database. It provides a tool for semantic vector search over pre-populated embeddings of Teleport pages and examples to assist with technical queries.
greedy52/teleport-docs-mcp
MCP-RLM
An implementation of the Recursive Language Models architecture that enables AI agents to process massive documents by programmatically decomposing them into sub-queries. It allows for cost-effective and accurate reasoning across millions of tokens by treating long-form data as an external environment for root and worker models.
MuhammadIndar/MCP-RLM
Bridge (Windows PC Control)
Provides universal Windows PC control through a cloud relay architecture that connects to a local agent for desktop automation, browser control, and remote assistance with safety approval systems for potentially dangerous operations.
barhamagha1/bridge-mcp
OpticMCP
Provides camera and vision tools for AI assistants to list available cameras, capture images from USB cameras, and save frames to disk for use with LLMs.
Timorleiderman/OpticMCP
Handwriting OCR MCP Server
Model Context Protocol (MCP) Server for Handwriting OCR
Handwriting-OCR/handwriting-ocr-mcp-server
Rebrandly MCP Tool (Go)
MCP Server Rebrandly API
rebrandly/rebrandly-mcp
Simple MCP Server
A self-contained, dependency-free MCP server that provides utility tools for time, date, mathematical calculations, and shell command execution. It supports remote connectivity through SSE and is designed for easy deployment via Docker.
TrueBad0ur/mcp-simple-server
百度智能云AI开放能力MCP Server demo
使用百度AI开放平台MCP Server的demo
Baidu-AIP/mcp-demo
MCP Bear
A Python-based MCP server that provides read and write access to Bear Notes on macOS using SQLite for data retrieval and x-callback-url for modifications. It enables users to search, create, archive, and manage notes and tags directly through a Model Context Protocol interface.
maxim-ist/mcp-bear
ZAI MCP Server
Provides web search, content extraction, and AI summarization capabilities using the GLM-4.7-Flash model. It enables users to perform web searches, fetch website data, and generate concise content summaries through integrated tools.
groxaxo/zai-mcp-server
Binance Futures
Integrates with Binance Futures API to provide real-time market data access and account management functionality for cryptocurrency trading applications.
alexcandrabersiva/bin-mcp
AIOps MCP Servers
The mcp servers for AIOps.
OrchardUniverse/aiops_mcp
For MCP registries
Drop M8ven AT2 into your registry's listing page as a filter, a badge, or a full sandbox report. Webhook + REST + MCP-native. Beta waitlist is open.
Request API accessFor builders
Free trust score, a verified publisher badge for your README, and a listing developers can find before they connect.
Submit your MCP →