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The MCP Trust Index.

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).

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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

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We inspected the source code and checked that its capabilities match what the tool descriptions claim.

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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.

23,488 MCPs on the index

Page 267 of 470

71/100 Code
32 tools

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

71/100 Code
8 tools

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

71/100 Code
3 tools

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

71/100 Code
42 tools

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

71/100 Code
23 tools

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

71/100 Code
6 tools

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

71/100 Code
189 tools

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

71/100 Code
6 tools

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

71/100 Code
6 tools

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

71/100 Code
6 tools

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

71/100 Code
2 tools

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

71/100 Code
7 tools

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

71/100 Code
5 tools

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

71/100 Code
15 tools

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

71/100 Code
10 tools

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

71/100 Code
8 tools

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

71/100 Code
46 tools

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

71/100 Code
4 tools

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

71/100 Code
4 tools

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

71/100 Code
5 tools

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

71/100 Code
5 tools

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

71/100 Code
3 tools

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

71/100 Code
1 tools

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

71/100 Code
178 tools

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-

71/100 Code
4 tools

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

71/100 Code
12 tools

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

71/100 Code
4 tools

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

71/100 Code
24 tools

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

71/100 Code
4 tools

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

71/100 Code
3 tools

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

71/100 Code
2 tools

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

71/100 Code
13 tools

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

71/100 Code
6 tools

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

71/100 Code
1 tools

WildberriesToolsMCP

by happyfunnysad

MCP server for retrieving Wildberries product reviews and formatting them as JSON for LLM analysis.

Happyfunnysad/WildberriesToolsMCP

71/100 Code
tools pending

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

71/100 Code
1 tools

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

71/100 Code
9 tools

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

71/100 Code
11 tools

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

71/100 Code
5 tools

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

71/100 Code
24 tools

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

71/100 Code
5 tools

zoom-mcp

by aronroyca

Provides AI agents with structured access to Zoom recorded meetings, enabling search, summarization, and action item extraction.

aronroyca/Zoom-MCP

71/100 Code
27 tools

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

71/100 Code
1 tools

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

71/100 Code
7 tools

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

71/100 Code
1 tools

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

71/100 Code
7 tools

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

71/100 Code
18 tools

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

71/100 Code
5 tools

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

71/100 Code
15 tools

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

71/100 Code
6 tools

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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