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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Garmin Connect MCP Server
by tls54
Provides Claude with read-only access to Garmin Connect data including daily health metrics, training status, activity details, and trends through 32 tools.
tls54/Garmin-MCP
University Rankings MCP Server
by mouseminar
Enables querying and analysis of Chinese university discipline assessments, including searching universities and disciplines, filtering by evaluation grades, browsing by province, and generating rankings based on various metrics.
Mouseminar/university_rankings_mcp
metalsmarket-bot
by beratemek
Enables LLM clients to query live and historical metal and commodity prices from metalsmarket.net through an MCP server.
Beratemek/metalsmarket-bot
Lockstep Core
by dandelionrosegroup
An MCP server that gives AI coding assistants persistent memory across sessions with chain-based project tracking, tickets, and structured handoffs.
dandelionrosegroup/lockstep-core
Browser Automation
by janspoerer
Selenium-powered browser automation server that enables web interactions like navigation, clicking, form filling, and scrolling with minimal human supervision for web scraping, testing, and automated browsing scenarios.
janspoerer/mcp_browser_use
1c-templates-mcp
by desko77
MCP server for semantic search of 1C (BSL) code templates with 2262+ community templates, CRUD web interface, and ChromaDB + embeddings for meaning-based search.
Desko77/1c-templates-mcp
DaVinci Resolve MCP Server
by luquimbo
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-compatible client, including playback, project management, media, timelines, color grading, rendering, Fusion, gallery, and Fairlight.
luquimbo/davinci-resolve-mcp
claude-mux-iterm
by grigorilab
Enables communication between Claude Code sessions in iTerm2 panes, primarily for notifying other sessions when a PR is merged to main so they can pull latest changes.
GrigoriLab/claude-mux-iterm
suno-mcp
by codekeanu
Enables AI music generation and management through the Suno API, supporting text prompts, custom lyrics, track status monitoring, and credit management.
CodeKeanu/suno-mcp
Sentient Brain Smithery
by mbpfws
Multi-agent AI system for code development with orchestration, architecture planning, code analysis, semantic knowledge search, and intelligent debugging capabilities powered by SurrealDB and Groq.
mbpfws/sentient-brain-smithery
gnews-mcp-server
by ehabsa
Provides access to the GNews API for searching news articles and retrieving top headlines with advanced filtering options.
ehabsa/gnews-mcp-server
Code Executor MCP Server
by csoai-org
Provides sandboxed code execution for AI agents with support for Python, JavaScript, and shell commands. Includes comprehensive safety features like destructive pattern blocking, timeout protection, and restricted file access for secure production use.
CSOAI-ORG/code-executor-mcp
mcp-cloudflare-crawl
by shihaku1223
Enables LLMs to crawl websites via Cloudflare's Browser Rendering API, providing tools to start, monitor, cancel crawls, and retrieve structured content with AI extraction.
shihaku1223/mcp-cloudflare-crawl
Perforce P4 MCP Server
by perforce
Integrates with Perforce P4 version control system via Model Context Protocol, providing safe read/write tools for changelists, files, shelves, workspaces, jobs, reviews, and server metadata.
perforce/p4mcp-server
Data MCP Server
by patrickoleary
Enables scientific data introspection and visualization of VTK datasets with format-adaptive metadata extraction and interactive 3D visualization through MCP tools.
patrickoleary/data-mcp
Monzo MCP Server
by anastasiakrause
Give Claude AI read-only access to your Monzo bank account through the Model Context Protocol, enabling insights into spending, balances, and transactions via natural conversation.
anastasiakrause/monzo-mcp
spark-trader
by shivamrawat2002
Bridges Spark ASX trading platform with Claude Desktop via MCP, enabling natural language queries for live quotes, positions, P&L, and market analytics.
shivamrawat2002/spark-mcp-bridge
ContextualAgentRulesHub
by oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI agents to access relevant guidelines efficiently and reduce context window usage.
oshvartz/ContextualAgentRulesHub
Movie Database MCP Server
by patw
Enables natural language queries against a MongoDB movie database to search films by title, genre, actor, year, or rating, and retrieve detailed movie information from the sample_mflix collection.
patw/movie-mcp-simple
Competitor Website Change Monitor
by oko300
Enables monitoring competitor websites for price drops, new products, promotions, and content changes directly from Claude or any MCP-compatible AI client.
Oko300/competitor-monitor-mcp
AMM
by lingtravel
Enables automatic memory retrieval and injection for AI conversations to provide continuous learning through semantic search and memory management.
LingTravel/-MCP-Adaptive-Memory-Manager
SQL Server MCP Server
by bulentkeskin-tk
An MCP server that enables querying SQL Server databases via tools for table search, SELECT execution, and table info retrieval.
bulentkeskin-tk/sql-mcp-server
python-sandbox-mcp-server
by cloudywu0410
This is a secure Python code execution server that enables LLMs to run Python code safely in isolated Docker containers, supporting stdout capture and Matplotlib PNG generation.
cloudywu0410/python_sandbox_mcp_server
GOLEM-3DMCP-Rhino-
by thekinghippopotamus
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, programmatic control of Rhino 8 — create geometry, run booleans, drive Grasshopper, capture viewports, and execute arbitrary Python scripts, all through natural language. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible host.
TheKingHippopotamus/GOLEM-3DMCP-Rhino-
chezmoi-documentation-mcp-server
by llamakko
Enables searching, reading, and listing pages from the official chezmoi documentation. Supports caching and Markdown conversion for LLM-friendly access.
llamakko/chezmoi-documentation-mcp-server
knowledge-server
by bwarzecha
Enables LLMs to search and retrieve information from large technical documentation (OpenAPI specs, markdown) via intelligent chunking and semantic search.
bwarzecha/knowledge-server
MotorAPI MCP Server
by shredderalex
MCP server for looking up Danish vehicle information by registration number or VIN via MotorAPI.dk, including vehicle details, environmental data, equipment, and API usage.
ShredderAlex/motorapi-mcp
notebooklm-mcp
by mulyg
An MCP server that gives Claude (and any MCP-compatible agent) full access to Google NotebookLM — create notebooks, upload sources, ask questions, and generate audio overviews, quizzes, flashcards, mind maps, slide decks, videos, and reports.
mulyg/notebooklm-mcp
SEO MCP
by fastmcp-me
A MCP SEO tool service based on Ahrefs data, offering backlink analysis, keyword research, traffic estimation, and more.
fastmcp-me/seo-mcp
verychic-mcp
by jordantete
Search VeryChic hotel deals from any MCP client; browse flash-sale offers, filter by destination or price, and read availability and prices by date. Read-only, anonymous, no account needed.
jordantete/verychic-mcp
Weather MCP Server
by bryankemp
Provides access to National Weather Service data, enabling users to retrieve real-time weather forecasts for specific coordinates and active weather alerts by US state.
bryankemp/weather_mcp
Kafka MCP Server
by shivamxtech
Enables AI agents to interact with Apache Kafka through natural language, supporting operations like producing/consuming messages, managing topics, and querying brokers, partitions, and consumer group offsets.
shivamxtech/kafka-mcp
vuln-mcp-server
by pruthuraut
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testing MCP security tools, featuring confused-deputy, prompt injection, and authorization bypass scenarios.
pruthuraut/vuln-mcp-server
WildberriesToolsMCP
by happyfunnysad
MCP server for retrieving Wildberries product reviews and formatting them as JSON for LLM analysis.
Happyfunnysad/WildberriesToolsMCP
kage-mcp
by lxyct825-ops
A lightweight MCP server for parsing HTML, fetching URLs, rendering terminal-style screenshots, and executing JavaScript on static HTML without external dependencies.
lxyct825-ops/kage-mcp
MCP RAG Server
by egara
Connects to a PostgreSQL database (pgvector) to perform semantic retrieval via the search_documents tool, returning raw document snippets for LLM synthesis.
egara/mcp-rag
Browser Agent MCP Server
by dbwang0130
Provides browser automation capabilities through Claude Desktop and other MCP clients, enabling navigation, screenshot capture, content extraction, and interactive control.
dbwang0130/browser-mcp
trip-search-mcp
by nanwer
Enables Claude to plan trips by performing live searches against Google Flights, hotels, vacation rentals, activities, and events, plus weather and currency conversion.
nanwer/trip-search-mcp
schooldigger-mcp
by pajaydev
Integrates with SchoolDigger's API to search schools, get rankings, and find districts by location. Enables querying school data through natural language.
pajaydev/schooldigger-mcp
SNC Cribl MCP
by atree1023
Enables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.
atree1023/snc-cribl-mcp
zoom-mcp
by aronroyca
Provides AI agents with structured access to Zoom recorded meetings, enabling search, summarization, and action item extraction.
aronroyca/Zoom-MCP
QGIS MCP Server
by bld933
Enables AI agents to interact with QGIS, supporting project management, layer inspection, spatial queries, styling, and map export in both headless and desktop modes.
BLD933/qgis_mcp_server
MCP Agent & Server Ecosystem
by darshanhegdep
An autonomous agent ecosystem that leverages Groq for high-performance reasoning and Playwright for web automation via the Model Context Protocol. It features an interactive CLI and a custom server providing a run_task tool for orchestrating multi-server workflows.
DarshanHegdeP/MCP
junk-filter-mcp
by xiaoyu-ops
An MCP server that provides RSS feed management and LLM-powered article evaluation, enabling AI agents to filter and assess content value.
xiaoyu-ops/junk-filter-mcp
pushover-mcp
by metaember
A tiny MCP server that sends push notifications through Pushover, supporting message, title, priority, sound, URL, and device parameters.
metaember/pushover-mcp
Pavan Madduri — Personal Knowledge MCP Server
by pmady
A Model Context Protocol (MCP) server that exposes a professional profile — certifications, industry articles, open source contributions, and live GitHub activity — as a queryable API for AI agents.
pmady/pavan-profile-mcp
agent-broker
by strommy76
Enables multi-agent communication workflows with consensus arbitration, peer messaging, and operator-mediated collaboration through authenticated MCP tools.
strommy76/agent-broker
UK Weather & Travel Outfit Recommender MCP Server
by tomw66
Combines UK Met Office weather forecasts with travel routing to provide outfit recommendations for walking, cycling, or driving journeys.
tomw66/commute_mcp
Robinhood MCP
by verygoodplugins
Provides read-only access to Robinhood portfolio data for research and analysis. Enables users to query portfolio values, positions, stock quotes, fundamentals, historical data, news, earnings, analyst ratings, and dividends through natural language.
verygoodplugins/robinhood-mcp
Beszel MCP Server
by red5d
Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.
Red5d/beszel-mcp
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