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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.

23,461 MCPs on the index

Page 277 of 470

70/100 Code
16 tools

Aetherwave Studio

by aetherwave-studio

One MCP server for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one API key and one credit pool.

AetherWave-Studio/aetherwave-mcp

70/100 Code
15 tools

Google Sheets MCP

by roelofvheeren

Enables AI agents to interact directly with Google Sheets to create, read, and edit spreadsheets through the Model Context Protocol. It supports a wide range of actions including cell manipulation, row and column management, and sheet organization.

RoelofvHeeren/Final-Sheet-MCP

70/100 Code
16 tools

MCP Safari Server

by iclaudiumihaila

Enables programmatic control of Safari browser on macOS for web automation, testing, and debugging via the Model Context Protocol.

iclaudiumihaila/mcp-safari-server

70/100 Code
7 tools

Neovim MCP Server

by laktek

Integrates Neovim buffers with Claude, enabling real-time buffer awareness and direct in-editor content updates through MCP resources and tools.

laktek/nvim-mcp-server

70/100 Code
27 tools

langfuse-mcp

by hugoles

a typescript mcp to a langfuse MCP that enables you to see and connect agents to lanfuse data

hugoles/langfuse-mcp

70/100 Code
3 tools

gotoHuman MCP Server

by ampcome-mcps

Enables AI agents to request human approvals with customizable forms, webhooks, and team features.

ampcome-mcps/gotohuman-mcp

70/100 Code
tools pending

MCP Agent with DashScope

by niahzheng

An MCP server that integrates Alibaba's DashScope platform, providing AI chat tools and resource access through both standard stdio and a web-based interface. It allows users to interact with DashScope large models within the Model Context Protocol ecosystem using TypeScript.

niahZheng/mcp-agent-dashscope

70/100 Code
tools pending

Fastmail MCP Server

by alexdiazdecerio

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

alexdiazdecerio/fastmail-mcp-server

70/100 Code
4 tools

Agent47

by espadaw

Unified job aggregator for AI agents. Searches 1,680+ opportunities across x402 Bazaar, RentAHuman, Virtuals Protocol, ClawTasks, Work402, Moltverr, AgentWork, m/jobs, and Clawlancer.

espadaw/Agent47

70/100 Code
tools pending

TropiPay MCP Server

by yosle

An MCP server that provides a standardized interface for AI assistants to interact with TropiPay's payment platform, enabling account management, transactions, beneficiary management, and payment link creation through tools and resources.

yosle/tropipay-mcp-server

70/100 Code
1 tools

Puppeteer Vision MCP Server

by djannot

Scrapes webpages and converts them to markdown using AI-powered interaction to automatically handle cookie banners, CAPTCHAs, paywalls, and other blocking elements before extracting clean content.

djannot/puppeteer-vision-mcp

70/100 Code
9 tools

Knowledge Graph Memory Server

by rmranjit

Provides persistent memory for Claude by implementing a local knowledge graph to store and retrieve entities, relations, and observations. This enables long-term information retention and personalization across different chat sessions.

RMRanjit/MCP-Memory

70/100 Code
15 tools

godrix/mcp-gitlab-utils

by godrix

MCP server for GitLab REST API enabling AI agents to manage pipelines, merge requests, diffs, and local reviews.

godrix/mcp-gitlab-utils

70/100 Code
25 tools

jp-lit-mcp

by itarunnn

An MCP server for Japanese literature research that provides unified search across NDL, CiNii, J-STAGE, and other Japanese academic databases, with Skills to assist in search planning and result evaluation.

itarunnn/jp-lit-mcp

70/100 Code
4 tools

iMessage MCP Server

by davidgreigqc

Enables Claude to read and search through iMessage, SMS, and RCS conversations, including mixed-protocol group chats with Android users. It decodes binary message data from the macOS Messages database to provide a comprehensive view of message history.

DavidGreigQC/imessage-mcp-server

70/100 Code
31 tools

Clamp Analytics MCP Server

by clamp-sh

Provides AI assistants with read access to Clamp analytics data including pageviews, visitors, referrers, and custom events. Enables traffic analysis, conversion funnel evaluation, and metric alerts through natural language queries.

clamp-sh/mcp

70/100 Code
tools pending

US Gambling Regulations MCP Server

by angeltooth

Provides comprehensive gambling licensing information, fee calculations, compliance requirements, and regulatory comparisons across 32 US states and select international jurisdictions for legal professionals and gaming operators.

Angeltooth/us-gambling-regulations-mcp

70/100 Code
8 tools

cyberdyne-mcp

by cyberdyne-os

Lets an AI agent hire and pay a verified human: post real-world tasks (voice, observation, judgment) and pay in USDC via a non-custodial x402 auth-capture escrow on Base, budget frozen at deploy. Humans verify their X identity before submitting.

Cyberdyne-OS/cyberdyne-mcp

70/100 Code
tools pending

MCP Design Comparison Server

by w01fgang

Compare design and implementation screenshots using pixel-by-pixel analysis, generating visual diff images and metrics.

w01fgang/mcp-design-comparison

70/100 Code
13 tools

Treehouse Worktree

by mark-hingston

A git worktree manager that enables AI agents to work on different branches simultaneously with automatic coordination, locking, and merge management. Supports creating, managing, and merging git worktrees with setup automation and conflict resolution.

mark-hingston/treehouse-worktree

70/100 Code
32 tools

open-mobile-mcp

by xzaleksey

An MCP server for mobile automation that enables LLMs to interact with Android and iOS devices through screenshot, tap, swipe, log analysis, and app lifecycle management.

xzaleksey/open-mobile-mcp

70/100 Code
33 tools

sigaihealth/realvestmcp

by sigaihealth

MCP server providing real estate investment calculators and resources for AI assistants

sigaihealth/realvestmcp

70/100 Code
tools pending

Labradoc MCP Server

by zamedic

Enables AI assistants to interact with Labradoc's document management, email ingestion, task extraction, and integration features through MCP tools.

zamedic/labradoc-mcp

70/100 Code
6 tools

Google Slides MCP Server

by bohachu

Provides MCP server for Google Slides API, enabling creation, reading, modification, and management of Google Slides presentations using service account authentication.

bohachu/botrun-google-slides-mcp

70/100 Code
28 tools

mcp-latam-business

by josemvelez78

Latin American business compliance suite — 28 tools for tax ID validation (CPF, CNPJ, RFC, RUT, CUIT, NIT), banking (PIX, CLABE, CBU), VAT rules, e-invoicing (NF-e, CFDI, DTE), holidays, and labor calendar across Brazil, Mexico, Chile, Argentina, and Colombia.

josemvelez78/mcp-latam-business

70/100 Code
5 tools

figma-comments-mcp

by processedfood

MCP server that fetches and replies to Figma file comments, with filtering and a triage skill to organize them into decisions, questions, and to-dos.

processedfood/figma-comments-mcp

70/100 Code
8 tools

VÆR

by bitjungle

Provides LLM-friendly weather tools and Norwegian place name resolution via MCP, enabling weather forecasts, air quality, marine conditions, and activity planning.

bitjungle/vaer

70/100 Code
tools pending

tealium-mcp-server

by rechedev9

Enables Tealium data layer validation, debugging, documentation generation, and code generation through natural language, assisting tag management specialists and analytics engineers.

rechedev9/tealium-mcp-server

70/100 Code
tools pending

LoopIn MCP Server

by nicholasemccormick

Enables AI agents to pause execution at critical decision points and request human review before proceeding. Provides tools for creating interrupts, polling for decisions, and managing approvals through a simple REST API interface.

nicholasemccormick/loopin-mcp

70/100 Code
5 tools

signal-mcp

by jagypus

Enables querying Signal Desktop chats and messages by reading the encrypted SQLite database directly, providing tools for listing chats, searching messages, and running read-only SQL queries.

jagypus/signal-mcp

70/100 Code
47 tools

Magector

by krejcif

Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent indexing and search, enabling AI assistants to search, navigate, and understand codebases via semantic search and domain-specific pattern detection.

krejcif/magector

70/100 Code
4 tools

HashBuilds Secure Prompts

by jphyqr

Enables AI assistants to register prompts for security verification, checking for hidden injections, data exfiltration patterns, and jailbreak attempts, then generate embed codes for displaying security badges on websites.

jphyqr/secure-prompts-mcp

70/100 Code
8 tools

agentscore-mcp-server

by thezenmonster

MCP security trust layer. Continuously monitors 800+ MCP packages on npm for install scripts, command injection, hardcoded secrets, capability drift, and publisher posture. Ships a GitHub Action policy gate for PR-level allow/warn/block decisions. 5 MCP tools, no API key required.

Thezenmonster/agentscore-mcp-server

70/100 Code
tools pending

mcp-electron-driver

by mesomya

Drive Electron apps from AI agents via MCP - click, type, drag, screenshot, eval JS, and more.

mesomya/electron-driver

70/100 Code
3 tools

discord-mcp

by l-neil

A read-only Discord MCP server that allows AI agents to list channels, read messages, and get attachment images from a Discord server for summarization and reporting.

L-Neil/discord_mcp

70/100 Code
tools pending

sqlite-memory-mcp

by miles990

Provides persistent memory, skill tracking, failure indexing, and context sharing for Claude Code using SQLite with FTS5 full-text search.

miles990/sqlite-memory-mcp

70/100 Code
6 tools

TypeScript MCP Server Boilerplate

by eldimire

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of calculator tools, greeting functions, and resource management.

Eldimire/mcp-server-251215

70/100 Code
1 tools

Cube MCP Server

by cubedevinc

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

cubedevinc/cube-mcp-server

70/100 Code
tools pending

Shodan MCP Server

by ganggreentempertatum

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

GangGreenTemperTatum/shodan-mcp-server

70/100 Code
tools pending

DevOps MCP Hub

by devops-rajput-addi

An AI-powered MCP server unifying Jira, GitHub, and Confluence integrations, enabling sprint health analysis, smart issue creation, and release notes generation via natural language.

devops-rajput-addi/NexusAI-Project-

70/100 Code
1 tools

github-rag-mcp

by liplus-project

Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.

Liplus-Project/github-rag-mcp

70/100 Code
17 tools

personal-knowledge

by pcamarajr

A portable, AI-agnostic second brain that stores typed memories with semantic recall and self-learning re-ranking, exposed to any MCP-capable AI as a local server.

pcamarajr/personal-knowledge

70/100 Code
tools pending

airweave-mcp-search

by airweave-ai

MCP server for searching Airweave collections

airweave-ai/airweave

70/100 Code
tools pending

yama662607/obsidian-companion-mcp

by yama662607

MCP server for Obsidian Companion

yama662607/obsidian-companion-mcp

70/100 Code
19 tools

Browserbeam MCP Server

by nyku

Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, and any MCP-compatible client, allowing AI agents to interact with web pages through natural language.

nyku/browserbeam-mcp

70/100 Code
tools pending

Zipcar MCP Server

by markswendsen-code

Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.

markswendsen-code/mcp-zipcar

70/100 Code
tools pending

Basis MCP Server

by launch-on-basis

Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading, token creation, prediction markets, staking, loans, and more via natural language.

Launch-On-Basis/MCP-TS

70/100 Code
5 tools

Mine Market MCP Server

by katlabpuss

This MCP server allows searching mining projects, tenements, and mineral properties through Claude using natural language queries, enabling users to find opportunities by commodity, location, price, and more.

KatLabPuss/minemarket-mcp

70/100 Code
tools pending

Hopper MCP Server

by markswendsen-code

Enables AI assistants to search flights and hotels, access AI-powered price forecasts, set price alerts, and initiate travel bookings through the Hopper platform. It provides real-time pricing and booking management capabilities directly within the Model Context Protocol.

markswendsen-code/mcp-hopper

70/100 Code
tools pending

Puppeteer MCP Server

by lijingle1

Enables LLMs to perform browser automation including web navigation, element interaction, and screenshot capture using Puppeteer. It provides capabilities for executing JavaScript in the browser and monitoring console logs for debugging and data extraction.

lijingle1/puppeteer-mcp

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