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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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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.

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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.

23,238 MCPs on the index

Page 350 of 465

62/100 Code
7 tools

TidalCycles MCP Server

by benedict

Enables conversational live coding with Claude AI and TidalCycles, allowing users to create and manipulate algorithmic music patterns through natural language.

Benedict/tidal-cycles-mcp-server

62/100 Code
tools pending

Umbraco CMS MCP Server

by umbraco

Enables AI agents to manage Umbraco CMS content through natural language, including documents, media, document types, and data types via the Umbraco Management API.

umbraco/Umbraco-CMS-MCP-Dev

62/100 Code
1 tools

my-mcp-server

by srvrsoorg

A basic MCP server that implements a calculate tool for arithmetic operations (add, subtract, multiply, divide). It handles requests via stdio.

srvrsoorg/my-mcp-server

62/100 Code
tools pending

Roblox Studio Bridge

by alexpoopy1

Bridges Roblox Studio with external systems through a Node.js server and Lua plugin architecture, enabling real-time game object manipulation, script management, lighting control, and Luau code execution for AI-assisted game development and automated level design workflows.

alexpoopy1/roblox-studio-mcp-server-v1

62/100 Code
tools pending

safedb-mcp

by narekmalk

Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs

narekmalk/safedb-mcp

62/100 Code
4 tools

Daily Calorie Tracker MCP Server

by veriteknik

Enables users to track daily calorie consumption by logging meals through natural language and searching a comprehensive food database. It provides daily summaries, weekly reports, and persistent SQLite storage to monitor dietary trends and goals.

VeriTeknik/daily-calorie-tracker

62/100 Code
8 tools

Prompt Store MCP

by mhoshdev

A local-only MCP server that uses SQLite to store, search, and manage a personal library of AI prompts. It enables developers to organize and reuse prompts across multiple AI clients like Claude and Cursor while keeping all data on their local machine.

mhoshdev/prompt-store-mcp

62/100 Code
tools pending

mcp-travel-art

by alexzavialov

Art-tourism data for AI agents: biennales, art fairs, museum essentials with 2026 prices, opening hours, and sequenced routes.

alexzavialov/travel-art-mcp

62/100 Code
tools pending

linux-computer-use-skill

by wimi321

A standalone MCP server for Linux desktop control, enabling screenshots, mouse/keyboard input, app/window management, and clipboard access via a Python bridge.

wimi321/linux-computer-use-skill

62/100 Code
tools pending

aps-mcp-server-nodejs

by autodesk-platform-services

Provides access to Autodesk Platform Services API, enabling interaction with ACC projects and issues through natural language.

autodesk-platform-services/aps-mcp-server-nodejs

62/100 Code
tools pending

cimc-mcp

by schwarztim

An MCP server for managing standalone Cisco C-Series rack servers through the Cisco Integrated Management Controller (CIMC) XML API. It provides 16 tools for server lifecycle management, including power control, hardware health monitoring, and BIOS configuration.

schwarztim/cimc-mcp

62/100 Code
14 tools

FundzWatch MCP Server

by fund-z

Provides real-time business event intelligence and AI-scored sales leads to help users track funding rounds, acquisitions, and executive hires. It enables AI agents to generate strategic market briefs and manage company watchlists for predictive business insights.

Fund-z/fundzwatch-mcp

62/100 Code
tools pending

Xcode MCP Server

by airdrop-alpha

Enables AI assistants to manage Xcode projects by listing targets, reading configurations, and triggering builds via the Model Context Protocol. It facilitates natural language interaction with macOS developer tools to streamline iOS app development processes.

airdrop-alpha/xcode-mcp

62/100 Code
tools pending

WAHA MCP Server

by dudu1111685

Bridges the WhatsApp HTTP API with AI assistants to enable full control over messaging, chat management, and interactive workflows through 63 specialized tools. It allows users to automate WhatsApp tasks and receive real-time AI feedback directly on their mobile devices.

dudu1111685/waha-mcp

62/100 Code
tools pending

Agent Communication MCP

by mattes337

Facilitates autonomous AI agent collaboration on software projects through file-based task management and inter-agent communication via the Model Context Protocol.

mattes337/AgentCommunicationMcp

62/100 Code
tools pending

AWS MCP Server

by lokeswaran-aj

Enables management and provisioning of AWS resources like EC2, S3, and RDS using natural language prompts through the Model Context Protocol. It allows users to automate complex infrastructure tasks, such as setting up VPCs and security groups, via a chat interface.

lokeswaran-aj/aws-mcp

62/100 Code
1 tools

figma-to-markdown-mcp

by s9hn

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

s9hn/figma-to-markdown-mcp

62/100 Code
4 tools

japan-tariff-mcp

by qlitre

An MCP server for searching Japanese tariff data by keywords, HS codes, and more, enabling AI agents to access tariff information.

qlitre/japan-tariff-mcp

62/100 Code
7 tools

DepShield MCP

by devanshkaria88

Acts as a security checkpoint for AI coding agents by intercepting package installations to verify existence, check against CVE databases, and block vulnerable or hallucinated dependencies before they reach your codebase. Provides seven security tools including pre-install gates, full project audits, safe version recommendations, and deep transitive dependency scanning for npm and PyPI packages.

devanshkaria88/depshield-mcp

62/100 Code
6 tools

youtube-mcp

by coah80

Enables AI assistants to watch YouTube videos by extracting frames at scene changes and visual references, pairing each frame with the exact words spoken at that timestamp. Provides dense frame-transcript interleaving for any model.

coah80/youtube-mcp

62/100 Code
9 tools

Thinking Patterns MCP Server

by emmahyde

Provides AI systems with structured thinking frameworks and reasoning tools to maintain consistent problem-solving patterns across conversations. Enables multi-step reasoning, decision analysis, and systematic troubleshooting through invocable mental models.

emmahyde/thinking-patterns

62/100 Code
1 tools

Poke Voice MCP Server

by ionnes69

Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a stateless server with installer-owned credentials.

ionnes69/poke-voice-mcp-server

62/100 Code
2 tools

Basic MCP Server

by jaygodara45ip

MCP Server using SSE - can be hsoted remotely (build using fastapi, fastmcp, uv)

jaygodara45IP/remote-mcp-server

62/100 Code
5 tools

MemProcFS-mcp-server

by tokeii0

MemProcFS-mcp-server

Tokeii0/MemProcFS-mcp-server

62/100 Code
tools pending

OpenWeb Ninja MCP

by openweb-ninja

Official MCP server for OpenWeb Ninja: 40+ real-time web data and SERP APIs (Google Maps, Amazon, jobs, Zillow, Trustpilot, web search, news, finance) exposed as MCP tools.

OpenWeb-Ninja/openwebninja-mcp

62/100 Code
2 tools

Gemini Collaboration MCP Server

by henry2craftman

Enables Claude to collaborate with Gemini for code reviews, second opinions, and iterative software development. It facilitates multi-step workflows including PRD creation and code generation through an AI orchestration framework.

henry2craftman/gemini-collaboration-mcp

62/100 Code
1 tools

MCP Server for MySQL based on NodeJS

by benborla

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

benborla/mcp-server-mysql

62/100 Code
2 tools

grok-search-mcp

by z2z23n0

MCP server that enables coding agents to search X/Twitter and the web through the local Grok CLI, providing better search results than default Codex or Claude search without requiring an API key.

z2z23n0/grok-search-mcp

62/100 Code
tools pending

qr-maker

by qr-maker-io

Generate styled QR codes, manage dynamic short links with click analytics, and publish micro-landing pages via AI agents.

qr-maker-io/mcp-server

62/100 Code
tools pending

action1-mcp

by wyre-technology

An MCP server for Action1, a cloud-native RMM platform, enabling remote monitoring, patch management, and endpoint management through Action1's API.

wyre-technology/action1-mcp

62/100 Code
2 tools

TaskSync

by vikrant82

Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, give it new directions, attach screenshots, and keep it on track — without restarting the conversation.

vikrant82/tasksync-mcp

62/100 Code
96 tools

ProposalCraft

by jabbawocky

An MCP server for freelancers and agencies that drafts client proposals and business emails — quotes, invoices, follow-ups, scope changes, and more — in your own voice, running locally with no API key or cloud.

jabbawocky/proposalcraft

62/100 Code
tools pending

Logging Advisor MCP

by g-hyeong

An intelligent MCP server that analyzes logging quality in your code and provides improvement suggestions using LLM-powered insights.

g-hyeong/Logging-Advisor-MCP

62/100 Code
tools pending

affinity-mcp-bridge

by andre-carbajal

Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for script execution, rendering, and SDK documentation.

andre-carbajal/affinity-mcp-bridge

62/100 Code
tools pending

OpenShowreel

by phanikondru

An MCP server for Adobe After Effects that enables AI assistants to create premium showreels with professional motion design techniques.

Phanikondru/openshowreel

62/100 Code
1 tools

MCP Add Server

by zhangzhefang-github

mcp-add-server

zhangzhefang-github/mcp-add-server

62/100 Code
tools pending

HiGHS MCP Server

by wspringer

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

wspringer/highs-mcp

62/100 Code
tools pending

gatefareio/mcp-server

by gatefareio

Marketplace MCP for paid HTTP APIs. Pay per call in USDC on Base via the open x402 standard — non-custodial. 13 tools for discovery, buying, and publishing APIs.

gatefareio/mcp-server

62/100 Code
tools pending

mac-say-mcp

by viktor-silakov

MCP server for text-to-speech using macOS say command, enabling speech synthesis, audio file generation, and voice management.

viktor-silakov/mac-say-mcp

62/100 Code
9 tools

cycles-mcp-server

by runcycles

Runtime budget authority for autonomous agents - a set of tools to check, reserve, spend, and release budget before and after every costly, risky operation. The agent asks "can I afford this?" before acting, and reports what it actually used afterward.

runcycles/cycles-mcp-server

62/100 Code
tools pending

forgemesh-imagegen

by forgemeshlabs

MCP server for AI image generation with automatic USDC payments on Base mainnet. Generate, remove backgrounds, and upscale images via simple tool calls.

forgemeshlabs/imagegen-mcp

62/100 Code
3 tools

MCP Analyst

by unravel-team

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

unravel-team/mcp-analyst

62/100 Code
tools pending

openserverless-mcp

by apache

An MCP server for OpenServerless that exposes action tools for creating, invoking, and managing API endpoints with integrated services like S3, PostgreSQL, Redis, and Milvus.

apache/openserverless-mcp

62/100 Code
tools pending

MCP Server - Test Migration (WDIO to Playwright)

by lucad87

Enables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.

lucad87/mcp-server-tests-migration

62/100 Code
4 tools

mcp_canadiantire

by sstepanovvl

Enables searching Canadian Tire's product catalogue, checking product details, store-level stock, and finding nearby stores.

sstepanovvl/mcp_canadiantire

62/100 Code
tools pending

mcp-planner-premium

by opsora-labs

A self-hosted MCP server that exposes Microsoft Planner Premium structural writes via Dataverse PSS V2 APIs as MCP tools, running in the signed-in user's delegated context.

opsora-labs/mcp-planner-premium

62/100 Code
tools pending

aria-mcp-affald-horsens

by kimhjort

MCP server that provides household waste collection schedules for Horsens Kommune, Denmark, allowing address search and retrieval of next collection dates or calendars.

kimhjort/aria-mcp-affald-horsens

62/100 Code
3 tools

pageguard-mcp

by pageguard

Scan any project or website for privacy compliance issues directly in your AI coding tool. Detects tracking tech, cookies, and third-party data collection. Works in Claude Code, Cursor, and Windsurf.

pageguard/pageguard-mcp

62/100 Code
3 tools

Lanhu MCP Server

by mrdgbot

Enables AI to directly read and analyze Lanhu design drafts and requirement documents to generate HTML, CSS, and structural analyses. It allows users to extract design slices and process prototype pages directly within AI clients.

MrDgbot/lanhu-mcp

62/100 Code
5 tools

Build the container

by actual-awg

docker-based mcp server that enables Claude to fetch biological sequence data from NCBI

actual-awg/mcp-ncbi-fetcher

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